1arm,committee,aggregation,cost_usd_mean,latency_s_mean,tokens_mean,cost_usd_total,mean_abs_log_error,n2A_hedonic,none,model,0.0,1.2664570928544177e-06,0.0,0.0,0.1965395654036433,72132.03B_hierarchical,none,model,0.0,9.276655991557834e-07,0.0,0.0,0.1901013943871288,72132.04C_catboost,none,model,0.0,1.1639165004978922e-06,0.0,0.0,0.1728449166688981,72132.05C_gbm,none,model,0.0,3.1204493156457797e-06,0.0,0.0,0.1825518199096673,72132.06C_xgboost,none,model,0.0,1.0671662090602171e-06,0.0,0.0,0.1812049738521171,72132.07D_avm,none,model,0.0,0.00023210158056101757,0.0,0.0,0.18014167592470398,72132.08E_single_llm,mixed_random,median,0.02063125,19.624624999999998,6381.425,0.82525,0.18152027933145048,40.09F_independent,mixed_random,median,0.226941825,84.739975,71977.175,9.077673,0.1790658698103976,40.010G_debate_r1,mixed_random,median,0.8772890499999999,252.17132500000002,294497.45,35.091561999999996,0.17795994858564676,40.011G_debate_r2,mixed_random,median,1.5011856,402.28795,514935.75,60.047424,0.1756280898133557,40.012G_debate_r4,mixed_random,median,2.27124095,575.30435,776035.55,45.424819,0.162923796912827,20.013G_fullview,mixed_random,median,1.595248275,411.53305,545942.85,63.809931000000006,0.17455906988101186,40.014H_debate_skeptic,mixed_random,median,1.3739639499999998,383.2318,464505.8,54.958558,0.17507604886472028,40.015I_placebo,mixed_random,median,1.3518994,317.830125,476453.75,54.075976,0.18364834891764875,40.016J_cost_matched,mixed_random,median,0.252280725,107.91307500000002,89421.5,10.091229,0.1786301928342328,40.017