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