diff --git a/latest-results.md b/latest-results.md index 1ffc78b..c29e49d 100644 --- a/latest-results.md +++ b/latest-results.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260905T060452Z.json` +Generated from `results/bench-servers/summary-20260906T060451Z.json` -- Generated at: 20260905T060452Z +- Generated at: 20260906T060451Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260905T060452Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 6 | 4084.81 | 3.20 | 150 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | no | 8 | 6320.79 | 12.72 | 205 | 97% | 2 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 6 | 26941.05 | 47.14 | 150 | 97% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 6 | 153767.57 | 224.85 | 150 | 80% | 5 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 6 | 4817.67 | 3.86 | 150 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | no | 8 | 7932.25 | 16.24 | 205 | 97% | 2 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 6 | 37935.49 | 74.41 | 150 | 97% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 6 | 207334.55 | 367.36 | 150 | 80% | 5 | *Wall clock ms includes server startup, warmup iterations, and shutdown — but excludes one-time environment creation and dependency installation.* @@ -41,10 +41,10 @@ Generated from `results/bench-servers/summary-20260905T060452Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 306.18 | 2.55 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 567.12 | 8.41 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 3375.32 | 59.36 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 5726.42 | 78.98 | 5 | 25 | 80% | 1 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 375.38 | 3.09 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 775.10 | 10.48 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 4360.23 | 74.64 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 7885.11 | 115.69 | 5 | 25 | 80% | 1 | ### dataframe completion @@ -52,10 +52,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 1.45 | 1.55 | 100% | 223.00 | +22.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 5.18 | 8.51 | 100% | 201.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 28.09 | 101.33 | 100% | 250.00 | +49.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 129.51 | 288.90 | 100% | 188.00 | -13.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 1.68 | 1.84 | 100% | 223.00 | +22.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 7.28 | 10.49 | 100% | 201.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 34.57 | 125.36 | 100% | 250.00 | +49.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 206.50 | 376.58 | 100% | 188.00 | -13.00 | pass | ### dataframe describe hover @@ -63,10 +63,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.20 | 0.22 | 100% | 4232.00 | +213.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 1.03 | 1.25 | 100% | 4019.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 1.91 | 3.01 | 100% | 2589.00 | -1430.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 133.79 | 136.18 | 100% | 4134.00 | +115.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.28 | 0.32 | 100% | 4232.00 | +213.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 1.18 | 1.38 | 100% | 4019.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 2.26 | 2.63 | 100% | 2589.00 | -1430.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 191.63 | 201.23 | 100% | 4134.00 | +115.00 | pass | ### summarize definition @@ -74,10 +74,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.13 | 0.14 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.26 | 0.36 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 0.79 | 0.83 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.18 | 0.20 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.20 | 0.21 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.44 | 0.49 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 1.02 | 1.10 | 100% | 1.00 | 0.00 | pass | ### edit array then complete (edit+completion) @@ -85,10 +85,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 3.26 | 3.43 | 0% | 0.00 | -168.00 | fail (10) | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 7.92 | 9.09 | 100% | 168.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 9.93 | 10.23 | 100% | 149.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 264.06 | 378.30 | 100% | 168.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 4.10 | 4.52 | 0% | 0.00 | -168.00 | fail (10) | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 9.72 | 10.84 | 100% | 168.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 12.70 | 15.16 | 100% | 149.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 331.84 | 451.96 | 100% | 168.00 | 0.00 | pass | ### edit array then hover (edit+hover) @@ -96,10 +96,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 1.99 | 2.51 | 100% | 1909.00 | +1631.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 3.04 | 3.07 | 100% | 267.00 | -11.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 26.25 | 31.31 | 100% | 278.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 127.53 | 130.05 | 100% | 5662.00 | +5384.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 2.68 | 2.71 | 100% | 1909.00 | +1631.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 3.58 | 3.64 | 100% | 267.00 | -11.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 32.46 | 37.24 | 100% | 278.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 175.20 | 178.30 | 100% | 5662.00 | +5384.00 | pass | ### Result Differences @@ -112,10 +112,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 207.43 | 2.06 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 228.45 | 4.04 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 1087.84 | 11.14 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 5492.42 | 123.80 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 251.80 | 2.42 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 281.43 | 4.82 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 1389.54 | 13.11 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 7693.25 | 171.57 | 5 | 25 | 100% | 0 | ### queryset completion @@ -123,10 +123,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 3.19 | 5.28 | 100% | 10.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 4.04 | 5.93 | 100% | 261.00 | +251.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 17.19 | 58.24 | 100% | 15.00 | +5.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 147.28 | 448.98 | 100% | 2.00 | -8.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 3.87 | 6.59 | 100% | 10.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 4.75 | 7.40 | 100% | 261.00 | +251.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 19.51 | 74.52 | 100% | 15.00 | +5.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 196.62 | 586.71 | 100% | 2.00 | -8.00 | pass | ### queryset filter hover @@ -134,10 +134,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.15 | 0.19 | 100% | 46.00 | -11.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.18 | 0.23 | 100% | 298.00 | +241.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.49 | 0.54 | 100% | 57.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 118.43 | 120.11 | 100% | 57.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.19 | 0.21 | 100% | 46.00 | -11.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.23 | 0.26 | 100% | 298.00 | +241.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.51 | 0.59 | 100% | 57.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 165.85 | 167.37 | 100% | 57.00 | 0.00 | pass | ### model definition @@ -145,10 +145,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.11 | 0.12 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 0.69 | 0.70 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.74 | 2.33 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.18 | 0.20 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.39 | 0.44 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 1.13 | 1.21 | 100% | 1.00 | 0.00 | pass | ### edit queryset then complete (edit+completion) @@ -156,10 +156,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.98 | 1.06 | 100% | 83.00 | -21.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 3.60 | 3.70 | 100% | 104.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 19.86 | 22.01 | 100% | 104.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 172.95 | 198.16 | 100% | 143.00 | +39.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 2.34 | 6.23 | 100% | 83.00 | -21.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 4.27 | 4.62 | 100% | 104.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 23.05 | 24.73 | 100% | 104.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 245.17 | 287.43 | 100% | 143.00 | +39.00 | pass | ### edit queryset then hover (edit+hover) @@ -167,10 +167,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 1.10 | 2.71 | 100% | 858.00 | +775.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 2.39 | 2.41 | 100% | 100.00 | +17.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 31.79 | 35.84 | 100% | 83.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 179.65 | 182.56 | 100% | 71.00 | -12.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 1.85 | 3.75 | 100% | 858.00 | +775.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 2.73 | 2.75 | 100% | 100.00 | +17.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 37.74 | 43.17 | 100% | 83.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 249.08 | 257.21 | 100% | 71.00 | -12.00 | pass | ### Result Differences @@ -183,10 +183,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 683.08 | 6.14 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 572.80 | 10.82 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 6684.76 | 77.44 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 5619.36 | 95.92 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 829.67 | 7.64 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 781.35 | 14.90 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 7859.85 | 135.08 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 10629.21 | 171.51 | 5 | 25 | 100% | 0 | ### report dataframe completion @@ -194,10 +194,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 15.45 | 18.38 | 100% | 1000.00 | +728.80 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 30.20 | 120.03 | 100% | 16.00 | -255.20 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 40.79 | 52.62 | 100% | 6.00 | -265.20 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 52.62 | 174.52 | 100% | 271.20 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 18.25 | 21.90 | 100% | 1000.00 | +728.80 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 39.99 | 149.37 | 100% | 16.00 | -255.20 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 57.06 | 83.56 | 100% | 6.00 | -265.20 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 71.61 | 235.72 | 100% | 271.20 | 0.00 | pass | ### dataframe groupby hover @@ -205,10 +205,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.21 | 0.26 | 100% | 329.00 | -21.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.60 | 0.69 | 100% | 350.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 2.13 | 2.24 | 100% | 2588.00 | +2238.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 143.76 | 146.26 | 100% | 301.00 | -49.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.25 | 0.29 | 100% | 329.00 | -21.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.73 | 0.86 | 100% | 350.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 2.49 | 2.74 | 100% | 2588.00 | +2238.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 195.73 | 197.92 | 100% | 301.00 | -49.00 | pass | ### build report definition @@ -216,10 +216,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.12 | 0.14 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 0.84 | 0.92 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.19 | 0.23 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.23 | 0.24 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.40 | 0.52 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 1.03 | 1.11 | 100% | 1.00 | 0.00 | pass | ### edit dataframe then complete (edit+completion) @@ -227,10 +227,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 12.51 | 13.48 | 100% | 448.00 | +8.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 18.97 | 24.04 | 100% | 256.00 | -184.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 157.10 | 159.35 | 100% | 441.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 326.50 | 743.66 | 100% | 440.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 15.81 | 23.93 | 100% | 256.00 | -184.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 16.79 | 18.50 | 100% | 448.00 | +8.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 226.25 | 231.24 | 100% | 441.00 | +1.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 771.76 | 1222.68 | 100% | 440.00 | 0.00 | pass | ### edit dataframe then hover (edit+hover) @@ -238,10 +238,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 2.39 | 2.44 | 100% | 4441.00 | +149.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 2.66 | 8.55 | 100% | 794.00 | -3498.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 7.12 | 9.03 | 100% | 4292.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 137.12 | 139.34 | 100% | 232.00 | -4060.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 2.73 | 2.78 | 100% | 4441.00 | +149.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 13.06 | 15.85 | 100% | 4292.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 15.98 | 51.40 | 100% | 794.00 | -3498.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 195.33 | 201.11 | 100% | 232.00 | -4060.00 | pass | ### Result Differences @@ -254,10 +254,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 303.70 | 2.08 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 676.25 | 13.84 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 2538.87 | 34.87 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 5153.93 | 85.74 | 5 | 25 | 60% | 2 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 349.16 | 2.47 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 756.41 | 15.17 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 3613.83 | 48.46 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 7254.52 | 120.49 | 5 | 25 | 60% | 2 | ### query completion @@ -265,10 +265,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 2.93 | 6.31 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 5.48 | 9.21 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 55.21 | 213.51 | 100% | 15.00 | +14.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 130.10 | 265.89 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 3.69 | 8.81 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 11.70 | 19.53 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 65.28 | 252.50 | 100% | 15.00 | +14.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 195.34 | 378.45 | 100% | 1.00 | 0.00 | pass | ### sessionmaker hover @@ -276,10 +276,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.32 | 0.37 | 100% | 10621.00 | +49.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 1.29 | 1.55 | 100% | 10572.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 2.73 | 2.78 | 100% | 13188.00 | +2616.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 246.06 | 265.52 | 100% | 10498.00 | -74.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.38 | 0.40 | 100% | 10621.00 | +49.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 1.19 | 1.90 | 100% | 13188.00 | +2616.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 1.58 | 2.06 | 100% | 10572.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 331.02 | 341.87 | 100% | 10498.00 | -74.00 | pass | ### mapped class definition @@ -287,10 +287,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.15 | 0.17 | 100% | 2.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.42 | 0.48 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 0.88 | 1.07 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 1.32 | 2.93 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.19 | 0.20 | 100% | 2.00 | +1.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.21 | 0.24 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.43 | 0.52 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 1.10 | 1.25 | 100% | 1.00 | 0.00 | pass | ### edit query then complete (edit+completion) @@ -298,10 +298,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 3.62 | 3.70 | 100% | 23.00 | -15.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 9.04 | 24.03 | 100% | 17.00 | -21.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 26.12 | 27.55 | 0% | 0.00 | -38.00 | fail (10) | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 104.19 | 127.51 | 100% | 38.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 3.44 | 7.65 | 100% | 17.00 | -21.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 4.19 | 4.54 | 100% | 23.00 | -15.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 37.47 | 37.80 | 0% | 0.00 | -38.00 | fail (10) | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 141.42 | 173.53 | 100% | 38.00 | 0.00 | pass | ### edit session then hover (edit+hover) @@ -309,10 +309,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.89 | 2.40 | 100% | 2137.00 | +1237.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 3.39 | 3.41 | 100% | 958.00 | +58.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 25.57 | 26.15 | 0% | 0.00 | -900.00 | fail (10) | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 62.98 | 70.18 | 100% | 900.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 3.89 | 3.92 | 100% | 958.00 | +58.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 5.73 | 11.77 | 100% | 2137.00 | +1237.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 37.49 | 37.74 | 0% | 0.00 | -900.00 | fail (10) | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 87.20 | 96.56 | 100% | 900.00 | 0.00 | pass | ### Result Differences @@ -326,10 +326,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 2317.31 | 4.11 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 2125.98 | 44.99 | 5 | 25 | 80% | 0 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 12158.73 | 92.75 | 5 | 25 | 80% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 128323.06 | 906.82 | 5 | 25 | 40% | 2 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 2692.29 | 4.58 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 2416.76 | 50.94 | 5 | 25 | 80% | 0 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 16516.76 | 129.96 | 5 | 25 | 80% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 171954.81 | 1560.21 | 5 | 25 | 40% | 2 | ### classifier pipeline completion @@ -337,10 +337,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 9.31 | 10.26 | 100% | 775.00 | +652.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 34.38 | 62.25 | 100% | 123.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 100.13 | 102.00 | 100% | 2.00 | -121.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 211.04 | 843.36 | 100% | 15.00 | -108.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 10.51 | 11.60 | 100% | 775.00 | +652.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 55.87 | 88.57 | 100% | 123.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 137.92 | 142.64 | 100% | 2.00 | -121.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 242.08 | 967.53 | 100% | 15.00 | -108.00 | pass | ### pipeline hover @@ -348,10 +348,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.17 | 0.19 | 100% | 48.00 | +14.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.35 | 0.72 | 100% | 7.00 | -27.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.43 | 0.48 | 100% | 34.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 1622.56 | 1677.26 | 0% | 0.00 | -34.00 | fail (10) | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.18 | 0.20 | 100% | 48.00 | +14.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.19 | 0.22 | 100% | 7.00 | -27.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.42 | 0.46 | 100% | 34.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 2771.31 | 2824.18 | 0% | 0.00 | -34.00 | fail (10) | ### auto tokenizer definition @@ -359,10 +359,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.18 | 0.19 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.25 | 0.31 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.41 | 0.46 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 1289.40 | 1343.40 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.19 | 0.21 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.27 | 0.29 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.44 | 0.49 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 2264.24 | 2347.29 | 100% | 1.00 | 0.00 | pass | ### edit prediction then complete (edit+completion) @@ -370,10 +370,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 2.30 | 2.57 | 0% | 0.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 5.48 | 6.15 | 100% | 23.00 | +23.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 5.54 | 6.52 | 0% | 0.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 6.95 | 18.11 | 0% | 0.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 2.67 | 2.75 | 0% | 0.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 5.53 | 5.70 | 0% | 0.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 6.09 | 6.42 | 100% | 23.00 | +23.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 11.13 | 27.17 | 0% | 0.00 | 0.00 | pass | ### edit tokenizer then hover (edit+hover) @@ -381,10 +381,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 5.14 | 5.23 | 100% | 7.00 | -23.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 6.63 | 22.09 | 100% | 33.00 | +3.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 423.00 | 438.61 | 100% | 30.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | no | 1519.71 | 1535.39 | 0% | 0.00 | -30.00 | fail (10) | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 1.11 | 2.94 | 100% | 33.00 | +3.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 5.86 | 6.12 | 100% | 7.00 | -23.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 587.54 | 616.14 | 100% | 30.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | no | 2624.90 | 2691.45 | 0% | 0.00 | -30.00 | fail (10) | ### Result Differences @@ -397,10 +397,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 267.11 | 2.28 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 1095.53 | 7.30 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 533.29 | 8.56 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 3452.37 | 57.82 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 319.37 | 2.98 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 1425.92 | 8.79 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 747.90 | 10.02 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 4687.00 | 101.12 | 5 | 25 | 100% | 0 | ### request args completion @@ -408,10 +408,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 4.51 | 8.70 | 100% | 14.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 5.06 | 7.61 | 100% | 467.00 | +453.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 36.05 | 116.33 | 100% | 254.40 | +240.40 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 39.16 | 62.76 | 100% | 1.00 | -13.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 4.86 | 8.06 | 100% | 14.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 6.64 | 9.34 | 100% | 467.00 | +453.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 40.70 | 143.33 | 100% | 254.40 | +240.40 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 67.81 | 115.51 | 100% | 1.00 | -13.00 | pass | ### client session hover @@ -419,10 +419,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.19 | 0.35 | 100% | 7.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.50 | 0.53 | 100% | 26.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 2.28 | 7.81 | 100% | 149.00 | +123.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 7.02 | 8.26 | 100% | 359.00 | +333.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.18 | 0.19 | 100% | 7.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.61 | 0.74 | 100% | 26.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 4.06 | 14.47 | 100% | 149.00 | +123.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 119.60 | 266.93 | 100% | 359.00 | +333.00 | pass | ### client references @@ -430,10 +430,10 @@ Method: `textDocument/references` | Server | Success | Mean ms | P95 ms | Non-empty % | References found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.29 | 0.34 | 100% | 2.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 0.47 | 0.56 | 100% | 2.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 0.88 | 1.04 | 100% | 2.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 11.28 | 20.18 | 100% | 2.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.34 | 0.36 | 100% | 2.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 0.51 | 0.60 | 100% | 2.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 0.74 | 0.87 | 100% | 2.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 4.47 | 5.54 | 100% | 2.00 | 0.00 | pass | ### edit response then complete (edit+completion) @@ -441,10 +441,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 1.05 | 2.92 | 100% | 32.00 | -173.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 3.45 | 4.07 | 100% | 205.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 3.50 | 3.78 | 100% | 225.00 | +20.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 60.92 | 63.00 | 100% | 57.00 | -148.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 1.19 | 3.02 | 100% | 32.00 | -173.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 4.82 | 6.24 | 100% | 205.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 5.01 | 6.84 | 100% | 225.00 | +20.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 80.27 | 83.17 | 100% | 57.00 | -148.00 | pass | ### edit response then hover (edit+hover) @@ -452,10 +452,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260905T060452Z.json) | yes | 2.18 | 2.20 | 100% | 1613.00 | +1193.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 3.14 | 4.46 | 100% | 3585.00 | +3165.00 | pass | -| [Pyright](latest-results/pyright-20260905T060452Z.json) | yes | 27.16 | 31.01 | 100% | 420.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260905T060452Z.json) | yes | 170.71 | 172.35 | 100% | 880.00 | +460.00 | pass | +| [Ty](latest-results/ty-20260906T060451Z.json) | yes | 2.56 | 2.60 | 100% | 1613.00 | +1193.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 3.79 | 4.47 | 100% | 3585.00 | +3165.00 | pass | +| [Pyright](latest-results/pyright-20260906T060451Z.json) | yes | 32.90 | 37.74 | 100% | 420.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260906T060451Z.json) | yes | 233.48 | 242.16 | 100% | 880.00 | +460.00 | pass | ### Result Differences @@ -468,7 +468,7 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | no | 184.01 | 0.23 | 8 | 40 | 100% | 2 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | no | 199.51 | 0.37 | 8 | 40 | 100% | 2 | ### builtins semantic tokens @@ -476,7 +476,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.81 | 0.91 | 100% | 30.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 1.78 | 4.58 | 100% | 30.00 | 0.00 | pass | ### builtin int computed type @@ -484,7 +484,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.12 | 0.13 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.14 | 0.15 | 100% | 7.00 | 0.00 | pass | ### list declared type @@ -492,7 +492,7 @@ Method: `typeServer/getDeclaredType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.15 | 0.16 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.19 | 0.22 | 100% | 7.00 | 0.00 | pass | ### generic specialization computed type @@ -500,7 +500,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.20 | 0.36 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.17 | 0.19 | 100% | 7.00 | 0.00 | pass | ### stdlib path computed type @@ -508,7 +508,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.15 | 0.15 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.18 | 0.21 | 100% | 7.00 | 0.00 | pass | ### function argument expected type @@ -516,13 +516,13 @@ Method: `typeServer/getExpectedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 0.15 | 0.17 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | ## Benchmark: tsp_semantic | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 1432.88 | 22.07 | 3 | 15 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 1973.78 | 43.68 | 3 | 15 | 100% | 0 | ### django semantic tokens @@ -530,7 +530,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 16.84 | 41.57 | 100% | 126.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 19.74 | 30.31 | 100% | 126.00 | 0.00 | pass | ### transformers semantic tokens @@ -538,7 +538,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 44.93 | 57.65 | 100% | 74.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 100.01 | 130.02 | 100% | 74.00 | 0.00 | pass | ### stdlib semantic tokens @@ -546,4 +546,4 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260905T060452Z.json) | yes | 4.43 | 4.65 | 100% | 75.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260906T060451Z.json) | yes | 11.30 | 19.52 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/pylsp-mypy-20260905T060452Z-responses.jsonl b/latest-results/pylsp-mypy-20260906T060451Z-responses.jsonl similarity index 100% rename from latest-results/pylsp-mypy-20260905T060452Z-responses.jsonl rename to latest-results/pylsp-mypy-20260906T060451Z-responses.jsonl index 0deecf3..377f384 100644 --- a/latest-results/pylsp-mypy-20260905T060452Z-responses.jsonl +++ b/latest-results/pylsp-mypy-20260906T060451Z-responses.jsonl @@ -65,9 +65,9 @@ {"suite": "pandas", "label": "build report definition", "method": "textDocument/definition", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "line": 16, "character": 17, "iteration": 5, "result": [{"uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "range": {"start": {"line": 3, "character": 4}, "end": {"line": 3, "character": 16}}}]} {"suite": "pandas", "label": "edit dataframe then complete (edit+completion)", "method": "textDocument/completion", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py", "line": 17, "character": 39, "iteration": 1, "result": {"isIncomplete": false, "items": [{"label": "abs()", "kind": 3, "sortText": "aabs", "insertText": "abs", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "add(other, axis, level, fill_value)", "kind": 3, "sortText": "aadd", "insertText": "add", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "add_prefix(prefix, axis)", "kind": 3, "sortText": "aadd_prefix", "insertText": "add_prefix", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "add_suffix(suffix, axis)", "kind": 3, "sortText": "aadd_suffix", "insertText": "add_suffix", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "agg", "kind": 6, "sortText": "aagg", "insertText": "agg", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "aggregate(func, axis, args, kwargs)", "kind": 3, "sortText": "aaggregate", "insertText": "aggregate", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "align(other, join, axis, level, copy, fill_value, method, limit, fill_axis, broadcast_axis)", "kind": 3, "sortText": "aalign", "insertText": "align", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "all(axis, bool_only, skipna, kwargs)", "kind": 3, "sortText": "aall", "insertText": "all", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "any(axis, bool_only, skipna, kwargs)", "kind": 3, "sortText": "aany", "insertText": "any", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "apply(func, axis, raw, result_type, args, by_row, engine, engine_kwargs, kwargs)", "kind": 3, "sortText": "aapply", "insertText": "apply", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "applymap(func, na_action, kwargs)", "kind": 3, "sortText": "aapplymap", "insertText": "applymap", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "asfreq(freq, method, how, normalize, fill_value)", "kind": 3, "sortText": "aasfreq", "insertText": "asfreq", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "asof(where, subset)", "kind": 3, "sortText": "aasof", "insertText": "asof", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "assign(kwargs)", "kind": 3, "sortText": "aassign", "insertText": "assign", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "astype(dtype, copy, errors)", "kind": 3, "sortText": "aastype", "insertText": "astype", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "at", "kind": 10, "sortText": "aat", "insertText": "at", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "at_time(time, asof, axis)", "kind": 3, "sortText": "aat_time", "insertText": "at_time", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "attrs", "kind": 6, "sortText": "aattrs", "insertText": "attrs", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "axes", "kind": 10, "sortText": "aaxes", "insertText": "axes", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "backfill(axis, inplace, limit, downcast)", "kind": 3, "sortText": "abackfill", "insertText": "backfill", "data": {"doc_uri": "file:///home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/pandas/src/report.py"}}, {"label": "between_time(start_time, end_time, inclusive, axis)", "kind": 3, "sortText": "abetween_time", "insertText": "between_time", "data": {"doc_uri": 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88c8326..3d1a9d3 100644 --- a/latest-results/pyrefly-20260905T060452Z-responses.jsonl +++ b/latest-results/pyrefly-20260906T060451Z-responses.jsonl @@ -128,36 +128,36 @@ {"suite": "tsp_core", "label": "builtins semantic tokens", "method": "typeServer/semanticTokens", "file_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/tsp_core/src/builtins_basic.py", "line": 0, "character": 0, "iteration": 3, "result": {"data": [0, 0, 5, 10, 1, 0, 5, 1, 2, 0, 0, 2, 3, 5, 0, 0, 4, 1, 2, 0, 0, 2, 1, 4, 0, 1, 0, 4, 10, 1, 0, 4, 1, 2, 0, 0, 2, 3, 5, 0, 0, 4, 1, 2, 0, 0, 2, 8, 3, 0, 1, 0, 5, 10, 1, 0, 5, 1, 2, 0, 0, 2, 4, 5, 0, 0, 4, 1, 2, 0, 0, 1, 3, 5, 0, 0, 3, 1, 2, 0, 0, 2, 1, 2, 0, 0, 2, 1, 2, 0, 0, 1, 1, 4, 0, 0, 1, 1, 2, 0, 0, 2, 1, 4, 0, 0, 1, 1, 2, 0, 0, 2, 1, 4, 0, 0, 1, 1, 2, 0, 1, 0, 6, 10, 1, 0, 7, 1, 2, 0, 0, 2, 3, 7, 2048, 0, 3, 1, 2, 0, 0, 1, 5, 10, 0, 0, 5, 1, 2, 0], "semantic_token_count": 30, "type_query_count": 2, "type_query_failure_count": 0, 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latest-results/pyrefly-20260906T060451Z.json index 350ea27..e496669 100644 --- a/latest-results/pyrefly-20260905T060452Z.json +++ b/latest-results/pyrefly-20260906T060451Z.json @@ -17,8 +17,8 @@ "tsp_semantic", "web" ], - "started_at_unix": 1788588367.2467246, - "finished_at_unix": 1788588389.2612119, + "started_at_unix": 1788674790.9316523, + "finished_at_unix": 1788674820.3717315, "scenario_reports": [], "benchmark_reports": [ { @@ -31,7 +31,7 @@ "environment_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/data_science/.venv", "python_executable": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/data_science/.venv/bin/python", "success": true, - "total_duration_ms": 567.124342999989, + "total_duration_ms": 775.1001319999773, "error_message": null, "summary": { "request_count": 32, @@ -40,11 +40,11 @@ "failure_count": 0, "bytes_sent": 18656, "bytes_received": 1115297, - "min_ms": 0.1129219999995712, - "max_ms": 154.01391700001454, - 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+16691,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 2.8790279999952872, + "duration_ms": 6.116877000010845, "success": true, - "started_at_unix": 1788588362.877715, + "started_at_unix": 1788674785.7390313, "bytes_sent": 274, "bytes_received": 45853, "request_id": 23, @@ -16721,9 +16721,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.025948000001108085, + "duration_ms": 0.043876000006548566, "success": true, - "started_at_unix": 1788588362.882377, + "started_at_unix": 1788674785.7464302, "bytes_sent": 318, "bytes_received": 0, "request_id": null, @@ -16740,9 +16740,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.015743000005841168, + "duration_ms": 0.02114199998004551, "success": true, - "started_at_unix": 1788588362.8824143, + "started_at_unix": 1788674785.746485, "bytes_sent": 375, "bytes_received": 0, "request_id": null, @@ -16759,9 +16759,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 3.3661649999885412, + "duration_ms": 4.4148139999720115, "success": true, - "started_at_unix": 1788588362.8824396, + "started_at_unix": 1788674785.7465172, "bytes_sent": 274, "bytes_received": 45853, "request_id": 24, @@ -16789,9 +16789,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.023357000003443318, + "duration_ms": 0.025768999989850272, "success": true, - "started_at_unix": 1788588362.8868768, + "started_at_unix": 1788674785.752313, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16808,9 +16808,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.015044000008401781, + "duration_ms": 0.013660999968578835, "success": true, - "started_at_unix": 1788588362.8869102, + "started_at_unix": 1788674785.7523475, "bytes_sent": 375, "bytes_received": 0, "request_id": null, @@ -16827,9 +16827,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 2.980150000013282, + "duration_ms": 3.1997730000057345, "success": true, - "started_at_unix": 1788588362.8869348, + "started_at_unix": 1788674785.7523692, "bytes_sent": 274, "bytes_received": 45853, "request_id": 25, @@ -16857,9 +16857,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.027506999998649917, + "duration_ms": 0.025158000028113747, "success": true, - "started_at_unix": 1788588362.8913631, + "started_at_unix": 1788674785.757249, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16876,9 +16876,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.015947999997933948, + "duration_ms": 0.02335599998559701, "success": true, - "started_at_unix": 1788588362.8915305, + "started_at_unix": 1788674785.757479, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16895,9 +16895,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 25.063636999988148, + "duration_ms": 30.427588999998534, "success": true, - "started_at_unix": 1788588362.8915532, + "started_at_unix": 1788674785.7575111, "bytes_sent": 241, "bytes_received": 614, "request_id": 26, @@ -16925,9 +16925,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.022684999976263498, + "duration_ms": 0.030245000004924805, "success": true, - "started_at_unix": 1788588362.9166658, + "started_at_unix": 1788674785.7880065, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16944,9 +16944,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.013066999997590756, + "duration_ms": 0.01443099995412922, "success": true, - "started_at_unix": 1788588362.916697, + "started_at_unix": 1788674785.788047, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16963,9 +16963,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 31.869673999977977, + "duration_ms": 39.03248099999246, "success": true, - "started_at_unix": 1788588362.916716, + "started_at_unix": 1788674785.788069, "bytes_sent": 241, "bytes_received": 614, "request_id": 27, @@ -16993,9 +16993,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.024362999994309575, + "duration_ms": 0.043775999984063674, "success": true, - "started_at_unix": 1788588362.9486556, + "started_at_unix": 1788674785.8272343, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17012,9 +17012,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.01587900001709386, + "duration_ms": 0.01939899999570116, "success": true, - "started_at_unix": 1788588362.9486895, + "started_at_unix": 1788674785.8272898, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17031,9 +17031,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 26.836382999988473, + "duration_ms": 31.960751000042364, "success": true, - "started_at_unix": 1788588362.9487135, + "started_at_unix": 1788674785.8273199, "bytes_sent": 241, "bytes_received": 614, "request_id": 28, @@ -17061,9 +17061,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.028194999998731873, + "duration_ms": 0.03053699998645243, "success": true, - "started_at_unix": 1788588362.975634, + "started_at_unix": 1788674785.8593805, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17080,9 +17080,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.015886999989334072, + "duration_ms": 0.013880999972570862, "success": true, - "started_at_unix": 1788588362.9756715, + "started_at_unix": 1788674785.859421, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17099,9 +17099,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 27.57267999999158, + "duration_ms": 32.55717000001823, "success": true, - "started_at_unix": 1788588362.975695, + "started_at_unix": 1788674785.859442, "bytes_sent": 241, "bytes_received": 614, "request_id": 29, @@ -17129,9 +17129,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.027649000003293622, + "duration_ms": 0.0373859999740489, "success": true, - "started_at_unix": 1788588363.0033681, + "started_at_unix": 1788674785.8921266, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17148,9 +17148,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.017237999998087616, + "duration_ms": 0.01998100003675063, "success": true, - "started_at_unix": 1788588363.0034058, + "started_at_unix": 1788674785.892177, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17167,9 +17167,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 24.55203499999925, + "duration_ms": 30.962819000023956, "success": true, - "started_at_unix": 1788588363.0034323, + "started_at_unix": 1788674785.8922098, "bytes_sent": 241, "bytes_received": 614, "request_id": 30, @@ -17197,9 +17197,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.024726999981794506, + "duration_ms": 0.03077600001688552, "success": true, - "started_at_unix": 1788588363.028065, + "started_at_unix": 1788674785.9232717, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17216,9 +17216,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.014770000007047202, + "duration_ms": 0.014972999963447364, "success": true, - "started_at_unix": 1788588363.028099, + "started_at_unix": 1788674785.923313, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17235,9 +17235,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 24.98519000002375, + "duration_ms": 29.989284000009775, "success": true, - "started_at_unix": 1788588363.0281222, + "started_at_unix": 1788674785.9233363, "bytes_sent": 241, "bytes_received": 614, "request_id": 31, @@ -17265,9 +17265,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.015869999998585627, + "duration_ms": 0.03773700001374891, "success": true, - "started_at_unix": 1788588363.0531676, + "started_at_unix": 1788674785.953476, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17284,9 +17284,9 @@ { "kind": "notification", "method": "textDocument/didClose", - "duration_ms": 0.010524000003897527, + "duration_ms": 0.01856800002997261, "success": true, - "started_at_unix": 1788588363.0532527, + "started_at_unix": 1788674785.9536417, "bytes_sent": 198, "bytes_received": 0, "request_id": null, @@ -17299,9 +17299,9 @@ { "kind": "request", "method": "shutdown", - "duration_ms": 1.4357830000051308, + "duration_ms": 2.1686950000230354, "success": true, - "started_at_unix": 1788588363.0532691, + "started_at_unix": 1788674785.9536686, "bytes_sent": 67, "bytes_received": 61, "request_id": 32, @@ -17319,9 +17319,9 @@ { "kind": "notification", "method": "exit", - "duration_ms": 0.017877000004773436, + "duration_ms": 0.034040999992157595, "success": true, - "started_at_unix": 1788588363.0547233, + "started_at_unix": 1788674785.955864, "bytes_sent": 55, "bytes_received": 0, "request_id": null, diff --git a/latest-results/summary-20260905T060452Z.csv b/latest-results/summary-20260905T060452Z.csv deleted file mode 100644 index 62af9bd..0000000 --- a/latest-results/summary-20260905T060452Z.csv +++ /dev/null @@ -1,132 +0,0 @@ -report_type,baseline_server_id,server_id,server_name,suite_name,scenario_name,point_label,method,method_display,success,mean_ms,p95_ms,non_empty_rate,result_metric_name,result_metric_label,result_metric_value,result_metric_delta,validation_passed,validation_failure_count -benchmark,pyright,pyright,Pyright,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,5.180007000004139,8.50707340000838,1.0,completion_item_count,Completions found,201.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.44902920000618,1.5514620000089963,1.0,completion_item_count,Completions found,223.0,22.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,28.093442000005098,101.3338943999997,1.0,completion_item_count,Completions found,250.0,49.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,129.51424660001294,288.9042904000121,1.0,completion_item_count,Completions found,188.0,-13.0,True,0 -benchmark,pyright,pyright,Pyright,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,1.030113599998117,1.2480897999978424,1.0,hover_text_char_count,Hover length,4019.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,0.1965910000023996,0.2181242000006023,1.0,hover_text_char_count,Hover length,4232.0,213.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,1.9078770000078293,3.0126480000092215,1.0,hover_text_char_count,Hover length,2589.0,-1430.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,133.7938263999945,136.1832141999912,1.0,hover_text_char_count,Hover length,4134.0,115.0,True,0 -benchmark,pyright,pyright,Pyright,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.26016679999827375,0.3571536000009701,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.15225060000148005,0.15758220000634537,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.12868819999880543,0.14376919999108395,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.785456199997725,0.8291987999996309,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,264.0637673999976,378.3025763999916,1.0,completion_item_count,Completions found,168.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,7.920835800001669,9.092975800007252,1.0,completion_item_count,Completions found,168.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,9.928530799993496,10.23202500001048,1.0,completion_item_count,Completions found,149.0,-19.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,False,3.259785800003101,3.4278811999968184,0.0,completion_item_count,Completions found,0.0,-168.0,False,10 -benchmark,pyright,pyright,Pyright,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,26.25011640000139,31.309306200009246,1.0,hover_text_char_count,Hover length,278.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.038599800004249,3.072780200005809,1.0,hover_text_char_count,Hover length,267.0,-11.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.9900033999931566,2.512394799998674,1.0,hover_text_char_count,Hover length,1909.0,1631.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,127.53062759999807,130.0532664000002,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,3.1910038000035,5.2843578000079106,1.0,completion_item_count,Completions found,10.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.038525000004256,5.926223199998049,1.0,completion_item_count,Completions found,261.0,251.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,17.185454600002004,58.24423340000634,1.0,completion_item_count,Completions found,15.0,5.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset completion,textDocument/completion,textDocument/completion,True,147.28087539999706,448.9777859999889,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.49167420000344464,0.5372060000013335,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.15407719999984693,0.18992780001099163,1.0,hover_text_char_count,Hover length,46.0,-11.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.18266820000576445,0.23446140002079116,1.0,hover_text_char_count,Hover length,298.0,241.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,118.43231880000076,120.11073499999725,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.3703226000027371,0.40812299998833623,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.1148023999974157,0.12035900000455513,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.7355257999961395,2.33370079999986,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,0.6878320000112126,0.7049526000116657,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,19.857752800010076,22.012792000015224,1.0,completion_item_count,Completions found,104.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,3.6043370000072628,3.6970326000016485,1.0,completion_item_count,Completions found,104.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,0.9805508000056307,1.0649631999967824,1.0,completion_item_count,Completions found,83.0,-21.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,172.94680260000632,198.16220840002075,1.0,completion_item_count,Completions found,143.0,39.0,True,0 -benchmark,pyright,pyright,Pyright,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,31.794461999999157,35.84069340000724,1.0,hover_text_char_count,Hover length,83.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.3895932000073117,2.4062430000014956,1.0,hover_text_char_count,Hover length,100.0,17.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.1001503999978013,2.708420800001931,1.0,hover_text_char_count,Hover length,858.0,775.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,179.65345220000017,182.56262719999654,1.0,hover_text_char_count,Hover length,71.0,-12.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,52.619797599999174,174.51870480000477,1.0,completion_item_count,Completions found,271.2,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,15.445539799998187,18.376093399996307,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,30.204187799995452,120.0257957999838,1.0,completion_item_count,Completions found,16.0,-255.2,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,40.7881199999963,52.61532420000776,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 -benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.6041574000050787,0.6851842000003217,1.0,hover_text_char_count,Hover length,350.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.20773159999976087,0.2594618000046012,1.0,hover_text_char_count,Hover length,329.0,-21.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,2.130419999991773,2.2393629999953646,1.0,hover_text_char_count,Hover length,2588.0,2238.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,143.755863399997,146.26094080001053,1.0,hover_text_char_count,Hover length,301.0,-49.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.3674970000020039,0.40863799999328876,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.15134379999608427,0.15671760000941504,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.11531819999959225,0.14027999999370877,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.8419100000025992,0.9219672000028821,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,326.4952629999982,743.6616412000034,1.0,completion_item_count,Completions found,440.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,12.513302400003568,13.47508719999837,1.0,completion_item_count,Completions found,448.0,8.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,18.973610400001917,24.04186160000563,1.0,completion_item_count,Completions found,256.0,-184.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,157.1008844000005,159.3531366000093,1.0,completion_item_count,Completions found,441.0,1.0,True,0 -benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,7.1220869999990555,9.027031199997282,1.0,hover_text_char_count,Hover length,4292.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.392233200004057,2.4447183999825484,1.0,hover_text_char_count,Hover length,4441.0,149.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.6606568000033803,8.547035200007256,1.0,hover_text_char_count,Hover length,794.0,-3498.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,137.118015599998,139.3369987999847,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,5.481312799997795,9.213367199993172,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,2.9335787999968943,6.31150500000217,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,55.21114719999787,213.5116267999876,1.0,completion_item_count,Completions found,15.0,14.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,130.0983217999999,265.8943736000026,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.2866912000049524,1.5510774000063066,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.3155227999911858,0.36518719998639426,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,2.728050399997528,2.780606999988322,1.0,hover_text_char_count,Hover length,13188.0,2616.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,246.05858680000665,265.5166280000003,1.0,hover_text_char_count,Hover length,10498.0,-74.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.4215788000010434,0.47878279999622464,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.15312300000687173,0.17161879998752738,1.0,location_count,Definitions found,2.0,1.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,1.3219579999940834,2.927478399976735,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.8787405999953535,1.0726604000012685,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,104.19473960000118,127.51497100000506,1.0,completion_item_count,Completions found,38.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,3.6226231999989977,3.7021605999996154,1.0,completion_item_count,Completions found,23.0,-15.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,9.03635220000183,24.031143999997084,1.0,completion_item_count,Completions found,17.0,-21.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,False,26.116417200000797,27.549945800001296,0.0,completion_item_count,Completions found,0.0,-38.0,False,10 -benchmark,pyright,pyright,Pyright,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,62.975520800000595,70.17962939999052,1.0,hover_text_char_count,Hover length,900.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.3929915999976856,3.4085078000032354,1.0,hover_text_char_count,Hover length,958.0,58.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,0.8872690000032435,2.3951472000021563,1.0,hover_text_char_count,Hover length,2137.0,1237.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,25.565334000009443,26.154903800005513,0.0,hover_text_char_count,Hover length,0.0,-900.0,False,10 -benchmark,pyright,pyright,Pyright,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,34.3808802000126,62.25450320000618,1.0,completion_item_count,Completions found,123.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,9.314105799990102,10.259423599978845,1.0,completion_item_count,Completions found,775.0,652.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,211.03918339999836,843.3562113999981,1.0,completion_item_count,Completions found,15.0,-108.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,100.12752920000025,101.99662000001126,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.4349414000046181,0.48086459999581166,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.3492862000086916,0.7245832000137398,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.166506600004368,0.18560759999672882,1.0,hover_text_char_count,Hover length,48.0,14.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,pipeline hover,textDocument/hover,textDocument/hover,False,1622.5606660000153,1677.2619295999903,0.0,hover_text_char_count,Hover length,0.0,-34.0,False,10 -benchmark,pyright,pyright,Pyright,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.4075136000039947,0.45542959999806953,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.24774979999051538,0.3114481999944019,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.17704300000787043,0.1926307999895016,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,1289.4025914000053,1343.3986616000198,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,5.543195199999218,6.522269799995684,0.0,completion_item_count,Completions found,0.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,5.479136799999651,6.152448600010985,1.0,completion_item_count,Completions found,23.0,23.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.954878200008352,18.10937780002177,0.0,completion_item_count,Completions found,0.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,2.295758599996134,2.5734030000080566,0.0,completion_item_count,Completions found,0.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,422.99640399999697,438.61452020001366,1.0,hover_text_char_count,Hover length,30.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,5.1415313999996215,5.233830799994621,1.0,hover_text_char_count,Hover length,7.0,-23.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,6.628171000011207,22.09396619999779,1.0,hover_text_char_count,Hover length,33.0,3.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,False,1519.709247199978,1535.3928553999822,0.0,hover_text_char_count,Hover length,0.0,-30.0,False,10 -benchmark,pyright,pyright,Pyright,web,,request args completion,textDocument/completion,textDocument/completion,True,4.508172800001375,8.703030400010903,1.0,completion_item_count,Completions found,14.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,5.056955399999197,7.611582200001975,1.0,completion_item_count,Completions found,467.0,453.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,36.050041600003624,116.32908500000096,1.0,completion_item_count,Completions found,254.4,240.4,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,39.1649038000196,62.75678640001842,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.49981959999740866,0.5340465999950084,1.0,hover_text_char_count,Hover length,26.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,client session hover,textDocument/hover,textDocument/hover,True,0.19437119999565766,0.3460853999911251,1.0,hover_text_char_count,Hover length,7.0,-19.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,client session hover,textDocument/hover,textDocument/hover,True,2.278047799995875,7.813376199993625,1.0,hover_text_char_count,Hover length,149.0,123.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,7.023042400010127,8.259803600014948,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.8790110000063578,1.0407382000039433,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.471626599994579,0.5566217999898981,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.29301579999696514,0.33593399999176654,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,11.277724600017791,20.18015479998212,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,3.44546980000473,4.073492000014767,1.0,completion_item_count,Completions found,205.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,3.5049373999925137,3.777872999989995,1.0,completion_item_count,Completions found,225.0,20.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,1.0455955999987054,2.915149600016775,1.0,completion_item_count,Completions found,32.0,-173.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,60.918582600004356,63.003702199989675,1.0,completion_item_count,Completions found,57.0,-148.0,True,0 -benchmark,pyright,pyright,Pyright,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,27.163192399996205,31.010275199980697,1.0,hover_text_char_count,Hover length,420.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.1828747999904863,2.2038967999890247,1.0,hover_text_char_count,Hover length,1613.0,1193.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.1358689999990474,4.462210799994182,1.0,hover_text_char_count,Hover length,3585.0,3165.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,170.70958419998306,172.34503459997086,1.0,hover_text_char_count,Hover length,880.0,460.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtins semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,0.807289200008654,0.9149094000122204,1.0,semantic_token_count,Semantic tokens found,30.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtin int computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.12218819999816333,0.12888439999301227,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.14640560000316327,0.15922840000826,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.20396959999970932,0.3565105999939533,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.11891660000173943,0.12942280001766449,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.14809179999701882,0.1533340000037242,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.15374419999716338,0.16783919998033525,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,edited narrowing recomputes type (edit+getComputedType),typeServer/getComputedType,typeServer/getComputedType,False,0.17638300000726304,0.21934719999308072,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,16.838476199995966,41.57279319998678,1.0,semantic_token_count,Semantic tokens found,126.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,transformers semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,44.932911000000786,57.65103820001513,1.0,semantic_token_count,Semantic tokens found,74.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,stdlib semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,4.428411600002846,4.646577800008345,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260906T060451Z.csv b/latest-results/summary-20260906T060451Z.csv new file mode 100644 index 0000000..72aacd0 --- /dev/null +++ b/latest-results/summary-20260906T060451Z.csv @@ -0,0 +1,132 @@ +report_type,baseline_server_id,server_id,server_name,suite_name,scenario_name,point_label,method,method_display,success,mean_ms,p95_ms,non_empty_rate,result_metric_name,result_metric_label,result_metric_value,result_metric_delta,validation_passed,validation_failure_count +benchmark,pyright,pyright,Pyright,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,7.277509199991528,10.48512719999053,1.0,completion_item_count,Completions found,201.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.6750311999771839,1.8413167999824507,1.0,completion_item_count,Completions found,223.0,22.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,34.57176819998722,125.36119520000281,1.0,completion_item_count,Completions found,250.0,49.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,206.5020423999954,376.57701959999486,1.0,completion_item_count,Completions found,188.0,-13.0,True,0 +benchmark,pyright,pyright,Pyright,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,1.184337600005847,1.3751497999976436,1.0,hover_text_char_count,Hover length,4019.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,0.28069899998399706,0.3168114000004607,1.0,hover_text_char_count,Hover length,4232.0,213.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,2.260127400006695,2.6251434000187146,1.0,hover_text_char_count,Hover length,2589.0,-1430.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,191.62856760000295,201.23339360000045,1.0,hover_text_char_count,Hover length,4134.0,115.0,True,0 +benchmark,pyright,pyright,Pyright,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.4363506000061079,0.4857797999932245,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.17854220000117493,0.19799940000666538,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.20000499999923704,0.2078605999940919,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,1.024205599992456,1.099703799980034,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,331.83696480000435,451.9630963999987,1.0,completion_item_count,Completions found,168.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,9.718004600028962,10.842044400033046,1.0,completion_item_count,Completions found,168.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,True,12.704632799989213,15.156036799999129,1.0,completion_item_count,Completions found,149.0,-19.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then complete (edit+completion),textDocument/completion,textDocument/completion,False,4.098203000000922,4.516436599999452,0.0,completion_item_count,Completions found,0.0,-168.0,False,10 +benchmark,pyright,pyright,Pyright,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,32.464477200005604,37.24483640002063,1.0,hover_text_char_count,Hover length,278.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.5771783999848594,3.6429471999895213,1.0,hover_text_char_count,Hover length,267.0,-11.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.6805741999851307,2.7076329999772497,1.0,hover_text_char_count,Hover length,1909.0,1631.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,175.19603040001357,178.30495480001218,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,3.87216160000321,6.593159999988529,1.0,completion_item_count,Completions found,10.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.747038200014231,7.397479000019302,1.0,completion_item_count,Completions found,261.0,251.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,19.50508240001909,74.52248900001449,1.0,completion_item_count,Completions found,15.0,5.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset completion,textDocument/completion,textDocument/completion,True,196.61956659998623,586.7138123999779,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.5071906000125637,0.592768200010596,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.18903680000903478,0.20882460000848369,1.0,hover_text_char_count,Hover length,46.0,-11.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.23393239999904836,0.26163659999838274,1.0,hover_text_char_count,Hover length,298.0,241.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,165.84593039999618,167.37008959997866,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.39319760000466886,0.4354334000026938,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.14607499999783613,0.15754860002061832,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.1770337999801086,0.19921939996265792,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,1.1312397999972745,1.2133261999906608,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,23.04653439999811,24.734121800003095,1.0,completion_item_count,Completions found,104.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.266009599996323,4.623450999986289,1.0,completion_item_count,Completions found,104.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,2.339829200002441,6.233025799997448,1.0,completion_item_count,Completions found,83.0,-21.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then complete (edit+completion),textDocument/completion,textDocument/completion,True,245.17273039999736,287.42820380000467,1.0,completion_item_count,Completions found,143.0,39.0,True,0 +benchmark,pyright,pyright,Pyright,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,37.743445200004544,43.165315599998166,1.0,hover_text_char_count,Hover length,83.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.732537599990792,2.7505007999934605,1.0,hover_text_char_count,Hover length,100.0,17.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.850516999991214,3.748579799980689,1.0,hover_text_char_count,Hover length,858.0,775.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,edit queryset then hover (edit+hover),textDocument/hover,textDocument/hover,True,249.07608360000495,257.2068912000077,1.0,hover_text_char_count,Hover length,71.0,-12.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,71.60723100000723,235.72127720000816,1.0,completion_item_count,Completions found,271.2,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,18.253862999983994,21.901514400008182,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,39.992364000011094,149.3736200000171,1.0,completion_item_count,Completions found,16.0,-255.2,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,57.05626700000721,83.56071880001537,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 +benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.7311635999997179,0.864080600001671,1.0,hover_text_char_count,Hover length,350.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.2507020000166449,0.2881150000348498,1.0,hover_text_char_count,Hover length,329.0,-21.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,2.4858913999992183,2.739607599971805,1.0,hover_text_char_count,Hover length,2588.0,2238.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,195.7277844000032,197.9175508000253,1.0,hover_text_char_count,Hover length,301.0,-49.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.40285859998903106,0.51971979999621,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.18682300001273688,0.23300880003489507,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.22703820001197528,0.2378583999870898,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,build report definition,textDocument/definition,textDocument/definition,True,1.030413199987379,1.1139153999693008,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,771.7566751999982,1222.677406999992,1.0,completion_item_count,Completions found,440.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,16.787079199991695,18.504251000013028,1.0,completion_item_count,Completions found,448.0,8.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,15.807797599984497,23.932990399998744,1.0,completion_item_count,Completions found,256.0,-184.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then complete (edit+completion),textDocument/completion,textDocument/completion,True,226.24900200000866,231.23651040001505,1.0,completion_item_count,Completions found,441.0,1.0,True,0 +benchmark,pyright,pyright,Pyright,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,13.061443600003031,15.851800000001504,1.0,hover_text_char_count,Hover length,4292.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.73379399999385,2.779460200019912,1.0,hover_text_char_count,Hover length,4441.0,149.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,15.977584799998112,51.39744500000914,1.0,hover_text_char_count,Hover length,794.0,-3498.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,195.32767619998594,201.10611079999217,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,11.696618799999214,19.528397600021208,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,3.6943170000085956,8.808449999992261,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,65.28468219999013,252.49632480002896,1.0,completion_item_count,Completions found,15.0,14.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,195.3352212000027,378.44775679997156,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.578476400004547,2.0551282000042193,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.37783840002703073,0.39761420001696024,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.1887645999991037,1.8988799999988257,1.0,hover_text_char_count,Hover length,13188.0,2616.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,331.02324919999546,341.87433279998913,1.0,hover_text_char_count,Hover length,10498.0,-74.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.4308566000020164,0.5187999999861859,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.1875943999834817,0.20249680001143133,1.0,location_count,Definitions found,2.0,1.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.2130969999939225,0.2395367999838527,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,1.1048752000192508,1.2518648000195753,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,141.42243399999757,173.52657160000717,1.0,completion_item_count,Completions found,38.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.185930400001325,4.539843800000654,1.0,completion_item_count,Completions found,23.0,-15.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,True,3.444468400016376,7.645536199993329,1.0,completion_item_count,Completions found,17.0,-21.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit query then complete (edit+completion),textDocument/completion,textDocument/completion,False,37.473278799984655,37.80334799996581,0.0,completion_item_count,Completions found,0.0,-38.0,False,10 +benchmark,pyright,pyright,Pyright,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,87.19524340000362,96.56223940000359,1.0,hover_text_char_count,Hover length,900.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.886729199984984,3.9200049999635667,1.0,hover_text_char_count,Hover length,958.0,58.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,True,5.729215399981058,11.766557199996441,1.0,hover_text_char_count,Hover length,2137.0,1237.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,37.48970360001067,37.73571579997679,0.0,hover_text_char_count,Hover length,0.0,-900.0,False,10 +benchmark,pyright,pyright,Pyright,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,55.86775339997985,88.56903139998167,1.0,completion_item_count,Completions found,123.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,10.51374119999764,11.600226800010205,1.0,completion_item_count,Completions found,775.0,652.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,242.07690559999264,967.5294796000114,1.0,completion_item_count,Completions found,15.0,-108.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,137.9233847999899,142.6424441999643,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.4214705999970647,0.46080780000465893,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.1882981999870026,0.21613839996916795,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.18289319998530118,0.19522559999813893,1.0,hover_text_char_count,Hover length,48.0,14.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,pipeline hover,textDocument/hover,textDocument/hover,False,2771.306014800007,2824.1795420000244,0.0,hover_text_char_count,Hover length,0.0,-34.0,False,10 +benchmark,pyright,pyright,Pyright,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.4353374000061194,0.4874344000086239,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.2677474000051916,0.29191919998083904,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.1917575999868859,0.20589859998381144,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,2264.2420881999897,2347.2872107999933,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,5.533038600003692,5.703135999999631,0.0,completion_item_count,Completions found,0.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,6.094230800010791,6.4219148000120185,1.0,completion_item_count,Completions found,23.0,23.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,11.129707800012056,27.165563799997017,0.0,completion_item_count,Completions found,0.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit prediction then complete (edit+completion),textDocument/completion,textDocument/completion,True,2.671958399992036,2.746804000003067,0.0,completion_item_count,Completions found,0.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,587.5368846000129,616.1384038000165,1.0,hover_text_char_count,Hover length,30.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,5.86035459998584,6.124444999966272,1.0,hover_text_char_count,Hover length,7.0,-23.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,True,1.1097692000021198,2.937960800022665,1.0,hover_text_char_count,Hover length,33.0,3.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,transformers,,edit tokenizer then hover (edit+hover),textDocument/hover,textDocument/hover,False,2624.896276199979,2691.4485337999736,0.0,hover_text_char_count,Hover length,0.0,-30.0,False,10 +benchmark,pyright,pyright,Pyright,web,,request args completion,textDocument/completion,textDocument/completion,True,4.860869399999501,8.060312199972941,1.0,completion_item_count,Completions found,14.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,6.635977200016896,9.34464020001542,1.0,completion_item_count,Completions found,467.0,453.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,40.6961534000061,143.33189260000833,1.0,completion_item_count,Completions found,254.4,240.4,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,67.81417559998317,115.50845620001836,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.6110767999985001,0.7359181999959219,1.0,hover_text_char_count,Hover length,26.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,client session hover,textDocument/hover,textDocument/hover,True,0.18013879999898563,0.19440199999962715,1.0,hover_text_char_count,Hover length,7.0,-19.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,client session hover,textDocument/hover,textDocument/hover,True,4.063376200008406,14.474485400000955,1.0,hover_text_char_count,Hover length,149.0,123.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,119.59505360000549,266.9304975999694,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.7359017999874595,0.8721365999690533,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.5121796000025824,0.5958926000403153,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.3444518000037533,0.3649145999929715,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,4.467509200026143,5.543511800010492,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,4.823158199997124,6.237980999992487,1.0,completion_item_count,Completions found,205.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,5.014944200024729,6.842744000039147,1.0,completion_item_count,Completions found,225.0,20.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,1.190013200005069,3.0223354000099785,1.0,completion_item_count,Completions found,32.0,-173.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then complete (edit+completion),textDocument/completion,textDocument/completion,True,80.26553300001069,83.17261059996781,1.0,completion_item_count,Completions found,57.0,-148.0,True,0 +benchmark,pyright,pyright,Pyright,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,32.90050100001736,37.73741879999761,1.0,hover_text_char_count,Hover length,420.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,2.564906999998584,2.601531000016166,1.0,hover_text_char_count,Hover length,1613.0,1193.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,3.7925961999803803,4.4730685999752495,1.0,hover_text_char_count,Hover length,3585.0,3165.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,233.4760914000526,242.15996140001153,1.0,hover_text_char_count,Hover length,880.0,460.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtins semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,1.7831483999998454,4.5785902000034175,1.0,semantic_token_count,Semantic tokens found,30.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,builtin int computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.13543299999128067,0.1498808000178542,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.19081899999946472,0.21596099999214857,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.1730869999960305,0.19096939997780282,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.1625114000148642,0.1702824000176406,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.17955399999891597,0.2059020000046985,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.16174479999335745,0.1735341999733464,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,edited narrowing recomputes type (edit+getComputedType),typeServer/getComputedType,typeServer/getComputedType,False,0.17660840001099132,0.199425600021641,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,19.74108399998613,30.310101600014146,1.0,semantic_token_count,Semantic tokens found,126.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,transformers semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,100.01112700000476,130.0156580000248,1.0,semantic_token_count,Semantic tokens found,74.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,stdlib semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,11.301919000004546,19.517325999993318,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260905T060452Z.json b/latest-results/summary-20260906T060451Z.json similarity index 93% rename from latest-results/summary-20260905T060452Z.json rename to latest-results/summary-20260906T060451Z.json index 1907b49..33e2866 100644 --- a/latest-results/summary-20260905T060452Z.json +++ b/latest-results/summary-20260906T060451Z.json @@ -17,12 +17,12 @@ "tsp_semantic" ], "baseline_server": "pyright", - "generated_at": "20260905T060452Z", + "generated_at": "20260906T060451Z", "servers": [ { "id": "pyright", "display_name": "Pyright", - "output_path": "results/bench-servers/pyright-20260905T060452Z.json", + "output_path": "results/bench-servers/pyright-20260906T060451Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -58,7 +58,7 @@ { "id": "ty", "display_name": "Ty", - "output_path": "results/bench-servers/ty-20260905T060452Z.json", + "output_path": "results/bench-servers/ty-20260906T060451Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -91,7 +91,7 @@ { "id": "pyrefly", "display_name": "Pyrefly", - "output_path": "results/bench-servers/pyrefly-20260905T060452Z.json", + "output_path": "results/bench-servers/pyrefly-20260906T060451Z.json", "success": false, "benchmark_count": 8, "command": [ @@ -131,7 +131,7 @@ { "id": "pylsp-mypy", "display_name": "pylsp-mypy", - "output_path": "results/bench-servers/pylsp-mypy-20260905T060452Z.json", + "output_path": "results/bench-servers/pylsp-mypy-20260906T060451Z.json", "success": false, "benchmark_count": 6, "command": [ diff --git a/latest-results/summary-20260905T060452Z.md b/latest-results/summary-20260906T060451Z.md similarity index 60% rename from latest-results/summary-20260905T060452Z.md rename to latest-results/summary-20260906T060451Z.md index e1dfd2b..3854036 100644 --- a/latest-results/summary-20260905T060452Z.md +++ b/latest-results/summary-20260906T060451Z.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260905T060452Z.json` +Generated from `results/bench-servers/summary-20260906T060451Z.json` -- Generated at: 20260905T060452Z +- Generated at: 20260906T060451Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260905T060452Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 6 | 4084.81 | 3.20 | 150 | 100% | 0 | -| Pyrefly | no | 8 | 6320.79 | 12.72 | 205 | 97% | 2 | -| Pyright | yes | 6 | 26941.05 | 47.14 | 150 | 97% | 0 | -| pylsp-mypy | no | 6 | 153767.57 | 224.85 | 150 | 80% | 5 | +| Ty | yes | 6 | 4817.67 | 3.86 | 150 | 100% | 0 | +| Pyrefly | no | 8 | 7932.25 | 16.24 | 205 | 97% | 2 | +| Pyright | yes | 6 | 37935.49 | 74.41 | 150 | 97% | 0 | +| pylsp-mypy | no | 6 | 207334.55 | 367.36 | 150 | 80% | 5 | *Wall clock ms includes server startup, warmup iterations, and shutdown — but excludes one-time environment creation and dependency installation.* @@ -41,10 +41,10 @@ Generated from `results/bench-servers/summary-20260905T060452Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 306.18 | 2.55 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 567.12 | 8.41 | 5 | 25 | 100% | 0 | -| Pyright | yes | 3375.32 | 59.36 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 5726.42 | 78.98 | 5 | 25 | 80% | 1 | +| Ty | yes | 375.38 | 3.09 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 775.10 | 10.48 | 5 | 25 | 100% | 0 | +| Pyright | yes | 4360.23 | 74.64 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 7885.11 | 115.69 | 5 | 25 | 80% | 1 | ### dataframe completion @@ -52,10 +52,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 1.45 | 1.55 | 100% | 223.00 | +22.00 | pass | -| Pyright | yes | 5.18 | 8.51 | 100% | 201.00 | 0.00 | pass | -| Pyrefly | yes | 28.09 | 101.33 | 100% | 250.00 | +49.00 | pass | -| pylsp-mypy | yes | 129.51 | 288.90 | 100% | 188.00 | -13.00 | pass | +| Ty | yes | 1.68 | 1.84 | 100% | 223.00 | +22.00 | pass | +| Pyright | yes | 7.28 | 10.49 | 100% | 201.00 | 0.00 | pass | +| Pyrefly | yes | 34.57 | 125.36 | 100% | 250.00 | +49.00 | pass | +| pylsp-mypy | yes | 206.50 | 376.58 | 100% | 188.00 | -13.00 | pass | ### dataframe describe hover @@ -63,10 +63,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.20 | 0.22 | 100% | 4232.00 | +213.00 | pass | -| Pyright | yes | 1.03 | 1.25 | 100% | 4019.00 | 0.00 | pass | -| Pyrefly | yes | 1.91 | 3.01 | 100% | 2589.00 | -1430.00 | pass | -| pylsp-mypy | yes | 133.79 | 136.18 | 100% | 4134.00 | +115.00 | pass | +| Ty | yes | 0.28 | 0.32 | 100% | 4232.00 | +213.00 | pass | +| Pyright | yes | 1.18 | 1.38 | 100% | 4019.00 | 0.00 | pass | +| Pyrefly | yes | 2.26 | 2.63 | 100% | 2589.00 | -1430.00 | pass | +| pylsp-mypy | yes | 191.63 | 201.23 | 100% | 4134.00 | +115.00 | pass | ### summarize definition @@ -74,10 +74,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.13 | 0.14 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.26 | 0.36 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 0.79 | 0.83 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.18 | 0.20 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.20 | 0.21 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.44 | 0.49 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.02 | 1.10 | 100% | 1.00 | 0.00 | pass | ### edit array then complete (edit+completion) @@ -85,10 +85,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| pylsp-mypy | no | 3.26 | 3.43 | 0% | 0.00 | -168.00 | fail (10) | -| Ty | yes | 7.92 | 9.09 | 100% | 168.00 | 0.00 | pass | -| Pyrefly | yes | 9.93 | 10.23 | 100% | 149.00 | -19.00 | pass | -| Pyright | yes | 264.06 | 378.30 | 100% | 168.00 | 0.00 | pass | +| pylsp-mypy | no | 4.10 | 4.52 | 0% | 0.00 | -168.00 | fail (10) | +| Ty | yes | 9.72 | 10.84 | 100% | 168.00 | 0.00 | pass | +| Pyrefly | yes | 12.70 | 15.16 | 100% | 149.00 | -19.00 | pass | +| Pyright | yes | 331.84 | 451.96 | 100% | 168.00 | 0.00 | pass | ### edit array then hover (edit+hover) @@ -96,10 +96,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.99 | 2.51 | 100% | 1909.00 | +1631.00 | pass | -| Ty | yes | 3.04 | 3.07 | 100% | 267.00 | -11.00 | pass | -| Pyright | yes | 26.25 | 31.31 | 100% | 278.00 | 0.00 | pass | -| pylsp-mypy | yes | 127.53 | 130.05 | 100% | 5662.00 | +5384.00 | pass | +| Pyrefly | yes | 2.68 | 2.71 | 100% | 1909.00 | +1631.00 | pass | +| Ty | yes | 3.58 | 3.64 | 100% | 267.00 | -11.00 | pass | +| Pyright | yes | 32.46 | 37.24 | 100% | 278.00 | 0.00 | pass | +| pylsp-mypy | yes | 175.20 | 178.30 | 100% | 5662.00 | +5384.00 | pass | ### Result Differences @@ -112,10 +112,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 207.43 | 2.06 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 228.45 | 4.04 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1087.84 | 11.14 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 5492.42 | 123.80 | 5 | 25 | 100% | 0 | +| Ty | yes | 251.80 | 2.42 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 281.43 | 4.82 | 5 | 25 | 100% | 0 | +| Pyright | yes | 1389.54 | 13.11 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 7693.25 | 171.57 | 5 | 25 | 100% | 0 | ### queryset completion @@ -123,10 +123,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyright | yes | 3.19 | 5.28 | 100% | 10.00 | 0.00 | pass | -| Ty | yes | 4.04 | 5.93 | 100% | 261.00 | +251.00 | pass | -| Pyrefly | yes | 17.19 | 58.24 | 100% | 15.00 | +5.00 | pass | -| pylsp-mypy | yes | 147.28 | 448.98 | 100% | 2.00 | -8.00 | pass | +| Pyright | yes | 3.87 | 6.59 | 100% | 10.00 | 0.00 | pass | +| Ty | yes | 4.75 | 7.40 | 100% | 261.00 | +251.00 | pass | +| Pyrefly | yes | 19.51 | 74.52 | 100% | 15.00 | +5.00 | pass | +| pylsp-mypy | yes | 196.62 | 586.71 | 100% | 2.00 | -8.00 | pass | ### queryset filter hover @@ -134,10 +134,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.15 | 0.19 | 100% | 46.00 | -11.00 | pass | -| Pyrefly | yes | 0.18 | 0.23 | 100% | 298.00 | +241.00 | pass | -| Pyright | yes | 0.49 | 0.54 | 100% | 57.00 | 0.00 | pass | -| pylsp-mypy | yes | 118.43 | 120.11 | 100% | 57.00 | 0.00 | pass | +| Ty | yes | 0.19 | 0.21 | 100% | 46.00 | -11.00 | pass | +| Pyrefly | yes | 0.23 | 0.26 | 100% | 298.00 | +241.00 | pass | +| Pyright | yes | 0.51 | 0.59 | 100% | 57.00 | 0.00 | pass | +| pylsp-mypy | yes | 165.85 | 167.37 | 100% | 57.00 | 0.00 | pass | ### model definition @@ -145,10 +145,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.11 | 0.12 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 0.69 | 0.70 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.74 | 2.33 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.18 | 0.20 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.39 | 0.44 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.13 | 1.21 | 100% | 1.00 | 0.00 | pass | ### edit queryset then complete (edit+completion) @@ -156,10 +156,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.98 | 1.06 | 100% | 83.00 | -21.00 | pass | -| Ty | yes | 3.60 | 3.70 | 100% | 104.00 | 0.00 | pass | -| Pyright | yes | 19.86 | 22.01 | 100% | 104.00 | 0.00 | pass | -| pylsp-mypy | yes | 172.95 | 198.16 | 100% | 143.00 | +39.00 | pass | +| Pyrefly | yes | 2.34 | 6.23 | 100% | 83.00 | -21.00 | pass | +| Ty | yes | 4.27 | 4.62 | 100% | 104.00 | 0.00 | pass | +| Pyright | yes | 23.05 | 24.73 | 100% | 104.00 | 0.00 | pass | +| pylsp-mypy | yes | 245.17 | 287.43 | 100% | 143.00 | +39.00 | pass | ### edit queryset then hover (edit+hover) @@ -167,10 +167,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.10 | 2.71 | 100% | 858.00 | +775.00 | pass | -| Ty | yes | 2.39 | 2.41 | 100% | 100.00 | +17.00 | pass | -| Pyright | yes | 31.79 | 35.84 | 100% | 83.00 | 0.00 | pass | -| pylsp-mypy | yes | 179.65 | 182.56 | 100% | 71.00 | -12.00 | pass | +| Pyrefly | yes | 1.85 | 3.75 | 100% | 858.00 | +775.00 | pass | +| Ty | yes | 2.73 | 2.75 | 100% | 100.00 | +17.00 | pass | +| Pyright | yes | 37.74 | 43.17 | 100% | 83.00 | 0.00 | pass | +| pylsp-mypy | yes | 249.08 | 257.21 | 100% | 71.00 | -12.00 | pass | ### Result Differences @@ -183,10 +183,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 683.08 | 6.14 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 572.80 | 10.82 | 5 | 25 | 100% | 0 | -| Pyright | yes | 6684.76 | 77.44 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 5619.36 | 95.92 | 5 | 25 | 100% | 0 | +| Ty | yes | 829.67 | 7.64 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 781.35 | 14.90 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 7859.85 | 135.08 | 5 | 25 | 100% | 0 | +| Pyright | yes | 10629.21 | 171.51 | 5 | 25 | 100% | 0 | ### report dataframe completion @@ -194,10 +194,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 15.45 | 18.38 | 100% | 1000.00 | +728.80 | pass | -| Pyrefly | yes | 30.20 | 120.03 | 100% | 16.00 | -255.20 | pass | -| pylsp-mypy | yes | 40.79 | 52.62 | 100% | 6.00 | -265.20 | pass | -| Pyright | yes | 52.62 | 174.52 | 100% | 271.20 | 0.00 | pass | +| Ty | yes | 18.25 | 21.90 | 100% | 1000.00 | +728.80 | pass | +| Pyrefly | yes | 39.99 | 149.37 | 100% | 16.00 | -255.20 | pass | +| pylsp-mypy | yes | 57.06 | 83.56 | 100% | 6.00 | -265.20 | pass | +| Pyright | yes | 71.61 | 235.72 | 100% | 271.20 | 0.00 | pass | ### dataframe groupby hover @@ -205,10 +205,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.21 | 0.26 | 100% | 329.00 | -21.00 | pass | -| Pyright | yes | 0.60 | 0.69 | 100% | 350.00 | 0.00 | pass | -| Pyrefly | yes | 2.13 | 2.24 | 100% | 2588.00 | +2238.00 | pass | -| pylsp-mypy | yes | 143.76 | 146.26 | 100% | 301.00 | -49.00 | pass | +| Ty | yes | 0.25 | 0.29 | 100% | 329.00 | -21.00 | pass | +| Pyright | yes | 0.73 | 0.86 | 100% | 350.00 | 0.00 | pass | +| Pyrefly | yes | 2.49 | 2.74 | 100% | 2588.00 | +2238.00 | pass | +| pylsp-mypy | yes | 195.73 | 197.92 | 100% | 301.00 | -49.00 | pass | ### build report definition @@ -216,10 +216,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.12 | 0.14 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.37 | 0.41 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 0.84 | 0.92 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.19 | 0.23 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.23 | 0.24 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.40 | 0.52 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.03 | 1.11 | 100% | 1.00 | 0.00 | pass | ### edit dataframe then complete (edit+completion) @@ -227,10 +227,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 12.51 | 13.48 | 100% | 448.00 | +8.00 | pass | -| Pyrefly | yes | 18.97 | 24.04 | 100% | 256.00 | -184.00 | pass | -| pylsp-mypy | yes | 157.10 | 159.35 | 100% | 441.00 | +1.00 | pass | -| Pyright | yes | 326.50 | 743.66 | 100% | 440.00 | 0.00 | pass | +| Pyrefly | yes | 15.81 | 23.93 | 100% | 256.00 | -184.00 | pass | +| Ty | yes | 16.79 | 18.50 | 100% | 448.00 | +8.00 | pass | +| pylsp-mypy | yes | 226.25 | 231.24 | 100% | 441.00 | +1.00 | pass | +| Pyright | yes | 771.76 | 1222.68 | 100% | 440.00 | 0.00 | pass | ### edit dataframe then hover (edit+hover) @@ -238,10 +238,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 2.39 | 2.44 | 100% | 4441.00 | +149.00 | pass | -| Pyrefly | yes | 2.66 | 8.55 | 100% | 794.00 | -3498.00 | pass | -| Pyright | yes | 7.12 | 9.03 | 100% | 4292.00 | 0.00 | pass | -| pylsp-mypy | yes | 137.12 | 139.34 | 100% | 232.00 | -4060.00 | pass | +| Ty | yes | 2.73 | 2.78 | 100% | 4441.00 | +149.00 | pass | +| Pyright | yes | 13.06 | 15.85 | 100% | 4292.00 | 0.00 | pass | +| Pyrefly | yes | 15.98 | 51.40 | 100% | 794.00 | -3498.00 | pass | +| pylsp-mypy | yes | 195.33 | 201.11 | 100% | 232.00 | -4060.00 | pass | ### Result Differences @@ -254,10 +254,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 303.70 | 2.08 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 676.25 | 13.84 | 5 | 25 | 100% | 0 | -| Pyright | yes | 2538.87 | 34.87 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 5153.93 | 85.74 | 5 | 25 | 60% | 2 | +| Ty | yes | 349.16 | 2.47 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 756.41 | 15.17 | 5 | 25 | 100% | 0 | +| Pyright | yes | 3613.83 | 48.46 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 7254.52 | 120.49 | 5 | 25 | 60% | 2 | ### query completion @@ -265,10 +265,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 2.93 | 6.31 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 5.48 | 9.21 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 55.21 | 213.51 | 100% | 15.00 | +14.00 | pass | -| pylsp-mypy | yes | 130.10 | 265.89 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 3.69 | 8.81 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 11.70 | 19.53 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 65.28 | 252.50 | 100% | 15.00 | +14.00 | pass | +| pylsp-mypy | yes | 195.34 | 378.45 | 100% | 1.00 | 0.00 | pass | ### sessionmaker hover @@ -276,10 +276,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.32 | 0.37 | 100% | 10621.00 | +49.00 | pass | -| Pyright | yes | 1.29 | 1.55 | 100% | 10572.00 | 0.00 | pass | -| Pyrefly | yes | 2.73 | 2.78 | 100% | 13188.00 | +2616.00 | pass | -| pylsp-mypy | yes | 246.06 | 265.52 | 100% | 10498.00 | -74.00 | pass | +| Ty | yes | 0.38 | 0.40 | 100% | 10621.00 | +49.00 | pass | +| Pyrefly | yes | 1.19 | 1.90 | 100% | 13188.00 | +2616.00 | pass | +| Pyright | yes | 1.58 | 2.06 | 100% | 10572.00 | 0.00 | pass | +| pylsp-mypy | yes | 331.02 | 341.87 | 100% | 10498.00 | -74.00 | pass | ### mapped class definition @@ -287,10 +287,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.15 | 0.17 | 100% | 2.00 | +1.00 | pass | -| Pyright | yes | 0.42 | 0.48 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 0.88 | 1.07 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 1.32 | 2.93 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.19 | 0.20 | 100% | 2.00 | +1.00 | pass | +| Pyrefly | yes | 0.21 | 0.24 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.43 | 0.52 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.10 | 1.25 | 100% | 1.00 | 0.00 | pass | ### edit query then complete (edit+completion) @@ -298,10 +298,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 3.62 | 3.70 | 100% | 23.00 | -15.00 | pass | -| Pyrefly | yes | 9.04 | 24.03 | 100% | 17.00 | -21.00 | pass | -| pylsp-mypy | no | 26.12 | 27.55 | 0% | 0.00 | -38.00 | fail (10) | -| Pyright | yes | 104.19 | 127.51 | 100% | 38.00 | 0.00 | pass | +| Pyrefly | yes | 3.44 | 7.65 | 100% | 17.00 | -21.00 | pass | +| Ty | yes | 4.19 | 4.54 | 100% | 23.00 | -15.00 | pass | +| pylsp-mypy | no | 37.47 | 37.80 | 0% | 0.00 | -38.00 | fail (10) | +| Pyright | yes | 141.42 | 173.53 | 100% | 38.00 | 0.00 | pass | ### edit session then hover (edit+hover) @@ -309,10 +309,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.89 | 2.40 | 100% | 2137.00 | +1237.00 | pass | -| Ty | yes | 3.39 | 3.41 | 100% | 958.00 | +58.00 | pass | -| pylsp-mypy | no | 25.57 | 26.15 | 0% | 0.00 | -900.00 | fail (10) | -| Pyright | yes | 62.98 | 70.18 | 100% | 900.00 | 0.00 | pass | +| Ty | yes | 3.89 | 3.92 | 100% | 958.00 | +58.00 | pass | +| Pyrefly | yes | 5.73 | 11.77 | 100% | 2137.00 | +1237.00 | pass | +| pylsp-mypy | no | 37.49 | 37.74 | 0% | 0.00 | -900.00 | fail (10) | +| Pyright | yes | 87.20 | 96.56 | 100% | 900.00 | 0.00 | pass | ### Result Differences @@ -326,10 +326,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 2317.31 | 4.11 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 2125.98 | 44.99 | 5 | 25 | 80% | 0 | -| Pyright | yes | 12158.73 | 92.75 | 5 | 25 | 80% | 0 | -| pylsp-mypy | no | 128323.06 | 906.82 | 5 | 25 | 40% | 2 | +| Ty | yes | 2692.29 | 4.58 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 2416.76 | 50.94 | 5 | 25 | 80% | 0 | +| Pyright | yes | 16516.76 | 129.96 | 5 | 25 | 80% | 0 | +| pylsp-mypy | no | 171954.81 | 1560.21 | 5 | 25 | 40% | 2 | ### classifier pipeline completion @@ -337,10 +337,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 9.31 | 10.26 | 100% | 775.00 | +652.00 | pass | -| Pyright | yes | 34.38 | 62.25 | 100% | 123.00 | 0.00 | pass | -| pylsp-mypy | yes | 100.13 | 102.00 | 100% | 2.00 | -121.00 | pass | -| Pyrefly | yes | 211.04 | 843.36 | 100% | 15.00 | -108.00 | pass | +| Ty | yes | 10.51 | 11.60 | 100% | 775.00 | +652.00 | pass | +| Pyright | yes | 55.87 | 88.57 | 100% | 123.00 | 0.00 | pass | +| pylsp-mypy | yes | 137.92 | 142.64 | 100% | 2.00 | -121.00 | pass | +| Pyrefly | yes | 242.08 | 967.53 | 100% | 15.00 | -108.00 | pass | ### pipeline hover @@ -348,10 +348,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.17 | 0.19 | 100% | 48.00 | +14.00 | pass | -| Ty | yes | 0.35 | 0.72 | 100% | 7.00 | -27.00 | pass | -| Pyright | yes | 0.43 | 0.48 | 100% | 34.00 | 0.00 | pass | -| pylsp-mypy | no | 1622.56 | 1677.26 | 0% | 0.00 | -34.00 | fail (10) | +| Pyrefly | yes | 0.18 | 0.20 | 100% | 48.00 | +14.00 | pass | +| Ty | yes | 0.19 | 0.22 | 100% | 7.00 | -27.00 | pass | +| Pyright | yes | 0.42 | 0.46 | 100% | 34.00 | 0.00 | pass | +| pylsp-mypy | no | 2771.31 | 2824.18 | 0% | 0.00 | -34.00 | fail (10) | ### auto tokenizer definition @@ -359,10 +359,10 @@ Method: `textDocument/definition` | Server | Success | Mean ms | P95 ms | Non-empty % | Definitions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.18 | 0.19 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.25 | 0.31 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.41 | 0.46 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1289.40 | 1343.40 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.19 | 0.21 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.27 | 0.29 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.44 | 0.49 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 2264.24 | 2347.29 | 100% | 1.00 | 0.00 | pass | ### edit prediction then complete (edit+completion) @@ -370,10 +370,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| pylsp-mypy | yes | 2.30 | 2.57 | 0% | 0.00 | 0.00 | pass | -| Ty | yes | 5.48 | 6.15 | 100% | 23.00 | +23.00 | pass | -| Pyright | yes | 5.54 | 6.52 | 0% | 0.00 | 0.00 | pass | -| Pyrefly | yes | 6.95 | 18.11 | 0% | 0.00 | 0.00 | pass | +| pylsp-mypy | yes | 2.67 | 2.75 | 0% | 0.00 | 0.00 | pass | +| Pyright | yes | 5.53 | 5.70 | 0% | 0.00 | 0.00 | pass | +| Ty | yes | 6.09 | 6.42 | 100% | 23.00 | +23.00 | pass | +| Pyrefly | yes | 11.13 | 27.17 | 0% | 0.00 | 0.00 | pass | ### edit tokenizer then hover (edit+hover) @@ -381,10 +381,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 5.14 | 5.23 | 100% | 7.00 | -23.00 | pass | -| Pyrefly | yes | 6.63 | 22.09 | 100% | 33.00 | +3.00 | pass | -| Pyright | yes | 423.00 | 438.61 | 100% | 30.00 | 0.00 | pass | -| pylsp-mypy | no | 1519.71 | 1535.39 | 0% | 0.00 | -30.00 | fail (10) | +| Pyrefly | yes | 1.11 | 2.94 | 100% | 33.00 | +3.00 | pass | +| Ty | yes | 5.86 | 6.12 | 100% | 7.00 | -23.00 | pass | +| Pyright | yes | 587.54 | 616.14 | 100% | 30.00 | 0.00 | pass | +| pylsp-mypy | no | 2624.90 | 2691.45 | 0% | 0.00 | -30.00 | fail (10) | ### Result Differences @@ -397,10 +397,10 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 267.11 | 2.28 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1095.53 | 7.30 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 533.29 | 8.56 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 3452.37 | 57.82 | 5 | 25 | 100% | 0 | +| Ty | yes | 319.37 | 2.98 | 5 | 25 | 100% | 0 | +| Pyright | yes | 1425.92 | 8.79 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 747.90 | 10.02 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 4687.00 | 101.12 | 5 | 25 | 100% | 0 | ### request args completion @@ -408,10 +408,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyright | yes | 4.51 | 8.70 | 100% | 14.00 | 0.00 | pass | -| Ty | yes | 5.06 | 7.61 | 100% | 467.00 | +453.00 | pass | -| Pyrefly | yes | 36.05 | 116.33 | 100% | 254.40 | +240.40 | pass | -| pylsp-mypy | yes | 39.16 | 62.76 | 100% | 1.00 | -13.00 | pass | +| Pyright | yes | 4.86 | 8.06 | 100% | 14.00 | 0.00 | pass | +| Ty | yes | 6.64 | 9.34 | 100% | 467.00 | +453.00 | pass | +| Pyrefly | yes | 40.70 | 143.33 | 100% | 254.40 | +240.40 | pass | +| pylsp-mypy | yes | 67.81 | 115.51 | 100% | 1.00 | -13.00 | pass | ### client session hover @@ -419,10 +419,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 0.19 | 0.35 | 100% | 7.00 | -19.00 | pass | -| Pyright | yes | 0.50 | 0.53 | 100% | 26.00 | 0.00 | pass | -| Pyrefly | yes | 2.28 | 7.81 | 100% | 149.00 | +123.00 | pass | -| pylsp-mypy | yes | 7.02 | 8.26 | 100% | 359.00 | +333.00 | pass | +| Ty | yes | 0.18 | 0.19 | 100% | 7.00 | -19.00 | pass | +| Pyright | yes | 0.61 | 0.74 | 100% | 26.00 | 0.00 | pass | +| Pyrefly | yes | 4.06 | 14.47 | 100% | 149.00 | +123.00 | pass | +| pylsp-mypy | yes | 119.60 | 266.93 | 100% | 359.00 | +333.00 | pass | ### client references @@ -430,10 +430,10 @@ Method: `textDocument/references` | Server | Success | Mean ms | P95 ms | Non-empty % | References found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.29 | 0.34 | 100% | 2.00 | 0.00 | pass | -| Ty | yes | 0.47 | 0.56 | 100% | 2.00 | 0.00 | pass | -| Pyright | yes | 0.88 | 1.04 | 100% | 2.00 | 0.00 | pass | -| pylsp-mypy | yes | 11.28 | 20.18 | 100% | 2.00 | 0.00 | pass | +| Pyrefly | yes | 0.34 | 0.36 | 100% | 2.00 | 0.00 | pass | +| Ty | yes | 0.51 | 0.60 | 100% | 2.00 | 0.00 | pass | +| Pyright | yes | 0.74 | 0.87 | 100% | 2.00 | 0.00 | pass | +| pylsp-mypy | yes | 4.47 | 5.54 | 100% | 2.00 | 0.00 | pass | ### edit response then complete (edit+completion) @@ -441,10 +441,10 @@ Method: `textDocument/completion` | Server | Success | Mean ms | P95 ms | Non-empty % | Completions found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.05 | 2.92 | 100% | 32.00 | -173.00 | pass | -| Pyright | yes | 3.45 | 4.07 | 100% | 205.00 | 0.00 | pass | -| Ty | yes | 3.50 | 3.78 | 100% | 225.00 | +20.00 | pass | -| pylsp-mypy | yes | 60.92 | 63.00 | 100% | 57.00 | -148.00 | pass | +| Pyrefly | yes | 1.19 | 3.02 | 100% | 32.00 | -173.00 | pass | +| Pyright | yes | 4.82 | 6.24 | 100% | 205.00 | 0.00 | pass | +| Ty | yes | 5.01 | 6.84 | 100% | 225.00 | +20.00 | pass | +| pylsp-mypy | yes | 80.27 | 83.17 | 100% | 57.00 | -148.00 | pass | ### edit response then hover (edit+hover) @@ -452,10 +452,10 @@ Method: `textDocument/hover` | Server | Success | Mean ms | P95 ms | Non-empty % | Hover length | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 2.18 | 2.20 | 100% | 1613.00 | +1193.00 | pass | -| Pyrefly | yes | 3.14 | 4.46 | 100% | 3585.00 | +3165.00 | pass | -| Pyright | yes | 27.16 | 31.01 | 100% | 420.00 | 0.00 | pass | -| pylsp-mypy | yes | 170.71 | 172.35 | 100% | 880.00 | +460.00 | pass | +| Ty | yes | 2.56 | 2.60 | 100% | 1613.00 | +1193.00 | pass | +| Pyrefly | yes | 3.79 | 4.47 | 100% | 3585.00 | +3165.00 | pass | +| Pyright | yes | 32.90 | 37.74 | 100% | 420.00 | 0.00 | pass | +| pylsp-mypy | yes | 233.48 | 242.16 | 100% | 880.00 | +460.00 | pass | ### Result Differences @@ -468,7 +468,7 @@ Method: `textDocument/hover` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Pyrefly | no | 184.01 | 0.23 | 8 | 40 | 100% | 2 | +| Pyrefly | no | 199.51 | 0.37 | 8 | 40 | 100% | 2 | ### builtins semantic tokens @@ -476,7 +476,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.81 | 0.91 | 100% | 30.00 | 0.00 | pass | +| Pyrefly | yes | 1.78 | 4.58 | 100% | 30.00 | 0.00 | pass | ### builtin int computed type @@ -484,7 +484,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.12 | 0.13 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.14 | 0.15 | 100% | 7.00 | 0.00 | pass | ### list declared type @@ -492,7 +492,7 @@ Method: `typeServer/getDeclaredType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.15 | 0.16 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.19 | 0.22 | 100% | 7.00 | 0.00 | pass | ### generic specialization computed type @@ -500,7 +500,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.20 | 0.36 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.17 | 0.19 | 100% | 7.00 | 0.00 | pass | ### stdlib path computed type @@ -508,7 +508,7 @@ Method: `typeServer/getComputedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.15 | 0.15 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.18 | 0.21 | 100% | 7.00 | 0.00 | pass | ### function argument expected type @@ -516,13 +516,13 @@ Method: `typeServer/getExpectedType` | Server | Success | Mean ms | P95 ms | Non-empty % | Results found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.15 | 0.17 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | ## Benchmark: tsp_semantic | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Pyrefly | yes | 1432.88 | 22.07 | 3 | 15 | 100% | 0 | +| Pyrefly | yes | 1973.78 | 43.68 | 3 | 15 | 100% | 0 | ### django semantic tokens @@ -530,7 +530,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 16.84 | 41.57 | 100% | 126.00 | 0.00 | pass | +| Pyrefly | yes | 19.74 | 30.31 | 100% | 126.00 | 0.00 | pass | ### transformers semantic tokens @@ -538,7 +538,7 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 44.93 | 57.65 | 100% | 74.00 | 0.00 | pass | +| Pyrefly | yes | 100.01 | 130.02 | 100% | 74.00 | 0.00 | pass | ### stdlib semantic tokens @@ -546,4 +546,4 @@ Method: semantic token impl using typeServer/getComputedType | Server | Success | Mean ms | P95 ms | Non-empty % | Semantic tokens found | Delta vs Pyright | Validation | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 4.43 | 4.65 | 100% | 75.00 | 0.00 | pass | +| Pyrefly | yes | 11.30 | 19.52 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/ty-20260905T060452Z-responses.jsonl b/latest-results/ty-20260906T060451Z-responses.jsonl similarity index 100% rename from latest-results/ty-20260905T060452Z-responses.jsonl rename to latest-results/ty-20260906T060451Z-responses.jsonl diff --git a/latest-results/ty-20260905T060452Z.json b/latest-results/ty-20260906T060451Z.json similarity index 90% rename from latest-results/ty-20260905T060452Z.json rename to latest-results/ty-20260906T060451Z.json index 7429ff5..7adfed3 100644 --- a/latest-results/ty-20260905T060452Z.json +++ b/latest-results/ty-20260906T060451Z.json @@ -12,8 +12,8 @@ "transformers", "web" ], - "started_at_unix": 1788588363.0810966, - "finished_at_unix": 1788588367.228674, + "started_at_unix": 1788674786.0010183, + "finished_at_unix": 1788674790.9052706, "scenario_reports": [], "benchmark_reports": [ { @@ -26,7 +26,7 @@ "environment_path": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/data_science/.venv", "python_executable": "/home/runner/work/python-lsp-compare/python-lsp-compare/benchmarks/data_science/.venv/bin/python", "success": true, - "total_duration_ms": 306.18107300000474, + "total_duration_ms": 375.37784099998817, "error_message": null, "summary": { "request_count": 32, @@ -35,11 +35,11 @@ "failure_count": 0, "bytes_sent": 18656, "bytes_received": 874750, - "min_ms": 0.13635400000566733, - "max_ms": 158.16493200000536, - "mean_ms": 9.007955156253189, - "median_ms": 1.525980000010918, - "p95_ms": 30.11933930000762, + "min_ms": 0.15574600001855288, + "max_ms": 191.61753199995246, + "mean_ms": 11.060089468744039, + "median_ms": 1.7796004999866, + "p95_ms": 39.96060555001856, "result_summary": { "present_count": 31, "empty_count": 1, @@ -95,27 +95,27 @@ "by_method": { "textDocument/completion": { "point_count": 2, - "min_ms": 1.3538670000059483, - "max_ms": 9.467663000009452, - "mean_ms": 4.684932500003924, - "median_ms": 4.526319500001819, - "p95_ms": 8.624616800004501 + "min_ms": 1.5773399999829962, + "max_ms": 11.121105000029274, + "mean_ms": 5.696517900003073, + "median_ms": 5.503703499982748, + "p95_ms": 10.493218650037761 }, "textDocument/hover": { "point_count": 2, - "min_ms": 0.17019300000242765, - "max_ms": 3.082500000004984, - "mean_ms": 1.6175954000033244, - "median_ms": 1.616896499996301, - "p95_ms": 3.0606304500068404 + "min_ms": 0.2520509999612841, + "max_ms": 3.646082999978262, + "mean_ms": 1.9289386999844282, + "median_ms": 1.9106764999889947, + "p95_ms": 3.6390274500035957 }, "textDocument/definition": { "point_count": 1, - "min_ms": 0.14873500001044704, - "max_ms": 0.15887800000768948, - "mean_ms": 0.15225060000148005, - "median_ms": 0.15106899999750567, - "p95_ms": 0.15758220000634537 + "min_ms": 0.15574600001855288, + "max_ms": 0.2003430000172557, + "mean_ms": 0.17854220000117493, + "median_ms": 0.18133399998987443, + "p95_ms": 0.19799940000666538 } }, "validation": { @@ -141,11 +141,11 @@ "failure_count": 0, "bytes_sent": 1425, "bytes_received": 306575, - "min_ms": 1.3538670000059483, - "max_ms": 1.568450000007715, - "mean_ms": 1.44902920000618, - "median_ms": 1.48091799999861, - "p95_ms": 1.5514620000089963, + "min_ms": 1.5773399999829962, + "max_ms": 1.8824609999796849, + "mean_ms": 1.6750311999771839, + "median_ms": 1.647684999966259, + "p95_ms": 1.8413167999824507, "result_summary": { "present_count": 5, "empty_count": 0, @@ -205,9 +205,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 158.16493200000536, + "duration_ms": 191.61753199995246, "success": true, - "started_at_unix": 1788588363.0974057, + "started_at_unix": 1788674786.0197856, "bytes_sent": 285, "bytes_received": 61315, "request_id": 2, @@ -235,9 +235,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.568450000007715, + "duration_ms": 1.8824609999796849, "success": true, - "started_at_unix": 1788588363.256401, + "started_at_unix": 1788674786.2124004, "bytes_sent": 285, "bytes_received": 61315, "request_id": 3, @@ -265,9 +265,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.483510000014121, + "duration_ms": 1.676739999993515, "success": true, - "started_at_unix": 1788588363.2591374, + "started_at_unix": 1788674786.2157335, "bytes_sent": 285, "bytes_received": 61315, "request_id": 4, @@ -295,9 +295,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.48091799999861, + "duration_ms": 1.647684999966259, "success": true, - "started_at_unix": 1788588363.261707, + "started_at_unix": 1788674786.2187617, "bytes_sent": 285, "bytes_received": 61315, "request_id": 5, @@ -325,9 +325,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.3538670000059483, + "duration_ms": 1.590929999963464, "success": true, - "started_at_unix": 1788588363.2642794, + "started_at_unix": 1788674786.2217822, "bytes_sent": 285, "bytes_received": 61315, "request_id": 6, @@ -355,9 +355,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.3584010000045055, + "duration_ms": 1.5773399999829962, "success": true, - "started_at_unix": 1788588363.2667103, + "started_at_unix": 1788674786.2247212, "bytes_sent": 285, "bytes_received": 61315, "request_id": 7, @@ -400,11 +400,11 @@ "failure_count": 0, "bytes_sent": 1269, "bytes_received": 22949, - "min_ms": 0.17019300000242765, - "max_ms": 0.21917600000165294, - "mean_ms": 0.1965910000023996, - "median_ms": 0.19962800001849246, - "p95_ms": 0.2181242000006023, + "min_ms": 0.2520509999612841, + "max_ms": 0.32521200000701356, + "mean_ms": 0.28069899998399706, + "median_ms": 0.28206700000055207, + "p95_ms": 0.3168114000004607, "result_summary": { "present_count": 5, "empty_count": 0, @@ -464,9 +464,9 @@ { "kind": "request", 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