Datasets:

bigcode
/

bigcodebench-elo

model stringlengths 8 31	lower float64 498 1.23k	rating float64 503 1.23k	upper float64 508 1.23k	error_y float64 2.55 5.62	error_y_minus float64 2.59 5.48	rating_rounded float64 503 1.23k
GPT-4o-2024-05-13	1,227.382086	1,230.72346	1,234.076824	3.353365	3.341374	1,230.72
DeepSeek-V2-Chat (2024-06-28)	1,198.041626	1,201.358936	1,204.849141	3.490205	3.317309	1,201.36
DeepSeek-Coder-V2-Instruct	1,195.291213	1,199.051529	1,202.513382	3.461853	3.760317	1,199.05
Gemini-Exp-1114	1,183.896985	1,187.258984	1,190.44579	3.186806	3.362	1,187.26
Qwen2.5-Coder-32B-Instruct	1,179.747069	1,183.168604	1,186.810446	3.641841	3.421535	1,183.17
GPT-4-Turbo-2024-04-09	1,174.384247	1,177.351863	1,180.548392	3.196529	2.967616	1,177.35
Claude-3.5-Sonnet-20240620	1,156.830015	1,160.336217	1,163.470027	3.13381	3.506202	1,160.34
GPT-4-0613	1,155.635097	1,158.381426	1,161.574999	3.193573	2.746329	1,158.38
Claude-3.5-Haiku-20241022	1,153.760314	1,156.85124	1,160.194345	3.343105	3.090926	1,156.85
GPT-4o-mini-2024-07-18	1,153.055106	1,156.279338	1,160.076345	3.797007	3.224232	1,156.28
Athene-V2-Chat	1,151.732593	1,155.292625	1,158.364633	3.072008	3.560032	1,155.29
Claude-3-Opus-20240229	1,144.109796	1,147.381158	1,150.660886	3.279728	3.271362	1,147.38
Athene-V2-Agent	1,139.76046	1,143.254333	1,146.073253	2.81892	3.493874	1,143.25
Hermes-2-Theta-Llama-3-70B	1,139.453312	1,142.879149	1,146.246946	3.367797	3.425837	1,142.88
Qwen2.5-72B-Instruct	1,137.477249	1,140.960763	1,143.872648	2.911885	3.483513	1,140.96
Gemini-1.5-Pro-API-0514	1,134.820172	1,138.08882	1,141.49766	3.40884	3.268648	1,138.09
Claude-3.5-Sonnet-20241022	1,123.219524	1,126.188225	1,128.835384	2.647159	2.968701	1,126.19
Gemini-1.5-Flash-API-0514	1,117.530745	1,120.494794	1,124.407106	3.912312	2.964049	1,120.49
Llama-3-70B-Instruct	1,111.375897	1,114.423602	1,117.542154	3.118553	3.047705	1,114.42
Llama-3-70B-Synthia-v3.5	1,108.881918	1,111.921347	1,114.929318	3.007972	3.039429	1,111.92
Qwen2.5-32B-Instruct	1,101.269414	1,104.615276	1,107.832019	3.216743	3.345862	1,104.62
Claude-3-Sonnet-20240229	1,097.06771	1,100.153717	1,103.231186	3.077469	3.086007	1,100.15
Gemma-2-27B-Instruct	1,095.747136	1,098.705108	1,101.867514	3.162407	2.957972	1,098.71
ReflectionCoder-DS-33B	1,094.670705	1,097.439822	1,101.175191	3.735369	2.769117	1,097.44
WhiteRabbitNeo-33B-v1.5	1,088.182531	1,091.286604	1,094.195455	2.908851	3.104073	1,091.29
Codestral-22B-v0.1	1,086.306967	1,089.558036	1,092.889153	3.331116	3.251069	1,089.56
OpenCoder-8B-Instruct	1,084.401957	1,087.691762	1,090.652261	2.960499	3.289805	1,087.69
AutoCoder	1,079.458006	1,082.468647	1,085.706001	3.237354	3.010641	1,082.47
DeepSeek-Coder-33B-Instruct	1,076.565677	1,079.569776	1,083.014568	3.444792	3.004099	1,079.57
Qwen2-72B-Chat	1,069.170209	1,071.991297	1,075.083169	3.091871	2.821089	1,071.99
Qwen2.5-14B-Instruct	1,064.183187	1,067.076993	1,070.065862	2.988869	2.893806	1,067.08
Hermes-2-Pro-Llama-3-70B	1,059.610656	1,063.070353	1,065.857967	2.787614	3.459697	1,063.07
Mixtral-8x22B-Instruct	1,059.317106	1,062.069089	1,064.958898	2.889809	2.751983	1,062.07
CodeLlama-70B-Instruct	1,056.772517	1,060.189163	1,063.143901	2.954739	3.416646	1,060.19
GPT-3.5-Turbo-0125	1,050.753934	1,053.616077	1,056.544152	2.928075	2.862143	1,053.62
CodeGeex4-All-9B	1,048.396135	1,051.412758	1,054.30803	2.895272	3.016623	1,051.41
DeepSeek-V2-Chat	1,048.048941	1,051.176793	1,053.985493	2.8087	3.127852	1,051.18
Qwen2.5-Coder-7B-Instruct	1,047.7687	1,050.684036	1,053.652058	2.968022	2.915336	1,050.68
Claude-3-Haiku-20240307	1,047.052484	1,049.96343	1,053.366581	3.40315	2.910946	1,049.96
Yi-Coder-9B-Chat	1,029.637188	1,032.743542	1,035.624088	2.880546	3.106354	1,032.74
Phi-3-Medium-128K-Instruct	1,028.722387	1,031.662701	1,034.813837	3.151136	2.940313	1,031.66
Phind-CodeLlama-34B-v2	1,022.437567	1,025.435413	1,028.315056	2.879643	2.997847	1,025.44
Llama-3.1-Nemotron-70B-Instruct	1,022.42486	1,025.408043	1,028.322325	2.914282	2.983183	1,025.41
Artigenz-Coder-DS-6.7B	1,018.600948	1,022.002881	1,025.337251	3.33437	3.401933	1,022
ReflectionCoder-DS-6.7B	1,015.642303	1,018.759394	1,021.954321	3.194927	3.117091	1,018.76
ReflectionCoder-CL-34B	1,014.032877	1,017.012194	1,020.011512	2.999317	2.979317	1,017.01
Nxcode-CQ-7B-Orpo	1,013.214515	1,015.799603	1,018.726994	2.927392	2.585088	1,015.8
Yi-Large	1,012.001802	1,014.890602	1,017.664677	2.774075	2.888801	1,014.89
DeepSeek-Coder-V2-Lite-Instruct	1,011.302817	1,014.492723	1,017.462798	2.970075	3.189905	1,014.49
Magicoder-S-DS-6.7B	1,010.346232	1,013.435299	1,016.299694	2.864394	3.089067	1,013.44
CodeQwen1.5-7B-Chat	1,007.749486	1,010.798295	1,013.693701	2.895407	3.048808	1,010.8
Athene-70B	1,006.972565	1,010.045424	1,013.025943	2.98052	3.072859	1,010.05
Qwen2.5-7B-Instruct	1,005.778126	1,008.562068	1,011.537662	2.975594	2.783942	1,008.56
Tess-v2.5.2-Qwen2-72B	1,001.996924	1,004.990122	1,007.811685	2.821563	2.993198	1,004.99
StarCoder2-15B-Instruct-v0.1	1,001.713973	1,004.898887	1,007.806535	2.907648	3.184915	1,004.9
Qwen2-57B-A14B	1,001.443783	1,004.785938	1,007.743184	2.957246	3.342155	1,004.79
Phi-3.1-Mini-128K-Instruct	1,001.865802	1,004.701887	1,007.649301	2.947415	2.836084	1,004.7
AutoCoder-S-6.7B	1,000.665658	1,003.655188	1,006.757094	3.101906	2.989529	1,003.66
Mistral-Small-Instruct-2409	998.124734	1,001.271848	1,004.49232	3.220472	3.147115	1,001.27
C4AI-Command-R-08-2024	997.408514	1,000.555336	1,003.109886	2.55455	3.146821	1,000.56
OpenCodeInterpreter-DS-6.7B	994.48525	997.453907	1,000.340224	2.886317	2.968657	997.45
Granite-Code-34B-Instruct	986.194224	989.114502	992.199076	3.084575	2.920278	989.11
Codestral-Mamba	985.189754	988.390909	991.192025	2.801115	3.201156	988.39
DeepSeek-Coder-6.7B-Instruct	977.483886	980.216976	983.4521	3.235124	2.73309	980.22
Qwen1.5-110B-Chat	974.313486	977.237017	980.531815	3.294798	2.923531	977.24
Yi-1.5-34B-Chat	963.822509	966.632577	969.626966	2.994389	2.810068	966.63
WaveCoder-Ultra-6.7B	963.373733	966.419804	969.316613	2.896808	3.046072	966.42
Yi-1.5-9B-Chat	961.474568	964.507385	967.377963	2.870578	3.032818	964.51
Granite-Code-20B-Instruct	957.253593	960.039189	963.2528	3.213611	2.785596	960.04
Command R+	950.598184	953.601052	956.352181	2.751128	3.002868	953.6
Gemma-2-9B-Instruct	948.328382	951.137793	954.055434	2.91764	2.809411	951.14
Qwen1.5-32B-Chat	941.051999	943.906957	946.654999	2.748042	2.854958	943.91
OpenCoder-1.5B-Instruct	939.285769	942.592845	945.61147	3.018625	3.307076	942.59
AutoCoder-QW-7B	938.78965	941.981417	944.999682	3.018265	3.191767	941.98
Mistral-Small-2402	937.264036	940.039374	942.899068	2.859694	2.775338	940.04
Qwen1.5-72B-Chat	935.512447	938.580281	941.573106	2.992825	3.067833	938.58
CodeGemma-7B-Instruct	926.993636	930.04495	933.25107	3.20612	3.051313	930.04
Qwen2-7B-Instruct	919.692609	922.717193	925.723255	3.006062	3.024584	922.72
Phi-3.5-Mini-Instruct	917.591588	920.58206	923.637159	3.055099	2.990472	920.58
Phi-3-Small-128K-Instruct	911.993958	914.814589	917.671938	2.857348	2.820632	914.81
Phi-3-Mini-128K-Instruct	911.356852	914.390131	917.38691	2.996779	3.033279	914.39
Llama-3-8B-Instruct	905.422324	908.359093	911.493958	3.134865	2.93677	908.36
Mistral-Large-2402	903.314477	906.201967	909.003177	2.801211	2.88749	906.2
ReflectionCoder-CL-7B	900.539661	903.671729	906.530656	2.858926	3.132068	903.67
OpenChat-3.6-8B-20240522	877.067826	880.198194	883.09379	2.895596	3.130368	880.2
CodeLlama-34B-Instruct	876.762467	879.738641	882.7048	2.96616	2.976174	879.74
Granite-3.0-8B-Instruct	872.604628	875.820192	879.09694	3.276748	3.215564	875.82
CodeLlama-13B-Instruct	847.786679	851.035399	854.181883	3.146484	3.24872	851.04
InternLM2.5-7B-Chat	835.905389	838.823684	841.889347	3.065664	2.918295	838.82
Yi-1.5-6B-Chat	835.812408	838.682631	841.823142	3.140511	2.870223	838.68
Qwen2.5-Coder-1.5B-Instruct	835.062275	838.319938	841.55938	3.239442	3.257663	838.32
OpenCodeInterpreter-DS-1.3B	807.097185	810.744978	814.103713	3.358735	3.647793	810.74
DeepSeek-Coder-1.3B-Instruct	790.085669	793.250756	796.512948	3.262193	3.165086	793.25
Llama-3.2-3B-Instruct	788.155868	791.87183	794.915291	3.043461	3.715962	791.87
CodeLlama-7B-Instruct	756.774939	760.287643	763.597586	3.309942	3.512705	760.29
Granite-3.0-2B-Instruct	751.078463	755.664277	760.665433	5.001156	4.585814	755.66
Qwen2.5-1.5B-Instruct	747.060502	750.348584	753.557371	3.208786	3.288082	750.35
Mistral-7B-Instruct-v0.3	743.321983	746.728135	750.433207	3.705072	3.406153	746.73
Qwen2.5-0.5B-Instruct	507.978212	513.462498	518.639933	5.177435	5.484286	513.46
Llama-3.2-1B-Instruct	497.523268	502.623068	508.241465	5.618396	5.0998	502.62