bigcode/bigcodebench-hard-elo · Datasets at Hugging Face

model stringlengths 8 39	lower float64 610 1.22k	rating float64 628 1.23k	upper float64 648 1.24k	error_y float64 8.35 19.7	error_y_minus float64 8.34 17.8	rating_rounded float64 628 1.23k
GPT-4-Turbo-2024-04-09	1,220.647678	1,230.490178	1,241.806542	11.316364	9.8425	1,230.49
GPT-4o-2024-08-06	1,214.213658	1,224.549859	1,235.046375	10.496516	10.336201	1,224.55
DeepSeek-Coder-V2-Instruct (2024-07-24)	1,208.285067	1,218.701448	1,231.032046	12.330599	10.41638	1,218.7
DeepSeek-V2-Chat (2024-06-28)	1,195.972731	1,205.400391	1,215.182912	9.782522	9.42766	1,205.4
Claude-3.5-Sonnet-20240620	1,189.417414	1,200.243794	1,211.347704	11.103911	10.82638	1,200.24
DeepSeek-Coder-V2-Instruct	1,173.431038	1,184.304556	1,193.91044	9.605884	10.873518	1,184.3
Gemini-1.5-Pro-Exp-0801	1,165.813166	1,174.89154	1,185.449784	10.558245	9.078374	1,174.89
GPT-4o-2024-05-13	1,160.00625	1,169.951036	1,179.432775	9.481739	9.944786	1,169.95
Llama-3.1-405B-Instruct	1,158.472074	1,167.894887	1,178.329398	10.434511	9.422813	1,167.89
Mistral-Large-Instruct-2407	1,154.269944	1,164.685546	1,176.339179	11.653633	10.415602	1,164.69
Llama-3.1-70B-Instruct	1,145.955375	1,156.021418	1,165.687811	9.666392	10.066043	1,156.02
Claude-3-Opus-20240229	1,144.180049	1,154.113541	1,164.066964	9.953423	9.933492	1,154.11
GPT-4o-mini-2024-07-18	1,136.372157	1,146.662451	1,155.793852	9.131401	10.290294	1,146.66
Gemini-1.5-Pro-API-0514	1,136.483259	1,146.078395	1,156.080335	10.00194	9.595136	1,146.08
Llama-3-70B-Instruct	1,129.182904	1,137.932857	1,148.086361	10.153504	8.749953	1,137.93
Llama-3-70B-Synthia-v3.5	1,117.919243	1,127.210191	1,136.600649	9.390458	9.290948	1,127.21
Gemini-1.5-Flash-API-0514	1,111.092879	1,120.890647	1,129.827819	8.937172	9.797768	1,120.89
Claude-3-Sonnet-20240229	1,105.181501	1,115.521295	1,124.755168	9.233872	10.339795	1,115.52
Hermes-2-Theta-Llama-3-70B	1,094.658378	1,105.567481	1,116.112596	10.545115	10.909103	1,105.57
Phi-3.1-Mini-128K-Instruct	1,090.260176	1,098.595331	1,108.113226	9.517894	8.335155	1,098.6
Hermes-2-Pro-Llama-3-70B	1,084.700799	1,094.225196	1,103.813251	9.588056	9.524397	1,094.23
Qwen2-72B-Chat	1,067.961699	1,077.565347	1,086.630544	9.065197	9.603648	1,077.57
Codestral-22B-v0.1	1,067.63621	1,076.693179	1,086.502477	9.809298	9.056969	1,076.69
Gemma-2-27B-Instruct	1,060.007679	1,069.924494	1,079.447486	9.522992	9.916815	1,069.92
Mixtral-8x22B-Instruct	1,056.03925	1,065.88821	1,074.578678	8.690468	9.84896	1,065.89
Athene-70B	1,057.006082	1,065.516295	1,074.791722	9.275427	8.510213	1,065.52
GPT-3.5-Turbo-0125	1,053.917038	1,063.9076	1,073.911404	10.003804	9.990563	1,063.91
DeepSeek-Coder-33B-Instruct	1,045.113579	1,054.967743	1,065.279704	10.311962	9.854163	1,054.97
WhiteRabbitNeo-33B-v1.5	1,043.799496	1,053.585136	1,063.925268	10.340133	9.78564	1,053.59
ReflectionCoder-DS-33B	1,038.317665	1,048.47327	1,058.620814	10.147545	10.155605	1,048.47
DeepSeek-V2-Chat	1,036.354446	1,045.978528	1,055.216213	9.237685	9.624083	1,045.98
Claude-3-Haiku-20240307	1,028.011353	1,037.798493	1,047.780747	9.982253	9.78714	1,037.8
Yi-Large	1,018.659988	1,028.713928	1,037.065452	8.351525	10.05394	1,028.71
CodeQwen1.5-7B-Chat	1,017.716717	1,027.131666	1,037.208199	10.076533	9.414949	1,027.13
GPT-4-0613	1,018.269561	1,027.050306	1,036.6183	9.567995	8.780745	1,027.05
Nxcode-CQ-7B-Orpo	1,017.10275	1,026.959129	1,036.033507	9.074378	9.856379	1,026.96
DeepSeek-Coder-V2-Lite-Instruct	1,015.72632	1,025.533346	1,034.519535	8.986189	9.807026	1,025.53
CodeGeex4-All-9B	1,015.293965	1,025.125753	1,034.560472	9.434719	9.831788	1,025.13
AutoCoder	1,006.910967	1,016.249253	1,026.037888	9.788635	9.338286	1,016.25
Mistral-Nemo-12B-Instruct	1,003.147771	1,011.994375	1,022.164897	10.170522	8.846604	1,011.99
Tess-v2.5.2-Qwen2-72B	1,001.786245	1,011.221188	1,020.144774	8.923586	9.434943	1,011.22
Qwen1.5-110B-Chat	990.559551	1,000.567411	1,010.700877	10.133466	10.00786	1,000.57
Phi-3.5-Mini-Instruct	982.99826	992.077998	1,001.582278	9.50428	9.079738	992.08
OpenCodeInterpreter-DS-6.7B	981.389915	991.845972	1,001.410979	9.565008	10.456057	991.85
ReflectionCoder-DS-6.7B	980.276219	990.034059	1,000.686094	10.652036	9.75784	990.03
Granite-Code-34B-Instruct	980.543271	990.028634	1,000.432612	10.403977	9.485364	990.03
WaveCoder-Ultra-6.7B	971.917983	982.996516	993.327913	10.331397	11.078533	983
Phind-CodeLlama-34B-v2	967.376177	977.231191	987.443031	10.211839	9.855015	977.23
Command R+	962.518208	972.142416	982.041317	9.898901	9.624208	972.14
Artigenz-Coder-DS-6.7B	962.078265	971.403385	981.806241	10.402856	9.32512	971.4
InverseCoder-CL-13B	959.863467	970.092556	980.775261	10.682705	10.229089	970.09
Mistral-Small-2402	960.506869	969.995254	979.50768	9.512427	9.488384	970
CodeLlama-70B-Instruct	958.46957	968.180429	978.4046	10.224171	9.71086	968.18
Codestral-Mamba	957.469406	968.101071	976.985093	8.884023	10.631664	968.1
StarCoder2-15B-Instruct-v0.1	955.096366	965.138573	974.781382	9.642809	10.042208	965.14
Llama-3.1-8B-Instruct	951.277634	961.271525	970.955465	9.683941	9.993891	961.27
InverseCoder-CL-7B	951.08469	961.14285	972.477682	11.334833	10.058159	961.14
ReflectionCoder-CL-34B	941.41116	951.760079	961.488183	9.728104	10.348919	951.76
Phi-3-Medium-128K-Instruct	941.011833	950.433344	960.951351	10.518007	9.421511	950.43
Magicoder-S-DS-6.7B	938.75637	950.334565	959.259124	8.924559	11.578195	950.33
InverseCoder-DS-6.7B	938.903211	950.047345	959.407962	9.360618	11.144134	950.05
DeepSeek-Coder-6.7B-Instruct	935.635512	946.070488	955.880362	9.809874	10.434976	946.07
Qwen2-57B-A14B	926.405652	936.902593	946.754427	9.851834	10.496941	936.9
Qwen1.5-72B-Chat	923.503403	934.346584	943.642066	9.295481	10.843181	934.35
Phi-3-Small-128K-Instruct	922.163826	932.73713	942.326203	9.589073	10.573304	932.74
Qwen2-7B-Instruct	916.673567	926.474556	937.350348	10.875792	9.800989	926.47
Yi-1.5-9B-Chat	912.58678	921.582293	932.370725	10.788433	8.995513	921.58
OpenChat-3.6-8B-20240522	910.3654	920.692488	931.56508	10.872593	10.327088	920.69
Granite-Code-20B-Instruct	905.820044	916.673927	927.036425	10.362498	10.853883	916.67
Qwen1.5-32B-Chat	901.309096	910.737879	921.700953	10.963074	9.428782	910.74
Phi-3-Mini-128K-Instruct	897.603019	907.416188	918.219451	10.803263	9.813169	907.42
CodeGemma-7B-Instruct	894.31833	904.566794	914.123546	9.556752	10.248464	904.57
AutoCoder-QW-7B	886.281617	897.216639	908.236677	11.020038	10.935022	897.22
CodeLlama-34B-Instruct	885.663424	896.149738	906.796572	10.646834	10.486314	896.15
AutoCoder-S-6.7B	880.937561	891.820454	902.630405	10.809951	10.882893	891.82
Gemma-2-9B-Instruct	879.337247	889.589924	900.84186	11.251936	10.252677	889.59
ReflectionCoder-CL-7B	871.928653	881.823029	892.028616	10.205587	9.894376	881.82
Yi-1.5-34B-Chat	852.73618	864.205078	874.734886	10.529809	11.468898	864.21
Mistral-Large-2402	842.893923	854.07212	864.319441	10.247321	11.178197	854.07
CodeLlama-13B-Instruct	830.748947	842.639942	853.382275	10.742334	11.890994	842.64
Llama-3-8B-Instruct	819.377356	831.286042	842.74568	11.459638	11.908686	831.29
Yi-1.5-6B-Chat	763.203391	777.097636	788.89819	11.800554	13.894245	777.1
Mistral-7B-Instruct-v0.3	752.405101	766.555436	778.009558	11.454122	14.150335	766.56
InternLM2.5-7B-Chat	739.946682	753.146497	766.918292	13.771795	13.199815	753.15
OpenCodeInterpreter-DS-1.3B	706.22026	721.39011	736.29675	14.90664	15.16985	721.39
CodeLlama-7B-Instruct	690.861376	706.590092	721.390674	14.800582	15.728716	706.59
DeepSeek-Coder-1.3B-Instruct	610.288154	628.128392	647.788602	19.66021	17.840239	628.13

GPT-4-Turbo-2024-04-09

1,220.647678

1,230.490178

1,241.806542

11.316364

9.8425

1,230.49

GPT-4o-2024-08-06

1,214.213658

1,224.549859

1,235.046375

10.496516

10.336201

1,224.55

DeepSeek-Coder-V2-Instruct (2024-07-24)

1,208.285067

1,218.701448

1,231.032046

12.330599

10.41638

1,218.7

DeepSeek-V2-Chat (2024-06-28)

1,195.972731

1,205.400391

1,215.182912

9.782522

9.42766

1,205.4

Claude-3.5-Sonnet-20240620

1,189.417414

1,200.243794

1,211.347704

11.103911

10.82638

1,200.24

DeepSeek-Coder-V2-Instruct

1,173.431038

1,184.304556

1,193.91044

9.605884

10.873518

1,184.3

Gemini-1.5-Pro-Exp-0801

1,165.813166

1,174.89154

1,185.449784

10.558245

9.078374

1,174.89

GPT-4o-2024-05-13

1,160.00625

1,169.951036

1,179.432775

9.481739

9.944786

1,169.95

Llama-3.1-405B-Instruct

1,158.472074

1,167.894887

1,178.329398

10.434511

9.422813

1,167.89

Mistral-Large-Instruct-2407

1,154.269944

1,164.685546

1,176.339179

11.653633

10.415602

1,164.69

Llama-3.1-70B-Instruct

1,145.955375

1,156.021418

1,165.687811

9.666392

10.066043

1,156.02

Claude-3-Opus-20240229

1,144.180049

1,154.113541

1,164.066964

9.953423

9.933492

1,154.11

GPT-4o-mini-2024-07-18

1,136.372157

1,146.662451

1,155.793852

9.131401

10.290294

1,146.66

Gemini-1.5-Pro-API-0514

1,136.483259

1,146.078395

1,156.080335

10.00194

9.595136

1,146.08

Llama-3-70B-Instruct

1,129.182904

1,137.932857

1,148.086361

10.153504

8.749953

1,137.93

Llama-3-70B-Synthia-v3.5

1,117.919243

1,127.210191

1,136.600649

9.390458

9.290948

1,127.21

Gemini-1.5-Flash-API-0514

1,111.092879

1,120.890647

1,129.827819

8.937172

9.797768

1,120.89

Claude-3-Sonnet-20240229

1,105.181501

1,115.521295

1,124.755168

9.233872

10.339795

1,115.52

Hermes-2-Theta-Llama-3-70B

1,094.658378

1,105.567481

1,116.112596

10.545115

10.909103

1,105.57

Phi-3.1-Mini-128K-Instruct

1,090.260176

1,098.595331

1,108.113226

9.517894

8.335155

1,098.6

Hermes-2-Pro-Llama-3-70B

1,084.700799

1,094.225196

1,103.813251

9.588056

9.524397

1,094.23

Qwen2-72B-Chat

1,067.961699

1,077.565347

1,086.630544

9.065197

9.603648

1,077.57

Codestral-22B-v0.1

1,067.63621

1,076.693179

1,086.502477

9.809298

9.056969

1,076.69

Gemma-2-27B-Instruct

1,060.007679

1,069.924494

1,079.447486

9.522992

9.916815

1,069.92

Mixtral-8x22B-Instruct

1,056.03925

1,065.88821

1,074.578678

8.690468

9.84896

1,065.89

Athene-70B

1,057.006082

1,065.516295

1,074.791722

9.275427

8.510213

1,065.52

GPT-3.5-Turbo-0125

1,053.917038

1,063.9076

1,073.911404

10.003804

9.990563

1,063.91

DeepSeek-Coder-33B-Instruct

1,045.113579

1,054.967743

1,065.279704

10.311962

9.854163

1,054.97

WhiteRabbitNeo-33B-v1.5

1,043.799496

1,053.585136

1,063.925268

10.340133

9.78564

1,053.59

ReflectionCoder-DS-33B

1,038.317665

1,048.47327

1,058.620814

10.147545

10.155605

1,048.47

DeepSeek-V2-Chat

1,036.354446

1,045.978528

1,055.216213

9.237685

9.624083

1,045.98

Claude-3-Haiku-20240307

1,028.011353

1,037.798493

1,047.780747

9.982253

9.78714

1,037.8

Yi-Large

1,018.659988

1,028.713928

1,037.065452

8.351525

10.05394

1,028.71

CodeQwen1.5-7B-Chat

1,017.716717

1,027.131666

1,037.208199

10.076533

9.414949

1,027.13

GPT-4-0613

1,018.269561

1,027.050306

1,036.6183

9.567995

8.780745

1,027.05

Nxcode-CQ-7B-Orpo

1,017.10275

1,026.959129

1,036.033507

9.074378

9.856379

1,026.96

DeepSeek-Coder-V2-Lite-Instruct

1,015.72632

1,025.533346

1,034.519535

8.986189

9.807026

1,025.53

CodeGeex4-All-9B

1,015.293965

1,025.125753

1,034.560472

9.434719

9.831788

1,025.13

AutoCoder

1,006.910967

1,016.249253

1,026.037888

9.788635

9.338286

1,016.25

Mistral-Nemo-12B-Instruct

1,003.147771

1,011.994375

1,022.164897

10.170522

8.846604

1,011.99

Tess-v2.5.2-Qwen2-72B

1,001.786245

1,011.221188

1,020.144774

8.923586

9.434943

1,011.22

Qwen1.5-110B-Chat

990.559551

1,000.567411

1,010.700877

10.133466

10.00786

1,000.57

Phi-3.5-Mini-Instruct

982.99826

992.077998

1,001.582278

9.50428

9.079738

992.08

OpenCodeInterpreter-DS-6.7B

981.389915

991.845972

1,001.410979

9.565008

10.456057

991.85

ReflectionCoder-DS-6.7B

980.276219

990.034059

1,000.686094

10.652036

9.75784

990.03

Granite-Code-34B-Instruct

980.543271

990.028634

1,000.432612

10.403977

9.485364

990.03

WaveCoder-Ultra-6.7B

971.917983

982.996516

993.327913

10.331397

11.078533

983

Phind-CodeLlama-34B-v2

967.376177

977.231191

987.443031

10.211839

9.855015

977.23

Command R+

962.518208

972.142416

982.041317

9.898901

9.624208

972.14

Artigenz-Coder-DS-6.7B

962.078265

971.403385

981.806241

10.402856

9.32512

971.4

InverseCoder-CL-13B

959.863467

970.092556

980.775261

10.682705

10.229089

970.09

Mistral-Small-2402

960.506869

969.995254

979.50768

9.512427

9.488384

970

CodeLlama-70B-Instruct

958.46957

968.180429

978.4046

10.224171

9.71086

968.18

Codestral-Mamba

957.469406

968.101071

976.985093

8.884023

10.631664

968.1

StarCoder2-15B-Instruct-v0.1

955.096366

965.138573

974.781382

9.642809

10.042208

965.14

Llama-3.1-8B-Instruct

951.277634

961.271525

970.955465

9.683941

9.993891

961.27

InverseCoder-CL-7B

951.08469

961.14285

972.477682

11.334833

10.058159

961.14

ReflectionCoder-CL-34B

941.41116

951.760079

961.488183

9.728104

10.348919

951.76

Phi-3-Medium-128K-Instruct

941.011833

950.433344

960.951351

10.518007

9.421511

950.43

Magicoder-S-DS-6.7B

938.75637

950.334565

959.259124

8.924559

11.578195

950.33

InverseCoder-DS-6.7B

938.903211

950.047345

959.407962

9.360618

11.144134

950.05

DeepSeek-Coder-6.7B-Instruct

935.635512

946.070488

955.880362

9.809874

10.434976

946.07

Qwen2-57B-A14B

926.405652

936.902593

946.754427

9.851834

10.496941

936.9

Qwen1.5-72B-Chat

923.503403

934.346584

943.642066

9.295481

10.843181

934.35

Phi-3-Small-128K-Instruct

922.163826

932.73713

942.326203

9.589073

10.573304

932.74

Qwen2-7B-Instruct

916.673567

926.474556

937.350348

10.875792

9.800989

926.47

Yi-1.5-9B-Chat

912.58678

921.582293

932.370725

10.788433

8.995513

921.58

OpenChat-3.6-8B-20240522

910.3654

920.692488

931.56508

10.872593

10.327088

920.69

Granite-Code-20B-Instruct

905.820044

916.673927

927.036425

10.362498

10.853883

916.67

Qwen1.5-32B-Chat

901.309096

910.737879

921.700953

10.963074

9.428782

910.74

Phi-3-Mini-128K-Instruct

897.603019

907.416188

918.219451

10.803263

9.813169

907.42

CodeGemma-7B-Instruct

894.31833

904.566794

914.123546

9.556752

10.248464

904.57

AutoCoder-QW-7B

886.281617

897.216639

908.236677

11.020038

10.935022

897.22

CodeLlama-34B-Instruct

885.663424

896.149738

906.796572

10.646834

10.486314

896.15

AutoCoder-S-6.7B

880.937561

891.820454

902.630405

10.809951

10.882893

891.82

Gemma-2-9B-Instruct

879.337247

889.589924

900.84186

11.251936

10.252677

889.59

ReflectionCoder-CL-7B

871.928653

881.823029

892.028616

10.205587

9.894376

881.82

Yi-1.5-34B-Chat

852.73618

864.205078

874.734886

10.529809

11.468898

864.21

Mistral-Large-2402

842.893923

854.07212

864.319441

10.247321

11.178197

854.07

CodeLlama-13B-Instruct

830.748947

842.639942

853.382275

10.742334

11.890994

842.64

Llama-3-8B-Instruct

819.377356

831.286042

842.74568

11.459638

11.908686

831.29

Yi-1.5-6B-Chat

763.203391

777.097636

788.89819

11.800554

13.894245

777.1

Mistral-7B-Instruct-v0.3

752.405101

766.555436

778.009558

11.454122

14.150335

766.56

InternLM2.5-7B-Chat

739.946682

753.146497

766.918292

13.771795

13.199815

753.15

OpenCodeInterpreter-DS-1.3B

706.22026

721.39011

736.29675

14.90664

15.16985

721.39

CodeLlama-7B-Instruct

690.861376

706.590092

721.390674

14.800582

15.728716

706.59

DeepSeek-Coder-1.3B-Instruct

610.288154

628.128392

647.788602

19.66021

17.840239

628.13