Datasets:

bigcode
/

bigcodebench-elo

model stringlengths 8 31	lower float64 496 1.23k	rating float64 502 1.23k	upper float64 507 1.23k	error_y float64 2.73 5.39	error_y_minus float64 2.5 5.62	rating_rounded float64 502 1.23k
GPT-4o-2024-05-13	1,225.454859	1,229.202562	1,232.630205	3.427643	3.747703	1,229.2
DeepSeek-V2-Chat (2024-06-28)	1,196.109966	1,199.574833	1,202.90233	3.327497	3.464867	1,199.57
DeepSeek-Coder-V2-Instruct	1,193.633046	1,197.042351	1,200.675405	3.633054	3.409305	1,197.04
Gemini-Exp-1114	1,181.786768	1,185.303078	1,188.656195	3.353117	3.516309	1,185.3
Qwen2.5-Coder-32B-Instruct	1,177.917426	1,181.208645	1,184.937799	3.729154	3.291219	1,181.21
GPT-4-Turbo-2024-04-09	1,171.825988	1,175.550954	1,178.756236	3.205282	3.724966	1,175.55
GPT-4o-2024-11-20	1,164.87304	1,168.330102	1,171.074071	2.743969	3.457062	1,168.33
Claude-3.5-Sonnet-20240620	1,154.961916	1,158.550658	1,161.56207	3.011412	3.588741	1,158.55
GPT-4-0613	1,153.320841	1,156.672774	1,159.587486	2.914712	3.351932	1,156.67
Claude-3.5-Haiku-20241022	1,151.828465	1,154.850895	1,158.147098	3.296203	3.02243	1,154.85
GPT-4o-mini-2024-07-18	1,151.089371	1,154.327308	1,157.599214	3.271906	3.237937	1,154.33
Athene-V2-Chat	1,150.447898	1,153.593978	1,156.694397	3.100419	3.14608	1,153.59
Claude-3-Opus-20240229	1,142.477675	1,145.580729	1,148.707621	3.126891	3.103054	1,145.58
Athene-V2-Agent	1,138.214581	1,141.232385	1,144.561224	3.328839	3.017804	1,141.23
Hermes-2-Theta-Llama-3-70B	1,137.836593	1,140.773421	1,144.041939	3.268517	2.936828	1,140.77
Qwen2.5-72B-Instruct	1,135.538178	1,138.999281	1,142.14723	3.147949	3.461103	1,139
Gemini-1.5-Pro-API-0514	1,132.757981	1,136.028656	1,139.264836	3.236181	3.270674	1,136.03
Claude-3.5-Sonnet-20241022	1,121.44301	1,124.336669	1,127.492829	3.15616	2.893658	1,124.34
Gemini-1.5-Flash-API-0514	1,115.59395	1,118.559548	1,121.682184	3.122636	2.965598	1,118.56
Llama-3-70B-Instruct	1,109.286472	1,112.470477	1,115.649109	3.178631	3.184005	1,112.47
Llama-3-70B-Synthia-v3.5	1,106.927856	1,109.990165	1,113.016052	3.025887	3.062309	1,109.99
Qwen2.5-32B-Instruct	1,099.629823	1,102.673829	1,105.643659	2.96983	3.044006	1,102.67
Claude-3-Sonnet-20240229	1,094.994222	1,098.146473	1,101.208551	3.062078	3.15225	1,098.15
Gemma-2-27B-Instruct	1,093.512517	1,096.665322	1,100.126723	3.461401	3.152804	1,096.67
ReflectionCoder-DS-33B	1,092.293499	1,095.645344	1,098.601935	2.956591	3.351844	1,095.65
WhiteRabbitNeo-33B-v1.5	1,086.423708	1,089.394265	1,092.536798	3.142533	2.970557	1,089.39
Codestral-22B-v0.1	1,084.429883	1,087.945796	1,091.100612	3.154817	3.515913	1,087.95
OpenCoder-8B-Instruct	1,082.847682	1,085.709616	1,088.841303	3.131686	2.861935	1,085.71
AutoCoder	1,077.540913	1,080.68573	1,083.597169	2.911439	3.144818	1,080.69
DeepSeek-Coder-33B-Instruct	1,074.77321	1,077.816297	1,081.057178	3.240881	3.043087	1,077.82
Qwen2-72B-Chat	1,067.170523	1,070.286943	1,073.211482	2.924539	3.116421	1,070.29
Qwen2.5-14B-Instruct	1,062.090297	1,065.256518	1,068.089367	2.832849	3.166221	1,065.26
Hermes-2-Pro-Llama-3-70B	1,058.266572	1,061.173354	1,064.323104	3.149749	2.906783	1,061.17
Mixtral-8x22B-Instruct	1,057.405189	1,060.310579	1,063.560159	3.24958	2.905391	1,060.31
CodeLlama-70B-Instruct	1,055.586007	1,058.364462	1,061.47621	3.111748	2.778454	1,058.36
GPT-3.5-Turbo-0125	1,048.711812	1,051.716563	1,054.981898	3.265334	3.004751	1,051.72
CodeGeex4-All-9B	1,046.556868	1,049.476075	1,052.297824	2.82175	2.919206	1,049.48
DeepSeek-V2-Chat	1,046.090118	1,049.41921	1,052.55775	3.13854	3.329092	1,049.42
Qwen2.5-Coder-7B-Instruct	1,045.60197	1,048.790389	1,051.946187	3.155798	3.188419	1,048.79
Claude-3-Haiku-20240307	1,045.144596	1,048.333636	1,051.566903	3.233267	3.18904	1,048.33
Yi-Coder-9B-Chat	1,028.160938	1,030.992549	1,034.125168	3.132619	2.831611	1,030.99
Phi-3-Medium-128K-Instruct	1,027.06289	1,029.942106	1,032.801374	2.859268	2.879215	1,029.94
Phind-CodeLlama-34B-v2	1,020.763883	1,023.622264	1,026.811817	3.189553	2.858381	1,023.62
Llama-3.1-Nemotron-70B-Instruct	1,020.552696	1,023.050347	1,026.194053	3.143706	2.497651	1,023.05
Artigenz-Coder-DS-6.7B	1,017.31611	1,020.37747	1,023.61924	3.241769	3.06136	1,020.38
ReflectionCoder-DS-6.7B	1,014.21051	1,017.183639	1,020.297285	3.113646	2.973129	1,017.18
ReflectionCoder-CL-34B	1,012.224108	1,015.320886	1,018.483375	3.16249	3.096778	1,015.32
Nxcode-CQ-7B-Orpo	1,011.402479	1,014.089768	1,017.523952	3.434185	2.687289	1,014.09
Yi-Large	1,010.36621	1,013.000428	1,016.047469	3.047042	2.634218	1,013
DeepSeek-Coder-V2-Lite-Instruct	1,009.323909	1,012.487048	1,015.320739	2.833691	3.163139	1,012.49
Magicoder-S-DS-6.7B	1,008.407206	1,011.589171	1,014.542158	2.952987	3.181965	1,011.59
CodeQwen1.5-7B-Chat	1,006.26325	1,009.267243	1,012.358471	3.091228	3.003993	1,009.27
Athene-70B	1,005.428287	1,008.279138	1,011.269892	2.990753	2.850851	1,008.28
Qwen2.5-7B-Instruct	1,003.737424	1,006.890722	1,009.682708	2.791986	3.153298	1,006.89
StarCoder2-15B-Instruct-v0.1	1,000.369401	1,003.312097	1,006.393016	3.08092	2.942696	1,003.31
Tess-v2.5.2-Qwen2-72B	1,000.282308	1,003.175091	1,006.072629	2.897538	2.892783	1,003.18
Qwen2-57B-A14B	1,000.018777	1,003.111031	1,005.98439	2.873359	3.092254	1,003.11
Phi-3.1-Mini-128K-Instruct	999.962108	1,002.962829	1,005.690036	2.727208	3.00072	1,002.96
AutoCoder-S-6.7B	998.796473	1,002.038179	1,005.153795	3.115617	3.241706	1,002.04
Mistral-Small-Instruct-2409	996.599879	999.533618	1,002.780071	3.246453	2.933739	999.53
C4AI-Command-R-08-2024	995.834396	999.014709	1,001.820349	2.80564	3.180313	999.01
OpenCodeInterpreter-DS-6.7B	992.86561	995.823189	998.926754	3.103565	2.957579	995.82
Granite-Code-34B-Instruct	984.125294	987.371337	990.246029	2.874692	3.246043	987.37
Codestral-Mamba	983.720798	986.768217	989.709648	2.941432	3.047419	986.77
DeepSeek-Coder-6.7B-Instruct	975.688892	978.647085	981.566201	2.919116	2.958193	978.65
Qwen1.5-110B-Chat	972.680641	975.820228	978.862375	3.042147	3.139587	975.82
Yi-1.5-34B-Chat	962.465396	965.224433	968.134069	2.909636	2.759037	965.22
WaveCoder-Ultra-6.7B	961.825213	964.718536	967.843033	3.124497	2.893323	964.72
Yi-1.5-9B-Chat	959.835628	962.75882	965.939287	3.180467	2.923192	962.76
Granite-Code-20B-Instruct	955.58498	958.369113	961.280204	2.911091	2.784133	958.37
Command R+	949.099716	951.926046	954.90464	2.978594	2.82633	951.93
Gemma-2-9B-Instruct	946.278664	949.510734	952.241724	2.73099	3.232069	949.51
Qwen1.5-32B-Chat	939.340377	942.204742	945.644926	3.440184	2.864365	942.2
OpenCoder-1.5B-Instruct	937.590606	940.88441	944.103706	3.219296	3.293805	940.88
AutoCoder-QW-7B	937.319189	940.48007	943.265474	2.785404	3.16088	940.48
Mistral-Small-2402	935.79075	938.554147	941.449971	2.895825	2.763397	938.55
Qwen1.5-72B-Chat	934.201826	936.9921	939.972231	2.980131	2.790274	936.99
CodeGemma-7B-Instruct	925.816138	928.652773	931.55259	2.899818	2.836635	928.65
Qwen2-7B-Instruct	918.02134	921.052483	924.316102	3.263619	3.031142	921.05
Phi-3.5-Mini-Instruct	916.011581	918.807925	921.631347	2.823422	2.796344	918.81
Phi-3-Small-128K-Instruct	910.181693	913.198959	916.073316	2.874357	3.017267	913.2
Phi-3-Mini-128K-Instruct	909.527876	912.838203	915.859002	3.020799	3.310327	912.84
Llama-3-8B-Instruct	903.987573	906.894813	909.990448	3.095636	2.90724	906.89
Mistral-Large-2402	901.816199	904.628231	907.438112	2.809882	2.812031	904.63
ReflectionCoder-CL-7B	898.969598	902.146248	905.145594	2.999346	3.17665	902.15
OpenChat-3.6-8B-20240522	876.071732	878.965056	882.172279	3.207223	2.893325	878.97
CodeLlama-34B-Instruct	875.76766	878.697016	881.912627	3.215611	2.929356	878.7
Granite-3.0-8B-Instruct	871.468351	874.64183	877.52652	2.88469	3.173479	874.64
CodeLlama-13B-Instruct	846.233175	849.569977	852.548851	2.978875	3.336802	849.57
InternLM2.5-7B-Chat	834.242679	837.282533	840.140159	2.857626	3.039855	837.28
Yi-1.5-6B-Chat	833.706129	837.23386	840.176402	2.942542	3.527731	837.23
Qwen2.5-Coder-1.5B-Instruct	833.361911	836.898842	840.049584	3.150742	3.536931	836.9
OpenCodeInterpreter-DS-1.3B	805.65597	809.33556	812.67383	3.33827	3.679591	809.34
DeepSeek-Coder-1.3B-Instruct	788.60266	791.940607	795.300125	3.359518	3.337947	791.94
Llama-3.2-3B-Instruct	786.883407	790.116573	793.159847	3.043274	3.233167	790.12
CodeLlama-7B-Instruct	755.77229	759.201994	762.981457	3.779463	3.429705	759.2
Granite-3.0-2B-Instruct	748.79956	754.135082	759.360598	5.225517	5.335521	754.14
Qwen2.5-1.5B-Instruct	745.713271	749.249426	752.485898	3.236472	3.536154	749.25
Mistral-7B-Instruct-v0.3	741.968607	745.293588	748.847944	3.554356	3.324982	745.29
Qwen2.5-0.5B-Instruct	507.531895	512.49117	517.741364	5.250194	4.959275	512.49