From 7ccb0d4d6f8b4ed86cb9881c5ecc9d2223bb7dea Mon Sep 17 00:00:00 2001 From: rchiodo <19672699+rchiodo@users.noreply.github.com> Date: Mon, 14 Sep 2026 06:11:15 +0000 Subject: [PATCH] Update benchmark results from workflow runner --- latest-results.md | 322 +- ...lsp-mypy-20260914T060721Z-responses.jsonl} | 2 +- ....json => pylsp-mypy-20260914T060721Z.json} | 2762 +++---- ... pyrefly-20260914T060721Z-responses.jsonl} | 50 +- ...37Z.json => pyrefly-20260914T060721Z.json} | 6696 ++++++++--------- ... pyright-20260914T060721Z-responses.jsonl} | 0 ...37Z.json => pyright-20260914T060721Z.json} | 2740 +++---- latest-results/summary-20260913T060637Z.csv | 132 - latest-results/summary-20260914T060721Z.csv | 132 + ...37Z.json => summary-20260914T060721Z.json} | 10 +- ...060637Z.md => summary-20260914T060721Z.md} | 322 +- ...nl => ty-20260914T060721Z-responses.jsonl} | 0 ...T060637Z.json => ty-20260914T060721Z.json} | 2740 +++---- 13 files changed, 7947 insertions(+), 7961 deletions(-) rename latest-results/{pylsp-mypy-20260913T060637Z-responses.jsonl => pylsp-mypy-20260914T060721Z-responses.jsonl} (98%) rename latest-results/{pylsp-mypy-20260913T060637Z.json => pylsp-mypy-20260914T060721Z.json} (90%) rename latest-results/{pyrefly-20260913T060637Z-responses.jsonl => pyrefly-20260914T060721Z-responses.jsonl} (99%) rename latest-results/{pyrefly-20260913T060637Z.json => pyrefly-20260914T060721Z.json} (91%) rename latest-results/{pyright-20260913T060637Z-responses.jsonl => pyright-20260914T060721Z-responses.jsonl} (100%) rename latest-results/{pyright-20260913T060637Z.json => pyright-20260914T060721Z.json} (90%) delete mode 100644 latest-results/summary-20260913T060637Z.csv create mode 100644 latest-results/summary-20260914T060721Z.csv rename latest-results/{summary-20260913T060637Z.json => summary-20260914T060721Z.json} (93%) rename latest-results/{summary-20260913T060637Z.md => summary-20260914T060721Z.md} (60%) rename latest-results/{ty-20260913T060637Z-responses.jsonl => ty-20260914T060721Z-responses.jsonl} (100%) rename latest-results/{ty-20260913T060637Z.json => ty-20260914T060721Z.json} (90%) diff --git a/latest-results.md b/latest-results.md index 1a3b3c8..0e9cf9f 100644 --- a/latest-results.md +++ b/latest-results.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260913T060637Z.json` +Generated from `results/bench-servers/summary-20260914T060721Z.json` -- Generated at: 20260913T060637Z +- Generated at: 20260914T060721Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260913T060637Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 6 | 4873.13 | 3.82 | 150 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | no | 8 | 15468.71 | 35.87 | 205 | 97% | 2 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6 | 35098.62 | 64.82 | 150 | 97% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 6 | 167484.73 | 282.33 | 150 | 80% | 5 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 6 | 4055.76 | 3.07 | 150 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | no | 8 | 10484.73 | 22.09 | 205 | 97% | 2 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 6 | 23634.45 | 34.07 | 150 | 97% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 6 | 135299.19 | 203.50 | 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-20260913T060637Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 388.14 | 3.16 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1148.36 | 28.85 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 4617.76 | 81.02 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 6969.36 | 98.45 | 5 | 25 | 80% | 1 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 321.26 | 2.40 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 779.81 | 16.41 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 2937.88 | 47.34 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 5703.23 | 75.47 | 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-20260913T060637Z.json) | yes | 1.65 | 1.82 | 100% | 223.00 | +22.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.56 | 10.28 | 100% | 201.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 81.93 | 317.24 | 100% | 250.00 | +49.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 176.29 | 389.01 | 100% | 188.00 | -13.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 1.50 | 1.62 | 100% | 223.00 | +22.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 4.22 | 7.23 | 100% | 201.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 64.70 | 255.52 | 100% | 250.00 | +49.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 134.11 | 286.84 | 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-20260913T060637Z.json) | yes | 0.25 | 0.28 | 100% | 4232.00 | +213.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1.24 | 1.51 | 100% | 4019.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 3.64 | 7.29 | 100% | 3182.00 | -837.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 159.73 | 162.36 | 100% | 4134.00 | +115.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.26 | 0.30 | 100% | 4232.00 | +213.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.94 | 1.07 | 100% | 4019.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 1.75 | 2.11 | 100% | 3182.00 | -837.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 124.16 | 124.82 | 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-20260913T060637Z.json) | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.20 | 0.31 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.44 | 0.53 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1.03 | 1.16 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.11 | 0.12 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.17 | 0.18 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.27 | 0.37 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 0.64 | 0.73 | 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-20260913T060637Z.json) | no | 3.84 | 4.18 | 0% | 0.00 | -168.00 | fail (10) | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 10.21 | 12.06 | 100% | 168.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 39.35 | 46.11 | 100% | 149.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 365.89 | 525.78 | 100% | 168.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 3.12 | 3.32 | 0% | 0.00 | -168.00 | fail (10) | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 7.32 | 7.76 | 100% | 168.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 13.61 | 14.46 | 100% | 149.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 211.06 | 324.96 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 3.50 | 3.79 | 100% | 267.00 | -11.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 19.16 | 62.96 | 100% | 2546.00 | +2268.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 30.99 | 34.13 | 100% | 278.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 151.36 | 153.20 | 100% | 5662.00 | +5384.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 1.90 | 6.58 | 100% | 2546.00 | +2268.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 2.76 | 2.83 | 100% | 267.00 | -11.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 20.23 | 22.18 | 100% | 278.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 115.30 | 116.39 | 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-20260913T060637Z.json) | yes | 246.31 | 2.41 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 295.57 | 4.69 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1342.03 | 13.36 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 6720.81 | 147.25 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 192.42 | 1.95 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 219.65 | 3.56 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 961.98 | 9.68 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 5075.83 | 114.27 | 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-20260913T060637Z.json) | yes | 4.46 | 7.08 | 100% | 10.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.83 | 6.89 | 100% | 261.00 | +251.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 15.04 | 59.18 | 100% | 15.00 | +5.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 167.82 | 514.12 | 100% | 2.00 | -8.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 3.65 | 5.65 | 100% | 10.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 3.83 | 5.64 | 100% | 261.00 | +251.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 11.24 | 42.53 | 100% | 15.00 | +5.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 136.12 | 409.45 | 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-20260913T060637Z.json) | yes | 0.18 | 0.21 | 100% | 46.00 | -11.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.22 | 0.28 | 100% | 298.00 | +241.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.54 | 0.58 | 100% | 57.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 141.14 | 143.18 | 100% | 57.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.19 | 0.21 | 100% | 46.00 | -11.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.27 | 0.33 | 100% | 298.00 | +241.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.44 | 0.49 | 100% | 57.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 107.90 | 109.19 | 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-20260913T060637Z.json) | yes | 0.15 | 0.17 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.17 | 0.18 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.32 | 0.36 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1.01 | 1.10 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.22 | 0.25 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.26 | 0.30 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 0.59 | 0.63 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.35 | 4.89 | 100% | 104.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 6.55 | 20.85 | 100% | 83.00 | -21.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 26.13 | 29.58 | 100% | 104.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 213.85 | 243.54 | 100% | 143.00 | +39.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 2.65 | 6.74 | 100% | 83.00 | -21.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 3.36 | 3.63 | 100% | 104.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 18.09 | 21.29 | 100% | 104.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 161.85 | 195.00 | 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-20260913T060637Z.json) | yes | 1.49 | 4.30 | 100% | 858.00 | +775.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 2.57 | 2.59 | 100% | 100.00 | +17.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 35.38 | 41.33 | 100% | 83.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 212.42 | 213.65 | 100% | 71.00 | -12.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 2.19 | 2.22 | 100% | 100.00 | +17.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 3.44 | 10.54 | 100% | 858.00 | +775.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 25.96 | 31.88 | 100% | 83.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 164.91 | 165.34 | 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-20260913T060637Z.json) | yes | 831.76 | 7.68 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1055.64 | 25.85 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 7050.15 | 119.75 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 9583.78 | 136.53 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 630.72 | 5.61 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 691.67 | 16.90 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 5742.46 | 53.07 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 5057.94 | 85.50 | 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-20260913T060637Z.json) | yes | 19.16 | 23.04 | 100% | 1000.00 | +728.80 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 47.06 | 63.83 | 100% | 6.00 | -265.20 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 73.09 | 242.60 | 100% | 271.20 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 84.31 | 336.34 | 100% | 16.00 | -255.20 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 13.77 | 16.23 | 100% | 1000.00 | +728.80 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 38.47 | 52.12 | 100% | 6.00 | -265.20 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 55.15 | 189.22 | 100% | 271.20 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 62.97 | 251.26 | 100% | 16.00 | -255.20 | 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-20260913T060637Z.json) | yes | 0.23 | 0.29 | 100% | 329.00 | -21.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.67 | 0.74 | 100% | 350.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 2.39 | 2.57 | 100% | 2759.00 | +2409.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 173.47 | 176.20 | 100% | 301.00 | -49.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.18 | 0.26 | 100% | 329.00 | -21.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.59 | 0.62 | 100% | 350.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 1.45 | 1.58 | 100% | 2759.00 | +2409.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 131.50 | 133.82 | 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-20260913T060637Z.json) | yes | 0.16 | 0.17 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.17 | 0.19 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.39 | 0.45 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1.07 | 1.16 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.09 | 0.11 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.13 | 0.15 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.33 | 0.41 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 0.65 | 0.70 | 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-20260913T060637Z.json) | yes | 16.24 | 16.61 | 100% | 448.00 | +8.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 41.10 | 43.52 | 100% | 256.00 | -184.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 210.72 | 214.72 | 100% | 441.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 597.36 | 1179.55 | 100% | 440.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 11.79 | 12.71 | 100% | 448.00 | +8.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 19.47 | 36.30 | 100% | 256.00 | -184.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 134.03 | 140.66 | 100% | 441.00 | +1.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 200.58 | 224.47 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 1.29 | 2.80 | 100% | 943.00 | -3349.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 2.58 | 2.63 | 100% | 4441.00 | +149.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 11.14 | 16.07 | 100% | 4292.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 166.45 | 167.31 | 100% | 232.00 | -4060.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.52 | 0.57 | 100% | 943.00 | -3349.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 2.17 | 2.21 | 100% | 4441.00 | +149.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 8.68 | 12.12 | 100% | 4292.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 122.83 | 124.88 | 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-20260913T060637Z.json) | yes | 358.25 | 2.35 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 755.29 | 15.83 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 3320.94 | 46.08 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 6201.92 | 105.58 | 5 | 25 | 60% | 2 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 272.66 | 1.89 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 564.90 | 11.39 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 2400.24 | 34.12 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 4635.06 | 81.31 | 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-20260913T060637Z.json) | yes | 3.32 | 7.42 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.57 | 10.13 | 100% | 1.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 76.93 | 306.93 | 100% | 15.00 | +14.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 179.95 | 382.86 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 2.82 | 6.18 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 5.14 | 8.33 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 55.35 | 220.83 | 100% | 15.00 | +14.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 123.05 | 238.11 | 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-20260913T060637Z.json) | yes | 0.34 | 0.41 | 100% | 10621.00 | +49.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.98 | 1.01 | 100% | 15232.00 | +4660.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1.23 | 1.61 | 100% | 10572.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 284.80 | 286.17 | 100% | 10498.00 | -74.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.29 | 0.33 | 100% | 10621.00 | +49.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.70 | 0.74 | 100% | 15232.00 | +4660.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 1.04 | 1.27 | 100% | 10572.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 229.25 | 240.02 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.16 | 0.19 | 100% | 2.00 | +1.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.36 | 0.42 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 0.95 | 1.02 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.10 | 0.11 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.14 | 0.17 | 100% | 2.00 | +1.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.27 | 0.35 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 0.92 | 1.19 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.63 | 0.66 | 100% | 17.00 | -21.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.14 | 4.68 | 100% | 23.00 | -15.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 31.50 | 33.18 | 0% | 0.00 | -38.00 | fail (10) | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 134.93 | 189.58 | 100% | 38.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.47 | 0.55 | 100% | 17.00 | -21.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 3.22 | 3.59 | 100% | 23.00 | -15.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 26.56 | 27.66 | 0% | 0.00 | -38.00 | fail (10) | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 100.55 | 137.55 | 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-20260913T060637Z.json) | yes | 0.46 | 0.47 | 100% | 2246.00 | +1346.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 3.78 | 3.83 | 100% | 958.00 | +58.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 30.69 | 30.87 | 0% | 0.00 | -900.00 | fail (10) | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 87.31 | 100.29 | 100% | 900.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.32 | 0.34 | 100% | 2246.00 | +1346.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 3.01 | 3.06 | 100% | 958.00 | +58.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 26.79 | 27.88 | 0% | 0.00 | -900.00 | fail (10) | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 63.60 | 76.81 | 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-20260913T060637Z.json) | yes | 2739.29 | 4.67 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 14765.21 | 102.69 | 5 | 25 | 80% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 5226.98 | 164.31 | 5 | 25 | 80% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 136282.99 | 1127.60 | 5 | 25 | 40% | 2 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 2370.24 | 4.21 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 10532.41 | 53.68 | 5 | 25 | 80% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 3652.55 | 112.12 | 5 | 25 | 80% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 111682.83 | 809.20 | 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-20260913T060637Z.json) | yes | 11.05 | 11.93 | 100% | 775.00 | +652.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 49.07 | 79.84 | 100% | 123.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 117.85 | 119.26 | 100% | 2.00 | -121.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 804.41 | 3216.77 | 100% | 15.00 | -108.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 9.72 | 11.03 | 100% | 775.00 | +652.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 39.12 | 59.97 | 100% | 123.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 91.63 | 94.39 | 100% | 2.00 | -121.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 540.72 | 2162.28 | 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-20260913T060637Z.json) | yes | 0.17 | 0.17 | 100% | 48.00 | +14.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.40 | 1.07 | 100% | 7.00 | -27.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.47 | 0.56 | 100% | 34.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 2016.25 | 2061.51 | 0% | 0.00 | -34.00 | fail (10) | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.12 | 0.13 | 100% | 48.00 | +14.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.39 | 1.08 | 100% | 7.00 | -27.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.41 | 0.48 | 100% | 34.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 1473.63 | 1498.48 | 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-20260913T060637Z.json) | yes | 0.19 | 0.21 | 100% | 1.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.25 | 0.29 | 100% | 1.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.45 | 0.48 | 100% | 1.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 1591.60 | 1649.14 | 100% | 1.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.16 | 0.20 | 100% | 1.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.21 | 0.30 | 100% | 1.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.33 | 0.41 | 100% | 1.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 1094.71 | 1153.78 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 0.41 | 0.46 | 0% | 0.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 2.30 | 2.41 | 0% | 0.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 5.87 | 6.71 | 100% | 23.00 | +23.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.73 | 8.11 | 0% | 0.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 1.85 | 2.06 | 0% | 0.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 4.02 | 4.40 | 0% | 0.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 5.57 | 6.77 | 100% | 23.00 | +23.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 7.08 | 14.66 | 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-20260913T060637Z.json) | yes | 5.80 | 6.83 | 100% | 7.00 | -23.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 16.39 | 27.94 | 100% | 33.00 | +3.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 456.71 | 472.09 | 100% | 30.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | no | 1909.99 | 1963.39 | 0% | 0.00 | -30.00 | fail (10) | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 5.16 | 5.27 | 100% | 7.00 | -23.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 12.51 | 29.97 | 100% | 33.00 | +3.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 224.50 | 234.15 | 100% | 30.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | no | 1384.17 | 1414.73 | 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-20260913T060637Z.json) | yes | 309.38 | 2.64 | 5 | 25 | 100% | 0 | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 1468.90 | 9.21 | 5 | 25 | 100% | 0 | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 758.68 | 15.11 | 5 | 25 | 100% | 0 | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 4259.49 | 95.32 | 5 | 25 | 100% | 0 | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 268.46 | 2.34 | 5 | 25 | 100% | 0 | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 1059.48 | 6.54 | 5 | 25 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 577.95 | 11.35 | 5 | 25 | 100% | 0 | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 3144.30 | 55.26 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 5.91 | 8.59 | 100% | 467.00 | +453.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 6.38 | 10.39 | 100% | 14.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 65.32 | 186.10 | 100% | 487.80 | +473.80 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 72.26 | 128.63 | 100% | 1.00 | -13.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 4.18 | 6.17 | 100% | 14.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 5.25 | 7.75 | 100% | 467.00 | +453.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 34.16 | 58.47 | 100% | 1.00 | -13.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 45.98 | 138.99 | 100% | 487.80 | +473.80 | 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-20260913T060637Z.json) | yes | 0.16 | 0.18 | 100% | 7.00 | -19.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.53 | 0.61 | 100% | 26.00 | 0.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 5.08 | 18.01 | 100% | 167.00 | +141.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 121.37 | 174.71 | 100% | 359.00 | +333.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.18 | 0.21 | 100% | 7.00 | -19.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.50 | 0.56 | 100% | 26.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 5.29 | 19.36 | 100% | 167.00 | +141.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 11.79 | 19.60 | 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-20260913T060637Z.json) | yes | 0.27 | 0.30 | 100% | 2.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 0.50 | 0.58 | 100% | 2.00 | 0.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 0.83 | 1.19 | 100% | 2.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 2.74 | 3.33 | 100% | 2.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.26 | 0.32 | 100% | 2.00 | 0.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 0.55 | 0.83 | 100% | 2.00 | 0.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 0.66 | 0.73 | 100% | 2.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 1.96 | 2.05 | 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-20260913T060637Z.json) | yes | 1.52 | 4.55 | 100% | 32.00 | -173.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 4.08 | 4.34 | 100% | 205.00 | 0.00 | pass | -| [Ty](latest-results/ty-20260913T060637Z.json) | yes | 4.24 | 5.18 | 100% | 225.00 | +20.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 72.74 | 74.82 | 100% | 57.00 | -148.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 3.30 | 4.14 | 100% | 205.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 3.32 | 4.31 | 100% | 32.00 | -173.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 3.60 | 4.01 | 100% | 225.00 | +20.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 53.69 | 54.57 | 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-20260913T060637Z.json) | yes | 2.36 | 2.40 | 100% | 1613.00 | +1193.00 | pass | -| [Pyrefly](latest-results/pyrefly-20260913T060637Z.json) | yes | 3.34 | 6.47 | 100% | 9977.00 | +9557.00 | pass | -| [Pyright](latest-results/pyright-20260913T060637Z.json) | yes | 34.23 | 38.38 | 100% | 420.00 | 0.00 | pass | -| [pylsp-mypy](latest-results/pylsp-mypy-20260913T060637Z.json) | yes | 207.48 | 209.46 | 100% | 880.00 | +460.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 1.91 | 3.99 | 100% | 9977.00 | +9557.00 | pass | +| [Ty](latest-results/ty-20260914T060721Z.json) | yes | 2.13 | 2.18 | 100% | 1613.00 | +1193.00 | pass | +| [Pyright](latest-results/pyright-20260914T060721Z.json) | yes | 24.05 | 27.23 | 100% | 420.00 | 0.00 | pass | +| [pylsp-mypy](latest-results/pylsp-mypy-20260914T060721Z.json) | yes | 174.70 | 206.65 | 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-20260913T060637Z.json) | no | 214.17 | 0.28 | 8 | 40 | 100% | 2 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | no | 163.34 | 0.28 | 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-20260913T060637Z.json) | yes | 0.85 | 0.94 | 100% | 30.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 1.01 | 2.14 | 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-20260913T060637Z.json) | yes | 0.16 | 0.17 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.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-20260913T060637Z.json) | yes | 0.25 | 0.26 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.18 | 0.19 | 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-20260913T060637Z.json) | yes | 0.23 | 0.25 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.18 | 0.18 | 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-20260913T060637Z.json) | yes | 0.19 | 0.19 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.18 | 0.19 | 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-20260913T060637Z.json) | yes | 0.19 | 0.20 | 100% | 7.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 0.20 | 0.24 | 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-20260913T060637Z.json) | yes | 6014.01 | 65.02 | 3 | 15 | 100% | 0 | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 3834.86 | 14.95 | 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-20260913T060637Z.json) | yes | 18.50 | 42.72 | 100% | 126.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 8.49 | 15.07 | 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-20260913T060637Z.json) | yes | 126.48 | 150.49 | 100% | 74.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 32.24 | 34.47 | 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-20260913T060637Z.json) | yes | 50.07 | 56.86 | 100% | 75.00 | 0.00 | pass | +| [Pyrefly](latest-results/pyrefly-20260914T060721Z.json) | yes | 4.12 | 4.62 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/pylsp-mypy-20260913T060637Z-responses.jsonl b/latest-results/pylsp-mypy-20260914T060721Z-responses.jsonl similarity index 98% rename from latest-results/pylsp-mypy-20260913T060637Z-responses.jsonl rename to latest-results/pylsp-mypy-20260914T060721Z-responses.jsonl index 3d25ca2..ed17aad 100644 --- a/latest-results/pylsp-mypy-20260913T060637Z-responses.jsonl +++ b/latest-results/pylsp-mypy-20260914T060721Z-responses.jsonl @@ -67,7 +67,7 @@ {"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": 2, "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, 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"method": "textDocument/hover", - "duration_ms": 205.89010799994867, + "duration_ms": 165.8600519999709, "success": true, - "started_at_unix": 1789279884.5899358, + "started_at_unix": 1789366274.415333, "bytes_sent": 241, "bytes_received": 1066, "request_id": 31, @@ -17263,9 +17263,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.028605000011339143, + "duration_ms": 0.04531000001861685, "success": true, - "started_at_unix": 1789279884.7959142, + "started_at_unix": 1789366274.5812824, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17282,9 +17282,9 @@ { "kind": "notification", "method": "textDocument/didClose", - "duration_ms": 0.012011999956484942, + "duration_ms": 0.011127999982818437, "success": true, - "started_at_unix": 1789279884.796022, + "started_at_unix": 1789366274.5814092, "bytes_sent": 198, "bytes_received": 0, "request_id": null, @@ -17297,9 +17297,9 @@ { "kind": "request", "method": "shutdown", - "duration_ms": 0.7418580000830843, + "duration_ms": 0.6227040000226225, "success": true, - "started_at_unix": 1789279884.7960396, + "started_at_unix": 1789366274.581426, "bytes_sent": 67, "bytes_received": 117, "request_id": 32, @@ -17317,9 +17317,9 @@ { "kind": "notification", "method": "exit", - "duration_ms": 0.02036500006852293, + "duration_ms": 0.01423500003738809, "success": true, - "started_at_unix": 1789279884.7968016, + "started_at_unix": 1789366274.5820613, "bytes_sent": 55, "bytes_received": 0, "request_id": null, diff --git a/latest-results/pyrefly-20260913T060637Z-responses.jsonl b/latest-results/pyrefly-20260914T060721Z-responses.jsonl similarity index 99% rename from latest-results/pyrefly-20260913T060637Z-responses.jsonl rename to latest-results/pyrefly-20260914T060721Z-responses.jsonl index 8db9657..4895d69 100644 --- a/latest-results/pyrefly-20260913T060637Z-responses.jsonl +++ b/latest-results/pyrefly-20260914T060721Z-responses.jsonl @@ -128,36 +128,36 @@ {"suite": "tsp_core", 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1789279678.9683897, + "started_at_unix": 1789366110.5810938, "bytes_sent": 274, "bytes_received": 45853, "request_id": 25, @@ -16857,9 +16857,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02638699999124583, + "duration_ms": 0.016147999986060313, "success": true, - "started_at_unix": 1789279678.973261, + "started_at_unix": 1789366110.5846713, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16876,9 +16876,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03268800003297656, + "duration_ms": 0.011881999995466686, "success": true, - "started_at_unix": 1789279678.9735334, + "started_at_unix": 1789366110.584808, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16895,9 +16895,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 32.92624199997363, + "duration_ms": 24.48795799998038, "success": true, - "started_at_unix": 1789279678.9735794, + "started_at_unix": 1789366110.5848255, "bytes_sent": 241, "bytes_received": 614, "request_id": 26, @@ -16925,9 +16925,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.0333739999973659, + "duration_ms": 0.022629000000051747, "success": true, - "started_at_unix": 1789279679.0065882, + "started_at_unix": 1789366110.609362, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -16944,9 +16944,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.020476999964103015, + "duration_ms": 0.011639000007335198, "success": true, - "started_at_unix": 1789279679.0066335, + "started_at_unix": 1789366110.609392, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -16963,9 +16963,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 38.72819299999719, + "duration_ms": 25.147897000010744, "success": true, - "started_at_unix": 1789279679.006665, + "started_at_unix": 1789366110.6094096, "bytes_sent": 241, "bytes_received": 614, "request_id": 27, @@ -16993,9 +16993,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03954900000735506, + "duration_ms": 0.025126999986468945, "success": true, - "started_at_unix": 1789279679.045542, + "started_at_unix": 1789366110.6346323, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17012,9 +17012,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.021195999977408064, + "duration_ms": 0.013346000002911751, "success": true, - "started_at_unix": 1789279679.0455937, + "started_at_unix": 1789366110.6346657, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17031,9 +17031,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 36.48559900000237, + "duration_ms": 27.74558600000887, "success": true, - "started_at_unix": 1789279679.0456264, + "started_at_unix": 1789366110.6346862, "bytes_sent": 241, "bytes_received": 614, "request_id": 28, @@ -17061,9 +17061,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.027705000036348792, + "duration_ms": 0.022378000011258337, "success": true, - "started_at_unix": 1789279679.0822034, + "started_at_unix": 1789366110.662502, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17080,9 +17080,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.012928000046485977, + "duration_ms": 0.01049700000521625, "success": true, - "started_at_unix": 1789279679.0822394, + "started_at_unix": 1789366110.6625319, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17099,9 +17099,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 29.270359999998163, + "duration_ms": 24.927142999985108, "success": true, - "started_at_unix": 1789279679.0822597, + "started_at_unix": 1789366110.6625478, "bytes_sent": 241, "bytes_received": 614, "request_id": 29, @@ -17129,9 +17129,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.04277699997601303, + "duration_ms": 0.03337199999009499, "success": true, - "started_at_unix": 1789279679.1116645, + "started_at_unix": 1789366110.6875806, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17148,9 +17148,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02172599999994418, + "duration_ms": 0.015937000000576518, "success": true, - "started_at_unix": 1789279679.11172, + "started_at_unix": 1789366110.6876237, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17167,9 +17167,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 37.005465999982334, + "duration_ms": 24.048065999977553, "success": true, - "started_at_unix": 1789279679.1117547, + "started_at_unix": 1789366110.6876488, "bytes_sent": 241, "bytes_received": 614, "request_id": 30, @@ -17197,9 +17197,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.03496800002267264, + "duration_ms": 0.03379700001460151, "success": true, - "started_at_unix": 1789279679.1488848, + "started_at_unix": 1789366110.7117918, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17216,9 +17216,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.020385999960126355, + "duration_ms": 0.014904000011028984, "success": true, - "started_at_unix": 1789279679.1489315, + "started_at_unix": 1789366110.711835, "bytes_sent": 374, "bytes_received": 0, "request_id": null, @@ -17235,9 +17235,9 @@ { "kind": "request", "method": "textDocument/hover", - "duration_ms": 29.65978399998903, + "duration_ms": 18.38450700000749, "success": true, - "started_at_unix": 1789279679.148964, + "started_at_unix": 1789366110.7118585, "bytes_sent": 241, "bytes_received": 614, "request_id": 31, @@ -17265,9 +17265,9 @@ { "kind": "notification", "method": "textDocument/didChange", - "duration_ms": 0.02504299999372961, + "duration_ms": 0.031211999981906047, "success": true, - "started_at_unix": 1789279679.1787162, + "started_at_unix": 1789366110.7303653, "bytes_sent": 319, "bytes_received": 0, "request_id": null, @@ -17284,9 +17284,9 @@ { "kind": "notification", "method": "textDocument/didClose", - "duration_ms": 0.013214999967203767, + "duration_ms": 0.014616999976624356, "success": true, - "started_at_unix": 1789279679.1788228, + "started_at_unix": 1789366110.730507, "bytes_sent": 198, "bytes_received": 0, "request_id": null, @@ -17299,9 +17299,9 @@ { "kind": "request", "method": "shutdown", - "duration_ms": 1.9747959999563136, + "duration_ms": 1.7390580000267164, "success": true, - "started_at_unix": 1789279679.1788418, + "started_at_unix": 1789366110.7305288, "bytes_sent": 67, "bytes_received": 61, "request_id": 32, @@ -17319,9 +17319,9 @@ { "kind": "notification", "method": "exit", - "duration_ms": 0.025147999963337497, + "duration_ms": 0.0292240000021593, "success": true, - "started_at_unix": 1789279679.180839, + "started_at_unix": 1789366110.7323039, "bytes_sent": 55, "bytes_received": 0, "request_id": null, diff --git a/latest-results/summary-20260913T060637Z.csv b/latest-results/summary-20260913T060637Z.csv deleted file mode 100644 index 1bb9354..0000000 --- a/latest-results/summary-20260913T060637Z.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,6.561423399995192,10.281765999997106,1.0,completion_item_count,Completions found,201.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.6514947999894503,1.817474999973001,1.0,completion_item_count,Completions found,223.0,22.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,81.93076380000548,317.24314140000155,1.0,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,176.28950160001295,389.0135758000042,1.0,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,1.2414143999933458,1.5105655999946066,1.0,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,0.24730760000011287,0.2818122000235235,1.0,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,3.6381323999989945,7.286911600010624,1.0,hover_text_char_count,Hover length,3182.0,-837.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,159.7251454000002,162.35644140001568,1.0,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,0.44302339999262585,0.5268899999975929,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.2034520000051998,0.3082649999896603,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.15563760000532056,0.1767703999917103,1.0,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,1.0272277999888502,1.1609495999891806,1.0,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,365.88732960000243,525.7807616000036,1.0,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,10.2139366000074,12.060618199973305,1.0,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,39.35106559999895,46.10503119999976,1.0,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,3.8414892000105283,4.176358600034291,0.0,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,30.989304000001994,34.125868600006015,1.0,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,3.503472000011243,3.787847400008104,1.0,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,19.157036799992966,62.959551999972504,1.0,hover_text_char_count,Hover length,2546.0,2268.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,151.35520979998773,153.20086899997705,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.457069000005731,7.081648800010497,1.0,completion_item_count,Completions found,10.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,4.825357599986546,6.891212599987283,1.0,completion_item_count,Completions found,261.0,251.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,15.039128000000801,59.18424639996827,1.0,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,167.8246035999905,514.1181629999663,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 -benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.5397442000059982,0.5837142000018503,1.0,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,0.17984239998440898,0.20669919998681507,1.0,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,0.22199999999656939,0.27791680000746055,1.0,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,141.13981640001612,143.18318260002343,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.3162478000035662,0.36458900001434813,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.14707520000456498,0.16880219999393375,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.16696959999080718,0.1782606000006126,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,1.0123393999947439,1.0962756000139962,1.0,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,26.131027799993944,29.584951799989764,1.0,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,4.3456651999917995,4.88925660000632,1.0,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,6.5490533999991385,20.846447200005965,1.0,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,213.84951060000503,243.53739699998866,1.0,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,35.37790319999203,41.325281999985464,1.0,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,2.565726000000268,2.5900092000256336,1.0,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,1.4942264000069372,4.302106200009347,1.0,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,212.42018420000477,213.6474848000148,1.0,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,73.0900393999832,242.59575199997693,1.0,completion_item_count,Completions found,271.2,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,19.15992259999939,23.042302400028802,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,84.31190860000015,336.3427391999721,1.0,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,47.06080599997904,63.83132619996558,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 -benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.6730341999968914,0.7408702000020639,1.0,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,0.23339399998576482,0.2897071999768741,1.0,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,2.3850127999935467,2.566359000002194,1.0,hover_text_char_count,Hover length,2759.0,2409.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,173.46886419999237,176.19543520002026,1.0,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,0.38678859999663473,0.4529295999873284,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.16949539999586705,0.1918633999935082,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.15772919999790247,0.17095800002380201,1.0,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,1.0713386000247738,1.1649312000031387,1.0,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,597.3621428000001,1179.54983059999,1.0,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,16.236834999995153,16.611886999999115,1.0,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,41.099689200007106,43.52288759996554,1.0,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,210.7184782000104,214.71709420000025,1.0,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,11.14364640001213,16.06948360000615,1.0,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,2.5836646000016117,2.6327567999942403,1.0,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,1.2897662000113996,2.804930800016336,1.0,hover_text_char_count,Hover length,943.0,-3349.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,166.45141740001463,167.31413800001746,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,6.574444400007451,10.128928999995424,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,3.3222309999928257,7.423579999976935,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,76.93274199999678,306.932162799967,1.0,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,179.95142779998332,382.86216160000777,1.0,completion_item_count,Completions found,1.0,0.0,True,0 -benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.2292839999986427,1.6070568000031926,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.3399169999966034,0.4149947999849246,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.976423400004478,1.006434599980821,1.0,hover_text_char_count,Hover length,15232.0,4660.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,284.8009108000042,286.16658099997494,1.0,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,0.3627553999990596,0.4190832000062983,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.16436219998468005,0.19479479999517935,1.0,location_count,Definitions found,2.0,1.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.15262360001315756,0.16055960003313885,1.0,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,0.9536515999911899,1.0163136000073791,1.0,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,134.93208740001137,189.57743320000873,1.0,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,4.141289399990455,4.680355799985136,1.0,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,0.6289191999940158,0.6621851999966566,1.0,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,31.50495720000208,33.17929920000324,0.0,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,87.30902620000052,100.28972099996736,1.0,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,3.779500999996799,3.8313374000040312,1.0,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,0.45830059999616424,0.47073800000134725,1.0,hover_text_char_count,Hover length,2246.0,1346.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,30.694156400011252,30.871413399995618,0.0,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,49.07357659999434,79.83866179998813,1.0,completion_item_count,Completions found,123.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,11.050575199999457,11.934543399991071,1.0,completion_item_count,Completions found,775.0,652.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,804.4055169999979,3216.7739593999604,1.0,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,117.85111559998995,119.25588659997857,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 -benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.4737609999892811,0.5582791999700021,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.39520079999419977,1.069273600000997,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.1724611999861736,0.1748763999557923,1.0,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,2016.2453764000134,2061.5075464000142,0.0,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,0.45194339998033684,0.48488419997738674,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.2542916000152218,0.2894653999987895,1.0,location_count,Definitions found,1.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.19151640001382475,0.21282140000948857,1.0,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,1591.6043077999916,1649.1359558000113,1.0,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,6.729487400002654,8.11009040000954,0.0,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,5.873613200003547,6.707428400011395,1.0,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,0.4091700000003584,0.45779600000059867,0.0,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,2.302656000006209,2.4142763999975614,0.0,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,456.70877159999463,472.09443159999864,1.0,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,5.7991817999777595,6.831811199970161,1.0,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,16.38723599999139,27.942479199987247,1.0,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,1909.9899880000066,1963.3930819999932,0.0,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,6.381006400010847,10.389150800006064,1.0,completion_item_count,Completions found,14.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,5.9098577999861845,8.585192399959851,1.0,completion_item_count,Completions found,467.0,453.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,65.31770980001284,186.09704059998646,1.0,completion_item_count,Completions found,487.8,473.8,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,72.2625938000192,128.6337728000035,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.529346800010444,0.6144946000290474,1.0,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,0.16345779998800936,0.1824031999944964,1.0,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,5.084825599988108,18.007965800006783,1.0,hover_text_char_count,Hover length,167.0,141.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,121.37237860004007,174.71172399998522,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 -benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.8349927999915963,1.1855195999601165,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.49865959998669496,0.5758907999847906,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.2695600000038212,0.30133360000945686,1.0,location_count,References found,2.0,0.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,2.7425331999893388,3.327693400001408,1.0,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,4.077918999996655,4.340506000005462,1.0,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,4.238607199988564,5.1761437999743976,1.0,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,1.5239217999919674,4.551585399963186,1.0,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,72.73935599994275,74.8242243999357,1.0,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,34.22988039999382,38.38364759999422,1.0,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,2.3649303999945914,2.39514299998973,1.0,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,3.3379153999931077,6.465946399987388,1.0,hover_text_char_count,Hover length,9977.0,9557.0,True,0 -benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,207.4794688000111,209.4633402000909,1.0,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,0.8499585999970805,0.9427613999946515,1.0,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,0.15818099998341495,0.16719719997126958,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.24793120002186697,0.2555384000061167,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.23451499998827785,0.24877219997279099,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.2148826000166082,0.23630599998796242,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.18600059997879725,0.1889439999786191,1.0,top_level_count,Results found,7.0,,True,0 -benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.18829560000312995,0.1971957999899132,1.0,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,0.17019500000969856,0.1970564000430386,,,,,,False,10 -benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,18.499230799989164,42.72495140000955,1.0,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,126.48350080002047,150.48597640003436,1.0,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,50.073422800005574,56.863259199997174,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260914T060721Z.csv b/latest-results/summary-20260914T060721Z.csv new file mode 100644 index 0000000..e8c497e --- /dev/null +++ b/latest-results/summary-20260914T060721Z.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,4.219477999998844,7.232076599996161,1.0,completion_item_count,Completions found,201.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,1.5043827999932091,1.621395399990888,1.0,completion_item_count,Completions found,223.0,22.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,dataframe completion,textDocument/completion,textDocument/completion,True,64.70380020000448,255.52361759999366,1.0,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,134.1102124000031,286.83894740001955,1.0,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,0.9367723999957889,1.0735797999899432,1.0,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,0.2600121999989824,0.2993026000069676,1.0,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,1.745138799998358,2.114808799990442,1.0,hover_text_char_count,Hover length,3182.0,-837.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,dataframe describe hover,textDocument/hover,textDocument/hover,True,124.15751240000645,124.81610580000506,1.0,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,0.27252680000060536,0.37392959999920095,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.16578899999331043,0.17510360000301262,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,data_science,,summarize definition,textDocument/definition,textDocument/definition,True,0.10841440000035618,0.12108359999274398,1.0,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,0.6358426000076633,0.7266062000041984,1.0,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,211.06344220000037,324.95825719999516,1.0,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,7.3243731999980355,7.762877400000434,1.0,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,13.60808600000496,14.460734999994429,1.0,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,3.1248753999989276,3.322530399992729,0.0,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,20.226642400001538,22.181003400001487,1.0,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,2.7627832000064245,2.827565000006871,1.0,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,1.902156599993532,6.5781089999859415,1.0,hover_text_char_count,Hover length,2546.0,2268.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,data_science,,edit array then hover (edit+hover),textDocument/hover,textDocument/hover,True,115.30232700000624,116.39391080001928,1.0,hover_text_char_count,Hover length,5662.0,5384.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset completion,textDocument/completion,textDocument/completion,True,3.6493812000031767,5.646362400005955,1.0,completion_item_count,Completions found,10.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,queryset completion,textDocument/completion,textDocument/completion,True,3.832647599995198,5.637282400005006,1.0,completion_item_count,Completions found,261.0,251.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,queryset completion,textDocument/completion,textDocument/completion,True,11.242843400003721,42.53001120001158,1.0,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,136.1152067999967,409.44648360000417,1.0,completion_item_count,Completions found,2.0,-8.0,True,0 +benchmark,pyright,pyright,Pyright,django,,queryset filter hover,textDocument/hover,textDocument/hover,True,0.43927299999779734,0.4874411999935546,1.0,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,0.18567399999369627,0.20800199998234348,1.0,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,0.2687746000049174,0.3262959999915438,1.0,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,107.89564400000131,109.18606320000208,1.0,hover_text_char_count,Hover length,57.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,django,,model definition,textDocument/definition,textDocument/definition,True,0.25583999999696516,0.29811080000001766,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,django,,model definition,textDocument/definition,textDocument/definition,True,0.16301420000104372,0.1751411999919128,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,django,,model definition,textDocument/definition,textDocument/definition,True,0.22463399999992362,0.25074920000065504,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,django,,model definition,textDocument/definition,textDocument/definition,True,0.5907187999980579,0.6270123999911448,1.0,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,18.085636800003613,21.28932920000466,1.0,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,3.3606472000030863,3.6349418000156675,1.0,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,2.646356200000355,6.735941399995225,1.0,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,161.8503770000018,195.0028482000107,1.0,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,25.960756599994284,31.875513599990768,1.0,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,2.1918094000056954,2.220108399990295,1.0,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,3.4353005999946618,10.537463600002182,1.0,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,164.91170979999765,165.33951439998305,1.0,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,55.14674959999866,189.22445739999884,1.0,completion_item_count,Completions found,271.2,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,13.76954580000529,16.2346360000015,1.0,completion_item_count,Completions found,1000.0,728.8,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,report dataframe completion,textDocument/completion,textDocument/completion,True,62.97126700000035,251.2579547999905,1.0,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,38.471545199996626,52.11900700001024,1.0,completion_item_count,Completions found,6.0,-265.2,True,0 +benchmark,pyright,pyright,Pyright,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,0.5902491999989934,0.6157432000037488,1.0,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,0.17587000000389708,0.25527880001163794,1.0,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,1.4533585999913612,1.581639399995538,1.0,hover_text_char_count,Hover length,2759.0,2409.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,dataframe groupby hover,textDocument/hover,textDocument/hover,True,131.49838140000156,133.82158019998656,1.0,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,0.3319281999949908,0.4069637999975839,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.12891359999684937,0.1459909999937281,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,pandas,,build report definition,textDocument/definition,textDocument/definition,True,0.0919360000011693,0.10533180001175424,1.0,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,0.6488759999911053,0.6992717999821707,1.0,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,200.5807300000015,224.46528019999334,1.0,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,11.793156000004501,12.705442800017863,1.0,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,19.46865720000801,36.30394960000558,1.0,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,134.03496819999532,140.66119599999638,1.0,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,8.678032199998142,12.121175200002199,1.0,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,2.1724612000014076,2.2085070000002816,1.0,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,0.5165328000032332,0.5666266000105225,1.0,hover_text_char_count,Hover length,943.0,-3349.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,pandas,,edit dataframe then hover (edit+hover),textDocument/hover,textDocument/hover,True,122.8251843999999,124.88433819999614,1.0,hover_text_char_count,Hover length,232.0,-4060.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,5.137093200002596,8.325327600007881,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,2.817899599995144,6.177336399991872,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,query completion,textDocument/completion,textDocument/completion,True,55.347021600005064,220.82566680000463,1.0,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,123.05359579999617,238.11296360000256,1.0,completion_item_count,Completions found,1.0,0.0,True,0 +benchmark,pyright,pyright,Pyright,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,1.0438839999977745,1.271231000001194,1.0,hover_text_char_count,Hover length,10572.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.28652060000240454,0.3265141999804655,1.0,hover_text_char_count,Hover length,10621.0,49.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,0.6954511999879287,0.7444531999738047,1.0,hover_text_char_count,Hover length,15232.0,4660.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,sessionmaker hover,textDocument/hover,textDocument/hover,True,229.24705179999592,240.01698099997952,1.0,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,0.2731748000002199,0.3461867999931201,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.1425915999902827,0.16772380000134035,1.0,location_count,Definitions found,2.0,1.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,sqlalchemy,,mapped class definition,textDocument/definition,textDocument/definition,True,0.09632939999733026,0.10767279998731283,1.0,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,0.916513199996416,1.191946399990229,1.0,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,100.55337539999698,137.55328880000377,1.0,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,3.2191070000010313,3.5933615999965696,1.0,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,0.47252360000129556,0.5500156000152856,1.0,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,26.56295599999794,27.65712819998498,0.0,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,63.595640599999115,76.81273880000106,1.0,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,3.005047999999988,3.0595826000023862,1.0,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,0.32004560000586935,0.33654700000056437,1.0,hover_text_char_count,Hover length,2246.0,1346.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,sqlalchemy,,edit session then hover (edit+hover),textDocument/hover,textDocument/hover,False,26.78783220000014,27.880324199986717,0.0,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,39.12443700000949,59.967235200002726,1.0,completion_item_count,Completions found,123.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,9.715753399996174,11.030618200015851,1.0,completion_item_count,Completions found,775.0,652.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,classifier pipeline completion,textDocument/completion,textDocument/completion,True,540.7229047999975,2162.277454000013,1.0,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,91.62963600000467,94.39117579999561,1.0,completion_item_count,Completions found,2.0,-121.0,True,0 +benchmark,pyright,pyright,Pyright,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.40586980000512085,0.47577539999110735,1.0,hover_text_char_count,Hover length,34.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.3890225999896302,1.0797251999917987,1.0,hover_text_char_count,Hover length,7.0,-27.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,pipeline hover,textDocument/hover,textDocument/hover,True,0.12059640000643412,0.12992040000767702,1.0,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,1473.6304071999712,1498.4810111999764,0.0,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,0.3343974000131311,0.408096800003932,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,ty,Ty,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.20755720000238398,0.2968855999995412,1.0,location_count,Definitions found,1.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,transformers,,auto tokenizer definition,textDocument/definition,textDocument/definition,True,0.1640052000027481,0.20391760000961767,1.0,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,1094.7071007999966,1153.7805968000043,1.0,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,4.017459000004919,4.403630000001613,0.0,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,5.567391000005273,6.765120600005048,1.0,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,7.076105799995958,14.661009599990392,0.0,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,1.8523619999882612,2.064918999985821,0.0,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,224.4963087999963,234.14762379998706,1.0,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,5.1627538000047934,5.2725314000042545,1.0,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,12.505490799998142,29.970017999983153,1.0,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,1384.1699634000065,1414.7300114000018,0.0,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,4.176570000004176,6.169102000001203,1.0,completion_item_count,Completions found,14.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,request args completion,textDocument/completion,textDocument/completion,True,5.254133000005368,7.752705000007153,1.0,completion_item_count,Completions found,467.0,453.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,request args completion,textDocument/completion,textDocument/completion,True,45.97852339999804,138.98615120000952,1.0,completion_item_count,Completions found,487.8,473.8,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,request args completion,textDocument/completion,textDocument/completion,True,34.16137920000892,58.468490400014154,1.0,completion_item_count,Completions found,1.0,-13.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client session hover,textDocument/hover,textDocument/hover,True,0.4995172000008097,0.5570180000063374,1.0,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,0.18080419999932928,0.20582940001077077,1.0,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,5.293144400008032,19.361641600005438,1.0,hover_text_char_count,Hover length,167.0,141.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client session hover,textDocument/hover,textDocument/hover,True,11.794140200004222,19.59975000003169,1.0,hover_text_char_count,Hover length,359.0,333.0,True,0 +benchmark,pyright,pyright,Pyright,web,,client references,textDocument/references,textDocument/references,True,0.6565370000032544,0.7264104000171301,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,ty,Ty,web,,client references,textDocument/references,textDocument/references,True,0.5527276000009351,0.829713999996784,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pyrefly,Pyrefly,web,,client references,textDocument/references,textDocument/references,True,0.2597610000066197,0.322086800008492,1.0,location_count,References found,2.0,0.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,client references,textDocument/references,textDocument/references,True,1.9596148000005087,2.0540700000424295,1.0,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,3.2995115999938207,4.139637999998058,1.0,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,3.5961970000073507,4.014755600007902,1.0,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,3.321435800000927,4.312926000000061,1.0,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,53.68970499998795,54.569152399972154,1.0,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,24.050639799997953,27.226048200009245,1.0,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,2.128223999994816,2.1790769999938675,1.0,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,1.9055598000022655,3.985749999998233,1.0,hover_text_char_count,Hover length,9977.0,9557.0,True,0 +benchmark,pyright,pylsp-mypy,pylsp-mypy,web,,edit response then hover (edit+hover),textDocument/hover,textDocument/hover,True,174.69670599998608,206.6515306000042,1.0,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,1.006765999994741,2.1391839999921554,1.0,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,0.1410941999949955,0.15429139999696417,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,list declared type,typeServer/getDeclaredType,typeServer/getDeclaredType,True,0.18392719998701068,0.19241979999833347,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,generic specialization computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.1760249999961161,0.18028879999860692,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,flow narrowed branch type,typeServer/getComputedType,typeServer/getComputedType,False,0.15873300000066592,0.16226340000571327,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,stdlib path computed type,typeServer/getComputedType,typeServer/getComputedType,True,0.18448859999580236,0.19270999998752814,1.0,top_level_count,Results found,7.0,,True,0 +benchmark,pyright,pyrefly,Pyrefly,tsp_core,,function argument expected type,typeServer/getExpectedType,typeServer/getExpectedType,True,0.1962209999874176,0.24277239998582445,1.0,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,0.18349180000427623,0.20959800000355244,,,,,,False,10 +benchmark,pyright,pyrefly,Pyrefly,tsp_semantic,,django semantic tokens,typeServer/semanticTokens,semantic token impl using typeServer/getComputedType,True,8.486632800003235,15.074269000007233,1.0,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,32.24143199999503,34.474788400001444,1.0,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,4.1166483999973025,4.618256999987125,1.0,semantic_token_count,Semantic tokens found,75.0,,True,0 diff --git a/latest-results/summary-20260913T060637Z.json b/latest-results/summary-20260914T060721Z.json similarity index 93% rename from latest-results/summary-20260913T060637Z.json rename to latest-results/summary-20260914T060721Z.json index 1a484d9..14dd21b 100644 --- a/latest-results/summary-20260913T060637Z.json +++ b/latest-results/summary-20260914T060721Z.json @@ -17,12 +17,12 @@ "tsp_semantic" ], "baseline_server": "pyright", - "generated_at": "20260913T060637Z", + "generated_at": "20260914T060721Z", "servers": [ { "id": "pyright", "display_name": "Pyright", - "output_path": "results/bench-servers/pyright-20260913T060637Z.json", + "output_path": "results/bench-servers/pyright-20260914T060721Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -58,7 +58,7 @@ { "id": "ty", "display_name": "Ty", - "output_path": "results/bench-servers/ty-20260913T060637Z.json", + "output_path": "results/bench-servers/ty-20260914T060721Z.json", "success": true, "benchmark_count": 6, "command": [ @@ -91,7 +91,7 @@ { "id": "pyrefly", "display_name": "Pyrefly", - "output_path": "results/bench-servers/pyrefly-20260913T060637Z.json", + "output_path": "results/bench-servers/pyrefly-20260914T060721Z.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-20260913T060637Z.json", + "output_path": "results/bench-servers/pylsp-mypy-20260914T060721Z.json", "success": false, "benchmark_count": 6, "command": [ diff --git a/latest-results/summary-20260913T060637Z.md b/latest-results/summary-20260914T060721Z.md similarity index 60% rename from latest-results/summary-20260913T060637Z.md rename to latest-results/summary-20260914T060721Z.md index ad9d110..f0a368d 100644 --- a/latest-results/summary-20260913T060637Z.md +++ b/latest-results/summary-20260914T060721Z.md @@ -1,8 +1,8 @@ # Python LSP Benchmark Comparison -Generated from `results/bench-servers/summary-20260913T060637Z.json` +Generated from `results/bench-servers/summary-20260914T060721Z.json` -- Generated at: 20260913T060637Z +- Generated at: 20260914T060721Z - Config: `github-releases` - Servers: pyright, ty, pyrefly, pylsp-mypy - Baseline server: Pyright (pyright) @@ -30,10 +30,10 @@ Generated from `results/bench-servers/summary-20260913T060637Z.json` | Server | Success | Benchmarks | Wall clock ms | Avg measured ms | Measured requests | Non-empty % | Failed points | | --- | --- | --- | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 6 | 4873.13 | 3.82 | 150 | 100% | 0 | -| Pyrefly | no | 8 | 15468.71 | 35.87 | 205 | 97% | 2 | -| Pyright | yes | 6 | 35098.62 | 64.82 | 150 | 97% | 0 | -| pylsp-mypy | no | 6 | 167484.73 | 282.33 | 150 | 80% | 5 | +| Ty | yes | 6 | 4055.76 | 3.07 | 150 | 100% | 0 | +| Pyrefly | no | 8 | 10484.73 | 22.09 | 205 | 97% | 2 | +| Pyright | yes | 6 | 23634.45 | 34.07 | 150 | 97% | 0 | +| pylsp-mypy | no | 6 | 135299.19 | 203.50 | 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-20260913T060637Z.json` | Server | Success | Wall clock ms | Avg measured ms | Points | Measured requests | Non-empty % | Failed points | | --- | --- | ---: | ---: | ---: | ---: | ---: | ---: | -| Ty | yes | 388.14 | 3.16 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 1148.36 | 28.85 | 5 | 25 | 100% | 0 | -| Pyright | yes | 4617.76 | 81.02 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 6969.36 | 98.45 | 5 | 25 | 80% | 1 | +| Ty | yes | 321.26 | 2.40 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 779.81 | 16.41 | 5 | 25 | 100% | 0 | +| Pyright | yes | 2937.88 | 47.34 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 5703.23 | 75.47 | 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 | 1.65 | 1.82 | 100% | 223.00 | +22.00 | pass | -| Pyright | yes | 6.56 | 10.28 | 100% | 201.00 | 0.00 | pass | -| Pyrefly | yes | 81.93 | 317.24 | 100% | 250.00 | +49.00 | pass | -| pylsp-mypy | yes | 176.29 | 389.01 | 100% | 188.00 | -13.00 | pass | +| Ty | yes | 1.50 | 1.62 | 100% | 223.00 | +22.00 | pass | +| Pyright | yes | 4.22 | 7.23 | 100% | 201.00 | 0.00 | pass | +| Pyrefly | yes | 64.70 | 255.52 | 100% | 250.00 | +49.00 | pass | +| pylsp-mypy | yes | 134.11 | 286.84 | 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 | 0.25 | 0.28 | 100% | 4232.00 | +213.00 | pass | -| Pyright | yes | 1.24 | 1.51 | 100% | 4019.00 | 0.00 | pass | -| Pyrefly | yes | 3.64 | 7.29 | 100% | 3182.00 | -837.00 | pass | -| pylsp-mypy | yes | 159.73 | 162.36 | 100% | 4134.00 | +115.00 | pass | +| Ty | yes | 0.26 | 0.30 | 100% | 4232.00 | +213.00 | pass | +| Pyright | yes | 0.94 | 1.07 | 100% | 4019.00 | 0.00 | pass | +| Pyrefly | yes | 1.75 | 2.11 | 100% | 3182.00 | -837.00 | pass | +| pylsp-mypy | yes | 124.16 | 124.82 | 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 | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.20 | 0.31 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.44 | 0.53 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.03 | 1.16 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.11 | 0.12 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.17 | 0.18 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.27 | 0.37 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.64 | 0.73 | 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 | 3.84 | 4.18 | 0% | 0.00 | -168.00 | fail (10) | -| Ty | yes | 10.21 | 12.06 | 100% | 168.00 | 0.00 | pass | -| Pyrefly | yes | 39.35 | 46.11 | 100% | 149.00 | -19.00 | pass | -| Pyright | yes | 365.89 | 525.78 | 100% | 168.00 | 0.00 | pass | +| pylsp-mypy | no | 3.12 | 3.32 | 0% | 0.00 | -168.00 | fail (10) | +| Ty | yes | 7.32 | 7.76 | 100% | 168.00 | 0.00 | pass | +| Pyrefly | yes | 13.61 | 14.46 | 100% | 149.00 | -19.00 | pass | +| Pyright | yes | 211.06 | 324.96 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 3.50 | 3.79 | 100% | 267.00 | -11.00 | pass | -| Pyrefly | yes | 19.16 | 62.96 | 100% | 2546.00 | +2268.00 | pass | -| Pyright | yes | 30.99 | 34.13 | 100% | 278.00 | 0.00 | pass | -| pylsp-mypy | yes | 151.36 | 153.20 | 100% | 5662.00 | +5384.00 | pass | +| Pyrefly | yes | 1.90 | 6.58 | 100% | 2546.00 | +2268.00 | pass | +| Ty | yes | 2.76 | 2.83 | 100% | 267.00 | -11.00 | pass | +| Pyright | yes | 20.23 | 22.18 | 100% | 278.00 | 0.00 | pass | +| pylsp-mypy | yes | 115.30 | 116.39 | 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 | 246.31 | 2.41 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 295.57 | 4.69 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1342.03 | 13.36 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 6720.81 | 147.25 | 5 | 25 | 100% | 0 | +| Ty | yes | 192.42 | 1.95 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 219.65 | 3.56 | 5 | 25 | 100% | 0 | +| Pyright | yes | 961.98 | 9.68 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 5075.83 | 114.27 | 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 | 4.46 | 7.08 | 100% | 10.00 | 0.00 | pass | -| Ty | yes | 4.83 | 6.89 | 100% | 261.00 | +251.00 | pass | -| Pyrefly | yes | 15.04 | 59.18 | 100% | 15.00 | +5.00 | pass | -| pylsp-mypy | yes | 167.82 | 514.12 | 100% | 2.00 | -8.00 | pass | +| Pyright | yes | 3.65 | 5.65 | 100% | 10.00 | 0.00 | pass | +| Ty | yes | 3.83 | 5.64 | 100% | 261.00 | +251.00 | pass | +| Pyrefly | yes | 11.24 | 42.53 | 100% | 15.00 | +5.00 | pass | +| pylsp-mypy | yes | 136.12 | 409.45 | 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 | 0.18 | 0.21 | 100% | 46.00 | -11.00 | pass | -| Pyrefly | yes | 0.22 | 0.28 | 100% | 298.00 | +241.00 | pass | -| Pyright | yes | 0.54 | 0.58 | 100% | 57.00 | 0.00 | pass | -| pylsp-mypy | yes | 141.14 | 143.18 | 100% | 57.00 | 0.00 | pass | +| Ty | yes | 0.19 | 0.21 | 100% | 46.00 | -11.00 | pass | +| Pyrefly | yes | 0.27 | 0.33 | 100% | 298.00 | +241.00 | pass | +| Pyright | yes | 0.44 | 0.49 | 100% | 57.00 | 0.00 | pass | +| pylsp-mypy | yes | 107.90 | 109.19 | 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 | 0.15 | 0.17 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 0.17 | 0.18 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.32 | 0.36 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.01 | 1.10 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.16 | 0.18 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.22 | 0.25 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.26 | 0.30 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.59 | 0.63 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 4.35 | 4.89 | 100% | 104.00 | 0.00 | pass | -| Pyrefly | yes | 6.55 | 20.85 | 100% | 83.00 | -21.00 | pass | -| Pyright | yes | 26.13 | 29.58 | 100% | 104.00 | 0.00 | pass | -| pylsp-mypy | yes | 213.85 | 243.54 | 100% | 143.00 | +39.00 | pass | +| Pyrefly | yes | 2.65 | 6.74 | 100% | 83.00 | -21.00 | pass | +| Ty | yes | 3.36 | 3.63 | 100% | 104.00 | 0.00 | pass | +| Pyright | yes | 18.09 | 21.29 | 100% | 104.00 | 0.00 | pass | +| pylsp-mypy | yes | 161.85 | 195.00 | 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 | 1.49 | 4.30 | 100% | 858.00 | +775.00 | pass | -| Ty | yes | 2.57 | 2.59 | 100% | 100.00 | +17.00 | pass | -| Pyright | yes | 35.38 | 41.33 | 100% | 83.00 | 0.00 | pass | -| pylsp-mypy | yes | 212.42 | 213.65 | 100% | 71.00 | -12.00 | pass | +| Ty | yes | 2.19 | 2.22 | 100% | 100.00 | +17.00 | pass | +| Pyrefly | yes | 3.44 | 10.54 | 100% | 858.00 | +775.00 | pass | +| Pyright | yes | 25.96 | 31.88 | 100% | 83.00 | 0.00 | pass | +| pylsp-mypy | yes | 164.91 | 165.34 | 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 | 831.76 | 7.68 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 1055.64 | 25.85 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 7050.15 | 119.75 | 5 | 25 | 100% | 0 | -| Pyright | yes | 9583.78 | 136.53 | 5 | 25 | 100% | 0 | +| Ty | yes | 630.72 | 5.61 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 691.67 | 16.90 | 5 | 25 | 100% | 0 | +| Pyright | yes | 5742.46 | 53.07 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 5057.94 | 85.50 | 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 | 19.16 | 23.04 | 100% | 1000.00 | +728.80 | pass | -| pylsp-mypy | yes | 47.06 | 63.83 | 100% | 6.00 | -265.20 | pass | -| Pyright | yes | 73.09 | 242.60 | 100% | 271.20 | 0.00 | pass | -| Pyrefly | yes | 84.31 | 336.34 | 100% | 16.00 | -255.20 | pass | +| Ty | yes | 13.77 | 16.23 | 100% | 1000.00 | +728.80 | pass | +| pylsp-mypy | yes | 38.47 | 52.12 | 100% | 6.00 | -265.20 | pass | +| Pyright | yes | 55.15 | 189.22 | 100% | 271.20 | 0.00 | pass | +| Pyrefly | yes | 62.97 | 251.26 | 100% | 16.00 | -255.20 | 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 | 0.23 | 0.29 | 100% | 329.00 | -21.00 | pass | -| Pyright | yes | 0.67 | 0.74 | 100% | 350.00 | 0.00 | pass | -| Pyrefly | yes | 2.39 | 2.57 | 100% | 2759.00 | +2409.00 | pass | -| pylsp-mypy | yes | 173.47 | 176.20 | 100% | 301.00 | -49.00 | pass | +| Ty | yes | 0.18 | 0.26 | 100% | 329.00 | -21.00 | pass | +| Pyright | yes | 0.59 | 0.62 | 100% | 350.00 | 0.00 | pass | +| Pyrefly | yes | 1.45 | 1.58 | 100% | 2759.00 | +2409.00 | pass | +| pylsp-mypy | yes | 131.50 | 133.82 | 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 | 0.16 | 0.17 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.17 | 0.19 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.39 | 0.45 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1.07 | 1.16 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.09 | 0.11 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.13 | 0.15 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.33 | 0.41 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.65 | 0.70 | 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 | 16.24 | 16.61 | 100% | 448.00 | +8.00 | pass | -| Pyrefly | yes | 41.10 | 43.52 | 100% | 256.00 | -184.00 | pass | -| pylsp-mypy | yes | 210.72 | 214.72 | 100% | 441.00 | +1.00 | pass | -| Pyright | yes | 597.36 | 1179.55 | 100% | 440.00 | 0.00 | pass | +| Ty | yes | 11.79 | 12.71 | 100% | 448.00 | +8.00 | pass | +| Pyrefly | yes | 19.47 | 36.30 | 100% | 256.00 | -184.00 | pass | +| pylsp-mypy | yes | 134.03 | 140.66 | 100% | 441.00 | +1.00 | pass | +| Pyright | yes | 200.58 | 224.47 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 1.29 | 2.80 | 100% | 943.00 | -3349.00 | pass | -| Ty | yes | 2.58 | 2.63 | 100% | 4441.00 | +149.00 | pass | -| Pyright | yes | 11.14 | 16.07 | 100% | 4292.00 | 0.00 | pass | -| pylsp-mypy | yes | 166.45 | 167.31 | 100% | 232.00 | -4060.00 | pass | +| Pyrefly | yes | 0.52 | 0.57 | 100% | 943.00 | -3349.00 | pass | +| Ty | yes | 2.17 | 2.21 | 100% | 4441.00 | +149.00 | pass | +| Pyright | yes | 8.68 | 12.12 | 100% | 4292.00 | 0.00 | pass | +| pylsp-mypy | yes | 122.83 | 124.88 | 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 | 358.25 | 2.35 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 755.29 | 15.83 | 5 | 25 | 100% | 0 | -| Pyright | yes | 3320.94 | 46.08 | 5 | 25 | 100% | 0 | -| pylsp-mypy | no | 6201.92 | 105.58 | 5 | 25 | 60% | 2 | +| Ty | yes | 272.66 | 1.89 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 564.90 | 11.39 | 5 | 25 | 100% | 0 | +| Pyright | yes | 2400.24 | 34.12 | 5 | 25 | 100% | 0 | +| pylsp-mypy | no | 4635.06 | 81.31 | 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 | 3.32 | 7.42 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 6.57 | 10.13 | 100% | 1.00 | 0.00 | pass | -| Pyrefly | yes | 76.93 | 306.93 | 100% | 15.00 | +14.00 | pass | -| pylsp-mypy | yes | 179.95 | 382.86 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 2.82 | 6.18 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 5.14 | 8.33 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 55.35 | 220.83 | 100% | 15.00 | +14.00 | pass | +| pylsp-mypy | yes | 123.05 | 238.11 | 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 | 0.34 | 0.41 | 100% | 10621.00 | +49.00 | pass | -| Pyrefly | yes | 0.98 | 1.01 | 100% | 15232.00 | +4660.00 | pass | -| Pyright | yes | 1.23 | 1.61 | 100% | 10572.00 | 0.00 | pass | -| pylsp-mypy | yes | 284.80 | 286.17 | 100% | 10498.00 | -74.00 | pass | +| Ty | yes | 0.29 | 0.33 | 100% | 10621.00 | +49.00 | pass | +| Pyrefly | yes | 0.70 | 0.74 | 100% | 15232.00 | +4660.00 | pass | +| Pyright | yes | 1.04 | 1.27 | 100% | 10572.00 | 0.00 | pass | +| pylsp-mypy | yes | 229.25 | 240.02 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.15 | 0.16 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.16 | 0.19 | 100% | 2.00 | +1.00 | pass | -| Pyright | yes | 0.36 | 0.42 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 0.95 | 1.02 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.10 | 0.11 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.14 | 0.17 | 100% | 2.00 | +1.00 | pass | +| Pyright | yes | 0.27 | 0.35 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 0.92 | 1.19 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.63 | 0.66 | 100% | 17.00 | -21.00 | pass | -| Ty | yes | 4.14 | 4.68 | 100% | 23.00 | -15.00 | pass | -| pylsp-mypy | no | 31.50 | 33.18 | 0% | 0.00 | -38.00 | fail (10) | -| Pyright | yes | 134.93 | 189.58 | 100% | 38.00 | 0.00 | pass | +| Pyrefly | yes | 0.47 | 0.55 | 100% | 17.00 | -21.00 | pass | +| Ty | yes | 3.22 | 3.59 | 100% | 23.00 | -15.00 | pass | +| pylsp-mypy | no | 26.56 | 27.66 | 0% | 0.00 | -38.00 | fail (10) | +| Pyright | yes | 100.55 | 137.55 | 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 | 0.46 | 0.47 | 100% | 2246.00 | +1346.00 | pass | -| Ty | yes | 3.78 | 3.83 | 100% | 958.00 | +58.00 | pass | -| pylsp-mypy | no | 30.69 | 30.87 | 0% | 0.00 | -900.00 | fail (10) | -| Pyright | yes | 87.31 | 100.29 | 100% | 900.00 | 0.00 | pass | +| Pyrefly | yes | 0.32 | 0.34 | 100% | 2246.00 | +1346.00 | pass | +| Ty | yes | 3.01 | 3.06 | 100% | 958.00 | +58.00 | pass | +| pylsp-mypy | no | 26.79 | 27.88 | 0% | 0.00 | -900.00 | fail (10) | +| Pyright | yes | 63.60 | 76.81 | 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 | 2739.29 | 4.67 | 5 | 25 | 100% | 0 | -| Pyright | yes | 14765.21 | 102.69 | 5 | 25 | 80% | 0 | -| Pyrefly | yes | 5226.98 | 164.31 | 5 | 25 | 80% | 0 | -| pylsp-mypy | no | 136282.99 | 1127.60 | 5 | 25 | 40% | 2 | +| Ty | yes | 2370.24 | 4.21 | 5 | 25 | 100% | 0 | +| Pyright | yes | 10532.41 | 53.68 | 5 | 25 | 80% | 0 | +| Pyrefly | yes | 3652.55 | 112.12 | 5 | 25 | 80% | 0 | +| pylsp-mypy | no | 111682.83 | 809.20 | 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 | 11.05 | 11.93 | 100% | 775.00 | +652.00 | pass | -| Pyright | yes | 49.07 | 79.84 | 100% | 123.00 | 0.00 | pass | -| pylsp-mypy | yes | 117.85 | 119.26 | 100% | 2.00 | -121.00 | pass | -| Pyrefly | yes | 804.41 | 3216.77 | 100% | 15.00 | -108.00 | pass | +| Ty | yes | 9.72 | 11.03 | 100% | 775.00 | +652.00 | pass | +| Pyright | yes | 39.12 | 59.97 | 100% | 123.00 | 0.00 | pass | +| pylsp-mypy | yes | 91.63 | 94.39 | 100% | 2.00 | -121.00 | pass | +| Pyrefly | yes | 540.72 | 2162.28 | 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 | 0.17 | 100% | 48.00 | +14.00 | pass | -| Ty | yes | 0.40 | 1.07 | 100% | 7.00 | -27.00 | pass | -| Pyright | yes | 0.47 | 0.56 | 100% | 34.00 | 0.00 | pass | -| pylsp-mypy | no | 2016.25 | 2061.51 | 0% | 0.00 | -34.00 | fail (10) | +| Pyrefly | yes | 0.12 | 0.13 | 100% | 48.00 | +14.00 | pass | +| Ty | yes | 0.39 | 1.08 | 100% | 7.00 | -27.00 | pass | +| Pyright | yes | 0.41 | 0.48 | 100% | 34.00 | 0.00 | pass | +| pylsp-mypy | no | 1473.63 | 1498.48 | 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 | 0.19 | 0.21 | 100% | 1.00 | 0.00 | pass | -| Ty | yes | 0.25 | 0.29 | 100% | 1.00 | 0.00 | pass | -| Pyright | yes | 0.45 | 0.48 | 100% | 1.00 | 0.00 | pass | -| pylsp-mypy | yes | 1591.60 | 1649.14 | 100% | 1.00 | 0.00 | pass | +| Pyrefly | yes | 0.16 | 0.20 | 100% | 1.00 | 0.00 | pass | +| Ty | yes | 0.21 | 0.30 | 100% | 1.00 | 0.00 | pass | +| Pyright | yes | 0.33 | 0.41 | 100% | 1.00 | 0.00 | pass | +| pylsp-mypy | yes | 1094.71 | 1153.78 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Pyrefly | yes | 0.41 | 0.46 | 0% | 0.00 | 0.00 | pass | -| pylsp-mypy | yes | 2.30 | 2.41 | 0% | 0.00 | 0.00 | pass | -| Ty | yes | 5.87 | 6.71 | 100% | 23.00 | +23.00 | pass | -| Pyright | yes | 6.73 | 8.11 | 0% | 0.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.85 | 2.06 | 0% | 0.00 | 0.00 | pass | +| Pyright | yes | 4.02 | 4.40 | 0% | 0.00 | 0.00 | pass | +| Ty | yes | 5.57 | 6.77 | 100% | 23.00 | +23.00 | pass | +| Pyrefly | yes | 7.08 | 14.66 | 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 | 5.80 | 6.83 | 100% | 7.00 | -23.00 | pass | -| Pyrefly | yes | 16.39 | 27.94 | 100% | 33.00 | +3.00 | pass | -| Pyright | yes | 456.71 | 472.09 | 100% | 30.00 | 0.00 | pass | -| pylsp-mypy | no | 1909.99 | 1963.39 | 0% | 0.00 | -30.00 | fail (10) | +| Ty | yes | 5.16 | 5.27 | 100% | 7.00 | -23.00 | pass | +| Pyrefly | yes | 12.51 | 29.97 | 100% | 33.00 | +3.00 | pass | +| Pyright | yes | 224.50 | 234.15 | 100% | 30.00 | 0.00 | pass | +| pylsp-mypy | no | 1384.17 | 1414.73 | 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 | 309.38 | 2.64 | 5 | 25 | 100% | 0 | -| Pyright | yes | 1468.90 | 9.21 | 5 | 25 | 100% | 0 | -| Pyrefly | yes | 758.68 | 15.11 | 5 | 25 | 100% | 0 | -| pylsp-mypy | yes | 4259.49 | 95.32 | 5 | 25 | 100% | 0 | +| Ty | yes | 268.46 | 2.34 | 5 | 25 | 100% | 0 | +| Pyright | yes | 1059.48 | 6.54 | 5 | 25 | 100% | 0 | +| Pyrefly | yes | 577.95 | 11.35 | 5 | 25 | 100% | 0 | +| pylsp-mypy | yes | 3144.30 | 55.26 | 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 | | --- | --- | ---: | ---: | ---: | ---: | ---: | --- | -| Ty | yes | 5.91 | 8.59 | 100% | 467.00 | +453.00 | pass | -| Pyright | yes | 6.38 | 10.39 | 100% | 14.00 | 0.00 | pass | -| Pyrefly | yes | 65.32 | 186.10 | 100% | 487.80 | +473.80 | pass | -| pylsp-mypy | yes | 72.26 | 128.63 | 100% | 1.00 | -13.00 | pass | +| Pyright | yes | 4.18 | 6.17 | 100% | 14.00 | 0.00 | pass | +| Ty | yes | 5.25 | 7.75 | 100% | 467.00 | +453.00 | pass | +| pylsp-mypy | yes | 34.16 | 58.47 | 100% | 1.00 | -13.00 | pass | +| Pyrefly | yes | 45.98 | 138.99 | 100% | 487.80 | +473.80 | 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 | 0.16 | 0.18 | 100% | 7.00 | -19.00 | pass | -| Pyright | yes | 0.53 | 0.61 | 100% | 26.00 | 0.00 | pass | -| Pyrefly | yes | 5.08 | 18.01 | 100% | 167.00 | +141.00 | pass | -| pylsp-mypy | yes | 121.37 | 174.71 | 100% | 359.00 | +333.00 | pass | +| Ty | yes | 0.18 | 0.21 | 100% | 7.00 | -19.00 | pass | +| Pyright | yes | 0.50 | 0.56 | 100% | 26.00 | 0.00 | pass | +| Pyrefly | yes | 5.29 | 19.36 | 100% | 167.00 | +141.00 | pass | +| pylsp-mypy | yes | 11.79 | 19.60 | 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 | 0.27 | 0.30 | 100% | 2.00 | 0.00 | pass | -| Ty | yes | 0.50 | 0.58 | 100% | 2.00 | 0.00 | pass | -| Pyright | yes | 0.83 | 1.19 | 100% | 2.00 | 0.00 | pass | -| pylsp-mypy | yes | 2.74 | 3.33 | 100% | 2.00 | 0.00 | pass | +| Pyrefly | yes | 0.26 | 0.32 | 100% | 2.00 | 0.00 | pass | +| Ty | yes | 0.55 | 0.83 | 100% | 2.00 | 0.00 | pass | +| Pyright | yes | 0.66 | 0.73 | 100% | 2.00 | 0.00 | pass | +| pylsp-mypy | yes | 1.96 | 2.05 | 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 | 1.52 | 4.55 | 100% | 32.00 | -173.00 | pass | -| Pyright | yes | 4.08 | 4.34 | 100% | 205.00 | 0.00 | pass | -| Ty | yes | 4.24 | 5.18 | 100% | 225.00 | +20.00 | pass | -| pylsp-mypy | yes | 72.74 | 74.82 | 100% | 57.00 | -148.00 | pass | +| Pyright | yes | 3.30 | 4.14 | 100% | 205.00 | 0.00 | pass | +| Pyrefly | yes | 3.32 | 4.31 | 100% | 32.00 | -173.00 | pass | +| Ty | yes | 3.60 | 4.01 | 100% | 225.00 | +20.00 | pass | +| pylsp-mypy | yes | 53.69 | 54.57 | 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 | 2.36 | 2.40 | 100% | 1613.00 | +1193.00 | pass | -| Pyrefly | yes | 3.34 | 6.47 | 100% | 9977.00 | +9557.00 | pass | -| Pyright | yes | 34.23 | 38.38 | 100% | 420.00 | 0.00 | pass | -| pylsp-mypy | yes | 207.48 | 209.46 | 100% | 880.00 | +460.00 | pass | +| Pyrefly | yes | 1.91 | 3.99 | 100% | 9977.00 | +9557.00 | pass | +| Ty | yes | 2.13 | 2.18 | 100% | 1613.00 | +1193.00 | pass | +| Pyright | yes | 24.05 | 27.23 | 100% | 420.00 | 0.00 | pass | +| pylsp-mypy | yes | 174.70 | 206.65 | 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 | 214.17 | 0.28 | 8 | 40 | 100% | 2 | +| Pyrefly | no | 163.34 | 0.28 | 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 | 0.85 | 0.94 | 100% | 30.00 | 0.00 | pass | +| Pyrefly | yes | 1.01 | 2.14 | 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 | 0.16 | 0.17 | 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 | 0.25 | 0.26 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.18 | 0.19 | 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 | 0.23 | 0.25 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.18 | 0.18 | 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 | 0.19 | 0.19 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.18 | 0.19 | 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 | 0.19 | 0.20 | 100% | 7.00 | 0.00 | pass | +| Pyrefly | yes | 0.20 | 0.24 | 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 | 6014.01 | 65.02 | 3 | 15 | 100% | 0 | +| Pyrefly | yes | 3834.86 | 14.95 | 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 | 18.50 | 42.72 | 100% | 126.00 | 0.00 | pass | +| Pyrefly | yes | 8.49 | 15.07 | 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 | 126.48 | 150.49 | 100% | 74.00 | 0.00 | pass | +| Pyrefly | yes | 32.24 | 34.47 | 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 | 50.07 | 56.86 | 100% | 75.00 | 0.00 | pass | +| Pyrefly | yes | 4.12 | 4.62 | 100% | 75.00 | 0.00 | pass | diff --git a/latest-results/ty-20260913T060637Z-responses.jsonl b/latest-results/ty-20260914T060721Z-responses.jsonl similarity index 100% rename from latest-results/ty-20260913T060637Z-responses.jsonl rename to latest-results/ty-20260914T060721Z-responses.jsonl diff --git a/latest-results/ty-20260913T060637Z.json b/latest-results/ty-20260914T060721Z.json similarity index 90% rename from latest-results/ty-20260913T060637Z.json rename to latest-results/ty-20260914T060721Z.json index 52f7105..5d79a17 100644 --- a/latest-results/ty-20260913T060637Z.json +++ b/latest-results/ty-20260914T060721Z.json @@ -12,8 +12,8 @@ "transformers", "web" ], - "started_at_unix": 1789279679.211676, - "finished_at_unix": 1789279684.1578836, + "started_at_unix": 1789366110.7577345, + "finished_at_unix": 1789366114.8729196, "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": 388.1410630000346, + "total_duration_ms": 321.2648779999938, "error_message": null, "summary": { "request_count": 32, @@ -35,11 +35,11 @@ "failure_count": 0, "bytes_sent": 18656, "bytes_received": 874720, - "min_ms": 0.13650000005327456, - "max_ms": 203.21967300003507, - "mean_ms": 11.477780343755128, - "median_ms": 1.73194000001331, - "p95_ms": 39.63341324998164, + "min_ms": 0.14311199998928714, + "max_ms": 180.30848000000788, + "mean_ms": 9.512007187498561, + "median_ms": 1.538631499983012, + "p95_ms": 28.344607050003354, "result_summary": { "present_count": 31, "empty_count": 1, @@ -95,27 +95,27 @@ "by_method": { "textDocument/completion": { "point_count": 2, - "min_ms": 1.5538499999934174, - "max_ms": 12.597671999969862, - "mean_ms": 5.932715699998425, - "median_ms": 5.623748499999692, - "p95_ms": 11.389300949977606 + "min_ms": 1.4227549999930034, + "max_ms": 7.846059000002015, + "mean_ms": 4.414377999995622, + "median_ms": 4.309641500000794, + "p95_ms": 7.658900399998458 }, "textDocument/hover": { "point_count": 2, - "min_ms": 0.21766999998362735, - "max_ms": 3.8722090000078424, - "mean_ms": 1.875389800005678, - "median_ms": 1.822332000017468, - "p95_ms": 3.6823954000084314 + "min_ms": 0.19783999999845037, + "max_ms": 2.841087000007292, + "mean_ms": 1.5113977000027035, + "median_ms": 1.5106369999955405, + "p95_ms": 2.8106625000063445 }, "textDocument/definition": { "point_count": 1, - "min_ms": 0.13650000005327456, - "max_ms": 0.3354589999844393, - "mean_ms": 0.2034520000051998, - "median_ms": 0.18437599999288068, - "p95_ms": 0.3082649999896603 + "min_ms": 0.14311199998928714, + "max_ms": 0.17574800000375035, + "mean_ms": 0.16578899999331043, + "median_ms": 0.17057099998396552, + "p95_ms": 0.17510360000301262 } }, "validation": { @@ -141,11 +141,11 @@ "failure_count": 0, "bytes_sent": 1425, "bytes_received": 306550, - "min_ms": 1.5538499999934174, - "max_ms": 1.8540819999657288, - "mean_ms": 1.6514947999894503, - "median_ms": 1.6111859999909939, - "p95_ms": 1.817474999973001, + "min_ms": 1.4227549999930034, + "max_ms": 1.6357389999939187, + "mean_ms": 1.5043827999932091, + "median_ms": 1.4715810000041074, + "p95_ms": 1.621395399990888, "result_summary": { "present_count": 5, "empty_count": 0, @@ -205,9 +205,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 203.21967300003507, + "duration_ms": 180.30848000000788, "success": true, - "started_at_unix": 1789279679.231934, + "started_at_unix": 1789366110.774109, "bytes_sent": 285, "bytes_received": 61310, "request_id": 2, @@ -235,9 +235,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.8540819999657288, + "duration_ms": 1.6357389999939187, "success": true, - "started_at_unix": 1789279679.4361646, + "started_at_unix": 1789366110.955157, "bytes_sent": 285, "bytes_received": 61310, "request_id": 3, @@ -265,9 +265,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.6710470000020905, + "duration_ms": 1.5640209999787658, "success": true, - "started_at_unix": 1789279679.4393396, + "started_at_unix": 1789366110.9578586, "bytes_sent": 285, "bytes_received": 61310, "request_id": 4, @@ -295,9 +295,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.6111859999909939, + "duration_ms": 1.4278179999962504, "success": true, - "started_at_unix": 1789279679.442284, + "started_at_unix": 1789366110.9604578, "bytes_sent": 285, "bytes_received": 61310, "request_id": 5, @@ -325,9 +325,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.5538499999934174, + "duration_ms": 1.4715810000041074, "success": true, - "started_at_unix": 1789279679.445154, + "started_at_unix": 1789366110.9628289, "bytes_sent": 285, "bytes_received": 61310, "request_id": 6, @@ -355,9 +355,9 @@ { "kind": "request", "method": "textDocument/completion", - "duration_ms": 1.5673089999950207, + "duration_ms": 1.4227549999930034, "success": true, - "started_at_unix": 1789279679.4479764, + "started_at_unix": 1789366110.9652846, "bytes_sent": 285, "bytes_received": 61310, "request_id": 7, @@ -400,11 +400,11 @@ "failure_count": 0, "bytes_sent": 1269, "bytes_received": 22949, - "min_ms": 0.21766999998362735, - "max_ms": 0.28275700003632664, - "mean_ms": 0.24730760000011287, - "median_ms": 0.23764200000186975, - "p95_ms": 0.2818122000235235, + "min_ms": 0.19783999999845037, + "max_ms": 0.30238400000826005, + "mean_ms": 0.2600121999989824, + "median_ms": 0.26722299998027665, + "p95_ms": 0.2993026000069676, "result_summary": { "present_count": 5, "empty_count": 0, @@ -464,9 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