model
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rating
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1.25k
upper
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1.26k
error_y
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error_y_minus
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rating_rounded
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1.25k
Athene-V2-Chat
1,237.763975
1,245.859037
1,255.692997
9.833959
8.095062
1,245.86
Athene-V2-Agent
1,221.462592
1,230.444716
1,238.932333
8.487617
8.982124
1,230.44
GPT-4-Turbo-2024-04-09
1,218.712579
1,228.089763
1,236.455406
8.365643
9.377184
1,228.09
Qwen2.5-Coder-32B-Instruct
1,214.629448
1,223.231254
1,232.113676
8.882422
8.601807
1,223.23
GPT-4o-2024-08-06
1,211.502177
1,220.424446
1,229.174038
8.749592
8.922269
1,220.42
GPT-4o-2024-11-20
1,210.427679
1,219.23803
1,228.189928
8.951897
8.810352
1,219.24
DeepSeek-Coder-V2-Instruct (2024-07-24)
1,202.105982
1,210.874013
1,220.55472
9.680707
8.768031
1,210.87
Claude-3.5-Sonnet-20241022
1,194.654114
1,203.647013
1,211.751212
8.104199
8.9929
1,203.65
Claude-3.5-Haiku-20241022
1,193.497188
1,202.177311
1,211.330892
9.153581
8.680122
1,202.18
DeepSeek-V2-Chat (2024-06-28)
1,189.503393
1,198.341633
1,206.90337
8.561737
8.83824
1,198.34
Claude-3.5-Sonnet-20240620
1,188.173341
1,196.525272
1,205.914795
9.389523
8.351931
1,196.53
Gemini-1.5-Pro-Exp-0827
1,187.686187
1,195.829638
1,203.978071
8.148433
8.14345
1,195.83
Gemini-Exp-1114
1,185.146851
1,193.178886
1,202.408295
9.229409
8.032035
1,193.18
o1-Preview-2024-09-12 (temperature=1)
1,168.593824
1,176.420695
1,184.558979
8.138284
7.826871
1,176.42
DeepSeek-Coder-V2-Instruct
1,166.818044
1,175.519574
1,183.856265
8.336691
8.70153
1,175.52
Gemini-1.5-Pro-Exp-0801
1,158.93194
1,167.994539
1,176.629548
8.635009
9.062599
1,167.99
GPT-4o-2024-05-13
1,155.443901
1,164.000043
1,172.335466
8.335422
8.556142
1,164
Llama-3.1-405B-Instruct
1,151.978438
1,159.458474
1,168.300965
8.842491
7.480036
1,159.46
o1-Mini-2024-09-12 (temperature=1)
1,149.910748
1,157.817621
1,166.057146
8.239524
7.906873
1,157.82
Mistral-Large-Instruct-2407
1,148.508328
1,156.704958
1,166.891777
10.186819
8.19663
1,156.7
Gemini-1.5-Pro-002
1,146.750717
1,154.936324
1,163.530269
8.593946
8.185606
1,154.94
Grok-Beta
1,143.08081
1,151.039315
1,158.787036
7.747722
7.958505
1,151.04
DeepSeek-V2.5
1,141.608402
1,150.27847
1,158.672082
8.393612
8.670068
1,150.28
Llama-3.1-70B-Instruct
1,141.844235
1,149.484402
1,157.370725
7.886323
7.640167
1,149.48
Claude-3-Opus-20240229
1,138.172133
1,146.540038
1,155.365165
8.825127
8.367905
1,146.54
Qwen2.5-72B-Instruct
1,132.185821
1,140.966179
1,150.123837
9.157658
8.780358
1,140.97
GPT-4o-mini-2024-07-18
1,130.689223
1,138.786518
1,147.559669
8.773151
8.097295
1,138.79
Gemini-1.5-Pro-API-0514
1,128.532156
1,136.895984
1,144.934958
8.038974
8.363828
1,136.9
Qwen2.5-32B-Instruct
1,124.200096
1,132.080801
1,140.054208
7.973407
7.880705
1,132.08
Llama-3-70B-Instruct
1,122.826099
1,130.618786
1,139.23609
8.617304
7.792687
1,130.62
Llama-3.1-Nemotron-70B-Instruct
1,120.247642
1,128.58722
1,136.613031
8.025811
8.339578
1,128.59
Dracarys-Llama-3.1-70B-Instruct
1,120.465768
1,128.337938
1,136.591216
8.253278
7.87217
1,128.34
Llama-3-70B-Synthia-v3.5
1,112.879622
1,120.765278
1,128.183008
7.417731
7.885655
1,120.77
Gemini-1.5-Flash-API-0514
1,105.25137
1,114.134096
1,122.136647
8.002551
8.882725
1,114.13
Claude-3-Sonnet-20240229
1,099.51706
1,107.611862
1,115.818655
8.206793
8.094802
1,107.61
Dracarys-72B-Instruct
1,094.039945
1,101.917522
1,110.712445
8.794923
7.877577
1,101.92
Hermes-2-Theta-Llama-3-70B
1,089.767669
1,097.717672
1,106.132058
8.414385
7.950004
1,097.72
Phi-3.1-Mini-128K-Instruct
1,083.231629
1,091.121448
1,099.256592
8.135144
7.889819
1,091.12
Hermes-2-Pro-Llama-3-70B
1,078.583434
1,085.913669
1,094.586844
8.673175
7.330235
1,085.91
Gemini-1.5-Flash-Exp-0827
1,075.297286
1,083.279987
1,091.265453
7.985466
7.982701
1,083.28
Qwen2.5-Coder-7B-Instruct
1,064.578829
1,072.477513
1,080.907271
8.429758
7.898684
1,072.48
Qwen2.5-14B-Instruct
1,064.313798
1,072.469029
1,080.531165
8.062137
8.15523
1,072.47
Qwen2-72B-Chat
1,062.046838
1,069.875007
1,079.037027
9.162019
7.828169
1,069.88
Codestral-22B-v0.1
1,061.318074
1,068.706722
1,078.274113
9.567391
7.388648
1,068.71
Gemma-2-27B-Instruct
1,054.164239
1,062.355399
1,071.16505
8.809651
8.191159
1,062.36
Mixtral-8x22B-Instruct
1,052.13981
1,060.490632
1,068.619683
8.129051
8.350822
1,060.49
Athene-70B
1,049.417213
1,057.890635
1,065.776422
7.885787
8.473421
1,057.89
GPT-3.5-Turbo-0125
1,047.407106
1,056.035847
1,064.298243
8.262396
8.628741
1,056.04
DeepSeek-Coder-33B-Instruct
1,039.801163
1,048.669408
1,057.395604
8.726197
8.868245
1,048.67
WhiteRabbitNeo-33B-v1.5
1,038.759794
1,046.51616
1,054.950096
8.433936
7.756366
1,046.52
ReflectionCoder-DS-33B
1,032.139033
1,039.472461
1,048.003792
8.531331
7.333428
1,039.47
DeepSeek-V2-Chat
1,029.759919
1,037.721207
1,045.681491
7.960285
7.961287
1,037.72
OpenCoder-8B-Instruct
1,029.656518
1,037.07706
1,045.18128
8.10422
7.420543
1,037.08
Claude-3-Haiku-20240307
1,023.723186
1,031.607103
1,039.165061
7.557958
7.883917
1,031.61
CodeQwen1.5-7B-Chat
1,014.277102
1,022.649497
1,029.829882
7.180385
8.372395
1,022.65
GPT-4-0613
1,013.902966
1,021.852736
1,029.70602
7.853284
7.94977
1,021.85
Nxcode-CQ-7B-Orpo
1,011.946554
1,021.056839
1,029.89923
8.842391
9.110285
1,021.06
Yi-Large
1,010.853282
1,019.250726
1,028.609255
9.358528
8.397445
1,019.25
CodeGeex4-All-9B
1,010.181787
1,018.529169
1,027.610554
9.081386
8.347382
1,018.53
DeepSeek-Coder-V2-Lite-Instruct
1,009.177822
1,017.191688
1,024.969346
7.777658
8.013866
1,017.19
AutoCoder
1,001.545432
1,009.449838
1,016.542228
7.09239
7.904406
1,009.45
Mistral-Nemo-12B-Instruct
997.733829
1,005.891882
1,013.879657
7.987775
8.158053
1,005.89
Tess-v2.5.2-Qwen2-72B
994.954649
1,003.307901
1,011.184204
7.876302
8.353252
1,003.31
Qwen1.5-110B-Chat
986.096723
994.091496
1,002.286638
8.195142
7.994773
994.09
OpenCodeInterpreter-DS-6.7B
978.188959
987.057974
996.205509
9.147535
8.869015
987.06
Granite-Code-34B-Instruct
978.262474
985.687326
993.213913
7.526587
7.424852
985.69
ReflectionCoder-DS-6.7B
975.228579
983.049887
991.189347
8.13946
7.821308
983.05
Yi-Coder-9B-Chat
971.492984
979.727137
987.879286
8.152148
8.234154
979.73
Phi-3.5-Mini-Instruct
970.321032
978.478626
986.707502
8.228876
8.157594
978.48
Mistral-Small-Instruct-2409
967.467908
976.025172
984.668057
8.642885
8.557264
976.03
WaveCoder-Ultra-6.7B
964.940428
974.006999
983.339798
9.3328
9.066571
974.01
Phind-CodeLlama-34B-v2
963.485667
972.573971
980.443703
7.869732
9.088304
972.57
Command R+
959.877253
968.50312
977.065342
8.562222
8.625867
968.5
InverseCoder-CL-13B
957.418915
965.806838
974.068888
8.26205
8.387923
965.81
Artigenz-Coder-DS-6.7B
957.02804
965.440883
973.635134
8.194251
8.412843
965.44
Mistral-Small-2402
956.028466
964.399345
972.589586
8.190241
8.370879
964.4
Codestral-Mamba
954.568881
962.763786
971.810513
9.046727
8.194906
962.76
CodeLlama-70B-Instruct
953.933882
961.935703
969.994108
8.058405
8.001822
961.94
StarCoder2-15B-Instruct-v0.1
952.702437
961.003622
969.738513
8.734892
8.301184
961
InverseCoder-CL-7B
947.786184
956.54325
965.180819
8.637569
8.757066
956.54
Qwen2.5-7B-Instruct
947.081521
956.242452
964.985657
8.743205
9.160931
956.24
Llama-3.1-8B-Instruct
947.458902
955.491513
964.576969
9.085456
8.032611
955.49
ReflectionCoder-CL-34B
937.553793
947.267451
956.318676
9.051225
9.713658
947.27
Magicoder-S-DS-6.7B
934.595769
944.698363
953.650027
8.951664
10.102594
944.7
Phi-3-Medium-128K-Instruct
933.691479
944.528432
953.076695
8.548263
10.836953
944.53
InverseCoder-DS-6.7B
934.42943
944.527956
953.275062
8.747106
10.098526
944.53
C4AI-Command-R-08-2024
935.526101
944.054658
952.847878
8.79322
8.528557
944.05
C4AI-Command-R-Plus-08-2024
934.500002
943.628705
951.805482
8.176777
9.128702
943.63
DeepSeek-Coder-6.7B-Instruct
929.78939
939.361758
949.192861
9.831103
9.572368
939.36
Qwen2-57B-A14B
921.302955
929.906882
938.568723
8.66184
8.603927
929.91
Qwen1.5-72B-Chat
920.446053
928.181557
937.435107
9.253549
7.735504
928.18
Phi-3-Small-128K-Instruct
912.902337
921.811119
931.47457
9.663451
8.908782
921.81
Qwen2-7B-Instruct
911.527986
920.710991
929.621407
8.910416
9.183005
920.71
Yi-1.5-9B-Chat
907.849109
917.460981
926.952876
9.491895
9.611872
917.46
OpenChat-3.6-8B-20240522
907.752402
916.619826
926.397851
9.778025
8.867424
916.62
Granite-Code-20B-Instruct
905.726953
915.126243
923.036747
7.910505
9.39929
915.13
Qwen1.5-32B-Chat
893.655987
902.635479
912.115252
9.479773
8.979491
902.64
Phi-3-Mini-128K-Instruct
892.549954
901.445206
909.937628
8.492422
8.895252
901.45
CodeGemma-7B-Instruct
891.688753
900.468105
908.241645
7.773539
8.779352
900.47
CodeLlama-34B-Instruct
884.753199
894.033001
902.347826
8.314825
9.279802
894.03
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