Datasets:

bigcode
/

bigcodebench-elo

model stringlengths 5 31	lower float64 488 1.21k	rating float64 493 1.22k	upper float64 498 1.22k	error_y float64 2.45 5.25	error_y_minus float64 2.59 5.54	rating_rounded float64 493 1.22k
DeepSeek-V3-Chat	1,213.298082	1,216.887403	1,220.270781	3.383378	3.58932	1,216.89
GPT-4o-2024-05-13	1,213.848411	1,216.716448	1,220.221446	3.504998	2.868037	1,216.72
DeepSeek-V2-Chat (2024-06-28)	1,183.221662	1,186.311971	1,190.069306	3.757334	3.09031	1,186.31
DeepSeek-Coder-V2-Instruct	1,181.214287	1,184.204523	1,187.320491	3.115968	2.990236	1,184.2
Gemini-Exp-1114	1,170.720512	1,173.735657	1,176.505965	2.770307	3.015145	1,173.74
Gemini-Exp-1206	1,169.421392	1,172.420496	1,175.7503	3.329804	2.999104	1,172.42
Qwen2.5-Coder-32B-Instruct	1,166.136096	1,168.911337	1,172.216914	3.305577	2.775242	1,168.91
GPT-4-Turbo-2024-04-09	1,159.723844	1,162.953111	1,166.074594	3.121483	3.229266	1,162.95
GPT-4o-2024-11-20	1,153.451093	1,156.352274	1,159.511081	3.158806	2.901181	1,156.35
Claude-3.5-Sonnet-20240620	1,143.305029	1,146.476775	1,149.093336	2.616561	3.171746	1,146.48
GPT-4-0613	1,139.993935	1,143.071212	1,146.227311	3.156099	3.077276	1,143.07
Codestral-2501	1,140.022135	1,142.93199	1,145.815672	2.883682	2.909855	1,142.93
Claude-3.5-Haiku-20241022	1,140.120726	1,142.847348	1,145.931468	3.08412	2.726621	1,142.85
Gemini-2.0-Flash-Exp	1,139.653684	1,142.472762	1,145.492663	3.019902	2.819078	1,142.47
Llama-3.3-70B-Instruct	1,139.177481	1,142.135831	1,145.416408	3.280577	2.958349	1,142.14
GPT-4o-mini-2024-07-18	1,138.529368	1,141.19823	1,144.210337	3.012107	2.668862	1,141.2
Athene-V2-Chat	1,137.85534	1,140.810617	1,143.934306	3.123689	2.955278	1,140.81
Claude-3-Opus-20240229	1,129.835777	1,132.724245	1,135.387275	2.66303	2.888468	1,132.72
Athene-V2-Agent	1,125.426417	1,128.424755	1,131.442251	3.017496	2.998338	1,128.42
Hermes-2-Theta-Llama-3-70B	1,124.241476	1,127.492967	1,130.286404	2.793437	3.251491	1,127.49
Qwen2.5-72B-Instruct	1,122.751725	1,125.65755	1,128.677304	3.019754	2.905825	1,125.66
Gemini-Exp-1121	1,120.218799	1,123.329272	1,125.977082	2.64781	3.110473	1,123.33
Gemini-1.5-Pro-API-0514	1,119.817605	1,123.079173	1,126.155655	3.076482	3.261568	1,123.08
DeepSeek-V2.5-1210	1,120.011205	1,123.050683	1,126.447154	3.396471	3.039479	1,123.05
Llama-3.1-70B-Instruct	1,119.313657	1,122.562744	1,125.910568	3.347824	3.249087	1,122.56
Phi-4	1,116.867232	1,119.776798	1,122.569753	2.792956	2.909566	1,119.78
Claude-3.5-Sonnet-20241022	1,109.771456	1,112.657668	1,115.512354	2.854686	2.886212	1,112.66
Gemini-1.5-Flash-API-0514	1,102.468516	1,105.377768	1,108.398267	3.020499	2.909252	1,105.38
Llama-3-70B-Instruct	1,096.582026	1,099.566237	1,102.697439	3.131202	2.984211	1,099.57
Llama-3-70B-Synthia-v3.5	1,093.443962	1,096.572119	1,099.298463	2.726344	3.128157	1,096.57
Qwen2.5-32B-Instruct	1,086.710098	1,089.597775	1,092.520709	2.922934	2.887676	1,089.6
Claude-3-Sonnet-20240229	1,082.812603	1,085.447331	1,088.714254	3.266923	2.634728	1,085.45
Gemma-2-27B-Instruct	1,079.739447	1,083.152097	1,086.425958	3.273861	3.41265	1,083.15
ReflectionCoder-DS-33B	1,079.043715	1,081.918291	1,084.999051	3.08076	2.874577	1,081.92
WhiteRabbitNeo-33B-v1.5	1,072.138378	1,075.441624	1,078.422101	2.980477	3.303246	1,075.44
Codestral-22B-v0.1	1,071.169882	1,074.090693	1,077.215857	3.125164	2.920811	1,074.09
OpenCoder-8B-Instruct	1,069.551176	1,072.50335	1,075.343789	2.840439	2.952173	1,072.5
AutoCoder	1,064.740693	1,067.587462	1,070.783312	3.195849	2.84677	1,067.59
DeepSeek-Coder-33B-Instruct	1,062.352648	1,065.138938	1,068.107644	2.968706	2.78629	1,065.14
Qwen2-72B-Chat	1,054.316279	1,057.024383	1,060.092816	3.068433	2.708104	1,057.02
Qwen2.5-14B-Instruct	1,048.736702	1,051.934737	1,055.217143	3.282405	3.198036	1,051.93
Hermes-2-Pro-Llama-3-70B	1,045.408052	1,048.491901	1,051.137366	2.645465	3.083849	1,048.49
Mixtral-8x22B-Instruct	1,044.578779	1,047.621859	1,050.638637	3.016778	3.04308	1,047.62
CodeLlama-70B-Instruct	1,043.31861	1,046.062888	1,049.149026	3.086139	2.744278	1,046.06
GPT-3.5-Turbo-0125	1,035.537708	1,038.605184	1,041.650359	3.045174	3.067477	1,038.61
CodeGeex4-All-9B	1,033.379199	1,036.325983	1,039.176851	2.850868	2.946784	1,036.33
DeepSeek-V2-Chat	1,033.184408	1,036.214959	1,038.905606	2.690646	3.030551	1,036.21
Qwen2.5-Coder-7B-Instruct	1,032.539377	1,035.401755	1,038.255868	2.854113	2.862378	1,035.4
Claude-3-Haiku-20240307	1,032.480477	1,035.378872	1,038.096841	2.717969	2.898395	1,035.38
Yi-Coder-9B-Chat	1,015.422323	1,018.378462	1,021.016184	2.637722	2.956139	1,018.38
Phi-3-Medium-128K-Instruct	1,013.69528	1,016.547463	1,019.568303	3.02084	2.852183	1,016.55
Phind-CodeLlama-34B-v2	1,008.122601	1,011.201742	1,013.771116	2.569374	3.079141	1,011.2
Llama-3.1-Nemotron-70B-Instruct	1,007.166397	1,010.151497	1,012.67024	2.518743	2.9851	1,010.15
Artigenz-Coder-DS-6.7B	1,004.88331	1,007.736548	1,010.649323	2.912775	2.853238	1,007.74
ReflectionCoder-DS-6.7B	1,001.202529	1,004.388161	1,007.242475	2.854314	3.185632	1,004.39
ReflectionCoder-CL-34B	1,000.153035	1,002.872194	1,006.039506	3.167313	2.719159	1,002.87
Nxcode-CQ-7B-Orpo	998.931598	1,001.645346	1,004.410185	2.764839	2.713748	1,001.65
Yi-Large	997.528592	1,000.12116	1,002.686464	2.565304	2.592568	1,000.12
DeepSeek-Coder-V2-Lite-Instruct	996.536791	999.216079	1,002.486371	3.270293	2.679287	999.22
Magicoder-S-DS-6.7B	995.838548	998.992966	1,002.171178	3.178212	3.154418	998.99
CodeQwen1.5-7B-Chat	994.146612	996.793925	999.883657	3.089732	2.647313	996.79
Athene-70B	992.799743	995.713048	998.770174	3.057126	2.913305	995.71
Qwen2.5-7B-Instruct	990.913144	993.707191	996.475247	2.768056	2.794047	993.71
StarCoder2-15B-Instruct-v0.1	988.729535	991.50379	994.542986	3.039197	2.774255	991.5
Qwen2-57B-A14B	987.541146	990.449986	993.474352	3.024366	2.908841	990.45
Tess-v2.5.2-Qwen2-72B	987.256892	990.173358	992.912571	2.739213	2.916466	990.17
Phi-3.1-Mini-128K-Instruct	987.351007	990.114897	992.678619	2.563721	2.76389	990.11
AutoCoder-S-6.7B	986.511663	989.637063	992.460218	2.823155	3.1254	989.64
C4AI-Command-R-08-2024	983.644805	986.3806	989.512713	3.132113	2.735796	986.38
Mistral-Small-Instruct-2409	983.456581	986.246175	989.053119	2.806944	2.789594	986.25
OpenCodeInterpreter-DS-6.7B	980.912566	983.729393	986.572446	2.843053	2.816826	983.73
Granite-Code-34B-Instruct	972.64682	975.29746	978.396144	3.098684	2.65064	975.3
Codestral-Mamba	971.766524	974.612879	977.537455	2.924576	2.846355	974.61
DeepSeek-Coder-6.7B-Instruct	963.810934	966.996599	969.736816	2.740217	3.185665	967
Qwen1.5-110B-Chat	960.400341	963.313381	966.048353	2.734972	2.91304	963.31
Yi-1.5-34B-Chat	950.075851	953.017233	955.918008	2.900776	2.941382	953.02
WaveCoder-Ultra-6.7B	949.961074	952.813846	955.811948	2.998102	2.852772	952.81
Yi-1.5-9B-Chat	948.511562	951.368342	954.021441	2.653099	2.856781	951.37
Granite-Code-20B-Instruct	944.32407	947.396367	949.842268	2.445902	3.072297	947.4
Command R+	936.687582	939.749656	942.306298	2.556643	3.062074	939.75
Gemma-2-9B-Instruct	934.146514	937.130534	940.080571	2.950037	2.98402	937.13
Qwen1.5-32B-Chat	927.250702	930.122754	933.251478	3.128725	2.872052	930.12
OpenCoder-1.5B-Instruct	926.427945	929.299347	932.425458	3.126111	2.871402	929.3
AutoCoder-QW-7B	925.930302	928.721825	931.260852	2.539027	2.791523	928.72
Mistral-Small-2402	924.084557	926.676113	929.72439	3.048277	2.591555	926.68
Qwen1.5-72B-Chat	922.591751	925.253465	928.265147	3.011682	2.661714	925.25
Llama-3.1-8B-Instruct	920.825615	923.602018	926.242243	2.640225	2.776403	923.6
CodeGemma-7B-Instruct	914.72205	917.730127	920.603174	2.873047	3.008077	917.73
Qwen2-7B-Instruct	906.45985	909.323001	911.875658	2.552657	2.86315	909.32
Phi-3.5-Mini-Instruct	902.919999	905.974784	908.983655	3.008871	3.054786	905.97
Phi-3-Small-128K-Instruct	898.112824	901.367302	904.262261	2.894959	3.254479	901.37
Phi-3-Mini-128K-Instruct	898.618936	901.29949	903.97032	2.67083	2.680554	901.3
Llama-3-8B-Instruct	892.554636	895.620042	898.508874	2.888832	3.065406	895.62
Mistral-Large-2402	889.729017	892.731581	895.585374	2.853793	3.002564	892.73
ReflectionCoder-CL-7B	888.093087	890.922508	893.76295	2.840442	2.829421	890.92
OpenChat-3.6-8B-20240522	865.16096	868.181233	871.350582	3.169349	3.020272	868.18
CodeLlama-34B-Instruct	864.617312	867.652992	870.554993	2.902001	3.03568	867.65
Granite-3.0-8B-Instruct	860.043812	863.120221	866.291377	3.171157	3.076409	863.12
CodeLlama-13B-Instruct	836.504916	839.394311	842.337371	2.94306	2.889395	839.39
InternLM2.5-7B-Chat	823.152029	826.537817	829.42656	2.888744	3.385788	826.54