{"api_version":"v1","generated_at":"2026-10-07T17:52:57Z","data_retrieved_at":"2026-10-07","harnesses":["artificial-analysis"],"counts":{"models":85,"benchmarks":24,"measured":396,"estimated":207,"mappings":34,"confidence":{"high":58,"medium":82,"low":67}},"mappings":[{"id":1,"from":"analyst-agent/1.0","to":"automationbench/1.0","method":"mm_offset_inv","method_name":"inverse Michaelis–Menten","equation":"y = 1.83492·(x − 0.0000) / (0.0000 + 2.0000 − x)","n_models":11,"r2":0.825462,"rmse_pp":10.26,"loo_rmse_pp":11.19,"train_range":[0.063,0.575],"n_estimates":5,"url":"https://benchgap.net/api/v1/mappings/1.json","page":"https://benchgap.net/calibration/1"},{"id":2,"from":"analyst-agent/1.0","to":"enterprise-ops-gym/1.0","method":"linear","method_name":"linear","equation":"y = 0.5012·x + 0.2659","n_models":7,"r2":0.968836,"rmse_pp":1.39,"loo_rmse_pp":1.79,"train_range":[0.063,0.488],"n_estimates":9,"url":"https://benchgap.net/api/v1/mappings/2.json","page":"https://benchgap.net/calibration/2"},{"id":3,"from":"analyst-agent/1.0","to":"harvey-lab/1.0","method":"mm","method_name":"Michaelis–Menten","equation":"y = 0.9512·x / (0.00935 + x)","n_models":10,"r2":0.902983,"rmse_pp":1.15,"loo_rmse_pp":1.8,"train_range":[0.063,0.575],"n_estimates":2,"url":"https://benchgap.net/api/v1/mappings/3.json","page":"https://benchgap.net/calibration/3"},{"id":4,"from":"analyst-agent/1.0","to":"tau-bank/3-banking","method":"mm","method_name":"Michaelis–Menten","equation":"y = 0.7615·x / (0.33176 + x)","n_models":7,"r2":0.9386,"rmse_pp":3.41,"loo_rmse_pp":4.54,"train_range":[0.063,0.575],"n_estimates":5,"url":"https://benchgap.net/api/v1/mappings/4.json","page":"https://benchgap.net/calibration/4"},{"id":5,"from":"automationbench/1.0","to":"analyst-agent/1.0","method":"hill","method_name":"Hill","equation":"y = 0.1324 + (0.6233 − 0.1324)·x^6.00 / (0.51875^6.00 + x^6.00)","n_models":11,"r2":0.897623,"rmse_pp":5.66,"loo_rmse_pp":7.84,"train_range":[0.03,0.718],"n_estimates":14,"url":"https://benchgap.net/api/v1/mappings/5.json","page":"https://benchgap.net/calibration/5"},{"id":6,"from":"automationbench/1.0","to":"enterprise-ops-gym/1.0","method":"mm","method_name":"Michaelis–Menten","equation":"y = 0.4321·x / (0.01355 + x)","n_models":11,"r2":0.37367,"rmse_pp":5.33,"loo_rmse_pp":6.19,"train_range":[0.03,0.667],"n_estimates":11,"url":"https://benchgap.net/api/v1/mappings/6.json","page":"https://benchgap.net/calibration/6"},{"id":7,"from":"automationbench/1.0","to":"harvey-lab/1.0","method":"linear","method_name":"linear","equation":"y = 0.1546·x + 0.8358","n_models":8,"r2":0.766336,"rmse_pp":1.93,"loo_rmse_pp":3.19,"train_range":[0.03,0.718],"n_estimates":8,"url":"https://benchgap.net/api/v1/mappings/7.json","page":"https://benchgap.net/calibration/7"},{"id":8,"from":"automationbench/1.0","to":"tau-bank/3-banking","method":"logistic","method_name":"offset logistic","equation":"y = 0.2052 + (0.4740 − 0.2052) / (1 + exp(−153.25·(x − 0.3718)))","n_models":15,"r2":0.903516,"rmse_pp":3.86,"loo_rmse_pp":5.03,"train_range":[0.03,0.685],"n_estimates":8,"url":"https://benchgap.net/api/v1/mappings/8.json","page":"https://benchgap.net/calibration/8"},{"id":9,"from":"critpt/1.0","to":"gpqa/diamond","method":"mm","method_name":"Michaelis–Menten","equation":"y = 0.9508·x / (0.00309 + x)","n_models":16,"r2":0.709669,"rmse_pp":1.93,"loo_rmse_pp":2.26,"train_range":[0.026,0.323],"n_estimates":1,"url":"https://benchgap.net/api/v1/mappings/9.json","page":"https://benchgap.net/calibration/9"},{"id":10,"from":"critpt/1.0","to":"hle/1.0","method":"linear","method_name":"linear","equation":"y = 0.9277·x + 0.2667","n_models":27,"r2":0.868193,"rmse_pp":3.69,"loo_rmse_pp":4.07,"train_range":[0.026,0.317],"n_estimates":1,"url":"https://benchgap.net/api/v1/mappings/10.json","page":"https://benchgap.net/calibration/10"},{"id":11,"from":"enterprise-ops-gym/1.0","to":"analyst-agent/1.0","method":"mm_offset_inv","method_name":"inverse Michaelis–Menten","equation":"y = 3.31848·(x − 0.2538) / (0.2538 + 2.0000 − x)","n_models":7,"r2":0.968335,"rmse_pp":2.76,"loo_rmse_pp":3.55,"train_range":[0.289,0.511],"n_estimates":8,"url":"https://benchgap.net/api/v1/mappings/11.json","page":"https://benchgap.net/calibration/11"},{"id":12,"from":"enterprise-ops-gym/1.0","to":"harvey-lab/1.0","method":"hill","method_name":"Hill","equation":"y = 0.0000 + (0.9460 − 0.0000)·x^6.00 / (0.21081^6.00 + x^6.00)","n_models":6,"r2":0.980618,"rmse_pp":0.64,"loo_rmse_pp":1.18,"train_range":[0.289,0.511],"n_estimates":9,"url":"https://benchgap.net/api/v1/mappings/12.json","page":"https://benchgap.net/calibration/12"},{"id":13,"from":"enterprise-ops-gym/1.0","to":"tau-bank/3-banking","method":"hill","method_name":"Hill","equation":"y = 0.0000 + (0.5396 − 0.0000)·x^6.00 / (0.32414^6.00 + x^6.00)","n_models":10,"r2":0.57666,"rmse_pp":9.25,"loo_rmse_pp":11.4,"train_range":[0.289,0.483],"n_estimates":3,"url":"https://benchgap.net/api/v1/mappings/13.json","page":"https://benchgap.net/calibration/13"},{"id":14,"from":"gdp-pdf/1.0","to":"mmmu-pro/1.0","method":"hill","method_name":"Hill","equation":"y = 0.7508 + (0.8784 − 0.7508)·x^6.00 / (0.21601^6.00 + x^6.00)","n_models":17,"r2":0.80069,"rmse_pp":2.17,"loo_rmse_pp":2.6,"train_range":[0.098,0.322],"n_estimates":13,"url":"https://benchgap.net/api/v1/mappings/14.json","page":"https://benchgap.net/calibration/14"},{"id":15,"from":"gpqa/diamond","to":"critpt/1.0","method":"mm_offset_inv","method_name":"inverse Michaelis–Menten","equation":"y = 0.70348·(x − 0.8531) / (0.8531 + 0.3561 − x)","n_models":16,"r2":0.70964,"rmse_pp":5.92,"loo_rmse_pp":6.8,"train_range":[0.835,0.963],"n_estimates":3,"url":"https://benchgap.net/api/v1/mappings/15.json","page":"https://benchgap.net/calibration/15"},{"id":16,"from":"gpqa/diamond","to":"hle/1.0","method":"linear","method_name":"linear","equation":"y = 2.5860·x + -1.9499","n_models":14,"r2":0.833935,"rmse_pp":4.07,"loo_rmse_pp":4.58,"train_range":[0.835,0.961],"n_estimates":3,"url":"https://benchgap.net/api/v1/mappings/16.json","page":"https://benchgap.net/calibration/16"},{"id":17,"from":"harvey-lab/1.0","to":"analyst-agent/1.0","method":"mm_offset_inv","method_name":"inverse Michaelis–Menten","equation":"y = 6.97793·(x − 0.8061) / (0.8061 + 2.0000 − x)","n_models":10,"r2":0.601979,"rmse_pp":11.33,"loo_rmse_pp":13.87,"train_range":[0.817,0.946],"n_estimates":2,"url":"https://benchgap.net/api/v1/mappings/17.json","page":"https://benchgap.net/calibration/17"},{"id":18,"from":"harvey-lab/1.0","to":"automationbench/1.0","method":"linear","method_name":"linear","equation":"y = 4.9568·x + -4.0288","n_models":8,"r2":0.766336,"rmse_pp":10.91,"loo_rmse_pp":13.03,"train_range":[0.817,0.946],"n_estimates":2,"url":"https://benchgap.net/api/v1/mappings/18.json","page":"https://benchgap.net/calibration/18"},{"id":19,"from":"harvey-lab/1.0","to":"enterprise-ops-gym/1.0","method":"hill","method_name":"Hill","equation":"y = 0.0184 + (1.2000 − 0.0184)·x^6.00 / (1.01659^6.00 + x^6.00)","n_models":6,"r2":0.845822,"rmse_pp":3.29,"loo_rmse_pp":4.4,"train_range":[0.817,0.946],"n_estimates":3,"url":"https://benchgap.net/api/v1/mappings/19.json","page":"https://benchgap.net/calibration/19"},{"id":20,"from":"harvey-lab/1.0","to":"tau-bank/3-banking","method":"hill","method_name":"Hill","equation":"y = 0.0000 + (1.2000 − 0.0000)·x^6.00 / (1.04429^6.00 + x^6.00)","n_models":6,"r2":0.659932,"rmse_pp":8.89,"loo_rmse_pp":10.41,"train_range":[0.817,0.955],"n_estimates":2,"url":"https://benchgap.net/api/v1/mappings/20.json","page":"https://benchgap.net/calibration/20"},{"id":21,"from":"hle/1.0","to":"critpt/1.0","method":"hill","method_name":"Hill","equation":"y = 0.0041 + (0.3628 − 0.0041)·x^6.00 / (0.42882^6.00 + x^6.00)","n_models":27,"r2":0.901932,"rmse_pp":3.2,"loo_rmse_pp":3.48,"train_range":[0.22,0.614],"n_estimates":3,"url":"https://benchgap.net/api/v1/mappings/21.json","page":"https://benchgap.net/calibration/21"},{"id":22,"from":"hle/1.0","to":"gpqa/diamond","method":"mm","method_name":"Michaelis–Menten","equation":"y = 1.0536·x / (0.05994 + x)","n_models":14,"r2":0.90278,"rmse_pp":1.1,"loo_rmse_pp":1.31,"train_range":[0.22,0.591],"n_estimates":16,"url":"https://benchgap.net/api/v1/mappings/22.json","page":"https://benchgap.net/calibration/22"},{"id":23,"from":"itbench/sre","to":"harvey-lab/1.0","method":"hill","method_name":"Hill","equation":"y = 0.0000 + (0.9416 − 0.0000)·x^6.00 / (0.20417^6.00 + x^6.00)","n_models":5,"r2":0.438726,"rmse_pp":0.83,"loo_rmse_pp":1.62,"train_range":[0.382,0.556],"n_estimates":11,"url":"https://benchgap.net/api/v1/mappings/23.json","page":"https://benchgap.net/calibration/23"},{"id":24,"from":"itbench/sre","to":"tau-bank/3-banking","method":"linear","method_name":"linear","equation":"y = -0.2683·x + 0.5929","n_models":8,"r2":0.341545,"rmse_pp":2.23,"loo_rmse_pp":2.62,"train_range":[0.332,0.525],"n_estimates":10,"url":"https://benchgap.net/api/v1/mappings/24.json","page":"https://benchgap.net/calibration/24"},{"id":25,"from":"mmmu-pro/1.0","to":"gdp-pdf/1.0","method":"hill","method_name":"Hill","equation":"y = 0.0000 + (1.2000 − 0.0000)·x^6.00 / (1.05153^6.00 + x^6.00)","n_models":17,"r2":0.744847,"rmse_pp":3.72,"loo_rmse_pp":4.02,"train_range":[0.73,0.88],"n_estimates":3,"url":"https://benchgap.net/api/v1/mappings/25.json","page":"https://benchgap.net/calibration/25"},{"id":26,"from":"tau-bank/3-banking","to":"analyst-agent/1.0","method":"linear","method_name":"linear","equation":"y = 1.2775·x + -0.1076","n_models":7,"r2":0.889937,"rmse_pp":6.19,"loo_rmse_pp":8.11,"train_range":[0.142,0.478],"n_estimates":4,"url":"https://benchgap.net/api/v1/mappings/26.json","page":"https://benchgap.net/calibration/26"},{"id":27,"from":"tau-bank/3-banking","to":"automationbench/1.0","method":"hill","method_name":"Hill","equation":"y = 0.0632 + (0.6904 − 0.0632)·x^6.00 / (0.35530^6.00 + x^6.00)","n_models":15,"r2":0.871783,"rmse_pp":8.22,"loo_rmse_pp":10.6,"train_range":[0.142,0.507],"n_estimates":4,"url":"https://benchgap.net/api/v1/mappings/27.json","page":"https://benchgap.net/calibration/27"},{"id":28,"from":"tau-bank/3-banking","to":"enterprise-ops-gym/1.0","method":"mm","method_name":"Michaelis–Menten","equation":"y = 0.5171·x / (0.10531 + x)","n_models":10,"r2":0.547304,"rmse_pp":4.45,"loo_rmse_pp":5.31,"train_range":[0.142,0.507],"n_estimates":6,"url":"https://benchgap.net/api/v1/mappings/28.json","page":"https://benchgap.net/calibration/28"},{"id":29,"from":"tau-bank/3-banking","to":"harvey-lab/1.0","method":"logistic","method_name":"offset logistic","equation":"y = 0.0089 + (0.9418 − 0.0089) / (1 + exp(−77.26·(x − 0.1178)))","n_models":6,"r2":0.973398,"rmse_pp":0.78,"loo_rmse_pp":2.09,"train_range":[0.142,0.478],"n_estimates":4,"url":"https://benchgap.net/api/v1/mappings/29.json","page":"https://benchgap.net/calibration/29"},{"id":30,"from":"terminal-bench/2.1","to":"terminal-bench/4.0","method":"mm_offset_inv","method_name":"inverse Michaelis–Menten","equation":"y = 6.64673·(x − 0.7648) / (0.7648 + 2.0000 − x)","n_models":15,"r2":0.799235,"rmse_pp":9.54,"loo_rmse_pp":11.55,"train_range":[0.517,0.914],"n_estimates":4,"url":"https://benchgap.net/api/v1/mappings/30.json","page":"https://benchgap.net/calibration/30"},{"id":31,"from":"terminal-bench/4.0","to":"terminal-bench/2.1","method":"mm_offset","method_name":"Michaelis–Menten + offset","equation":"y = 0.3902 + 0.5038·x / (0.01405 + x)","n_models":15,"r2":0.949513,"rmse_pp":3.08,"loo_rmse_pp":3.96,"train_range":[0.005,0.591],"n_estimates":15,"url":"https://benchgap.net/api/v1/mappings/31.json","page":"https://benchgap.net/calibration/31"},{"id":32,"from":"terminal-bench/4.0","to":"terminal-bench-science/0.1","method":"hill","method_name":"Hill","equation":"y = 0.0260 + (0.8189 − 0.0260)·x^6.00 / (0.51869^6.00 + x^6.00)","n_models":21,"r2":0.953193,"rmse_pp":5.18,"loo_rmse_pp":6.51,"train_range":[0.01,0.636],"n_estimates":9,"url":"https://benchgap.net/api/v1/mappings/32.json","page":"https://benchgap.net/calibration/32"},{"id":33,"from":"terminal-bench-science/0.1","to":"terminal-bench/2.1","method":"hill","method_name":"Hill","equation":"y = 0.5510 + (0.9215 − 0.5510)·x^0.60 / (0.00613^0.60 + x^0.60)","n_models":10,"r2":0.894215,"rmse_pp":3.59,"loo_rmse_pp":7.03,"train_range":[0,0.633],"n_estimates":2,"url":"https://benchgap.net/api/v1/mappings/33.json","page":"https://benchgap.net/calibration/33"},{"id":34,"from":"terminal-bench-science/0.1","to":"terminal-bench/4.0","method":"hill","method_name":"Hill","equation":"y = 0.0010 + (1.2000 − 0.0010)·x^0.52 / (0.65971^0.52 + x^0.52)","n_models":21,"r2":0.861294,"rmse_pp":7.37,"loo_rmse_pp":8.23,"train_range":[0,0.633],"n_estimates":2,"url":"https://benchgap.net/api/v1/mappings/34.json","page":"https://benchgap.net/calibration/34"}]}