ablations.csv

ablation,deployment,system,before,after,concurrency,seed,qualified_value_before,qualified_value_after,qualified_value_ratio,gross_value_ratio,qualified_share_ratio
capacity,Qwen3.5 9B,Claude Opus 5.5,v1,v6,16,D,3.533,4.761,1.348,1.110,1.214
capacity,Qwen3.5 9B,Claude Opus 5.5,v1,v6,16,E,4.294,4.960,1.155,1.074,1.076
draft_length,Gemma E4B,Claude Opus 5.5,"v7, synthetic-selected K=3","v7, workload-selected K=7",40,D,2.240,2.308,1.030,1.030,1.000
draft_length,Gemma E4B,Claude Opus 5.5,"v7, synthetic-selected K=3","v7, workload-selected K=7",40,E,2.450,2.544,1.039,1.029,1.009
replay_feedback,Gemma E4B,Claude Opus 5,"v2 resumed for 2 h, no replay feedback","v2 resumed for 2 h, with replay feedback",,F,0.786,0.888,1.129,1.112,1.015
replay_feedback,Gemma E4B,Claude Opus 5,"v2 resumed for 2 h, no replay feedback","v2 resumed for 2 h, with replay feedback",,G,0.878,1.148,1.308,1.243,1.052
successive_versions,Qwen3.5 9B,Claude Opus 5.5,v1,v2,16,1,,,1.88,,
successive_versions,Qwen3.5 9B,Claude Opus 5.5,v1,v2,16,2,,,1.32,,
successive_versions,Qwen3.5 9B,Claude Opus 5,v3,v4,2,1,,,1.90,,
successive_versions,Qwen3.5 9B,Claude Opus 5,v3,v4,2,2,,,1.67,,
successive_versions,Qwen3.5 9B,Claude Opus 5,v3,v4,2,3,,,1.44,,
successive_versions,Gemma E4B,Claude Sonnet 5.5,v3,v4,32,1,,,1.24,,
successive_versions,Gemma E4B,Claude Sonnet 5.5,v3,v4,32,2,,,1.02,,
successive_versions,Gemma E4B,Claude Sonnet 5.5,v3,v4,32,3,,,1.05,,
offered_load,Gemma E4B,Claude Sonnet 5.5,c=2,c=32,,mean of 3,1.30,2.97,,,
development_vs_final_draw,Qwen3.8 27B INT4,Claude Opus 5.5,development replay (qualified share 76.0%),final replay (qualified share 16.8%),16,,2.99,0.48,,,