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DeepSeek-V3-Chat
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Gemini-Exp-1206
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Athene-V2-Chat
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o1-2024-12-17 (temperature=1, reasoning=medium)
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Athene-V2-Agent
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1,226.12503
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GPT-4-Turbo-2024-04-09
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1,215.980697
1,225.238816
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9.220425
1,215.98
Qwen2.5-Coder-32B-Instruct
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1,210.482372
1,219.097724
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8.16631
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GPT-4o-2024-08-06
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1,207.21387
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8.540925
8.615902
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GPT-4o-2024-11-20
1,198.121337
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DeepSeek-Coder-V2-Instruct (2024-07-24)
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1,197.045813
1,205.862974
8.817161
8.5665
1,197.05
Claude-3.5-Sonnet-20241022
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Claude-3.5-Haiku-20241022
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1,190.175424
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DeepSeek-V2-Chat (2024-06-28)
1,176.318725
1,184.558732
1,193.660524
9.101792
8.240007
1,184.56
Claude-3.5-Sonnet-20240620
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1,183.871086
1,192.694021
8.822935
7.789067
1,183.87
Gemini-1.5-Pro-Exp-0827
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1,191.166164
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Gemini-Exp-1114
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1,180.832663
1,190.560016
9.727352
8.418408
1,180.83
Llama-3.3-70B-Instruct
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1,165.976907
1,174.23729
8.260382
8.218362
1,165.98
o1-Preview-2024-09-12 (temperature=1)
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1,164.144908
1,172.224556
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1,164.14
DeepSeek-Coder-V2-Instruct
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1,169.970669
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Gemini-2.0-Flash-Exp
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Gemini-1.5-Pro-Exp-0801
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1,154.646364
1,163.816558
9.170194
7.32238
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GPT-4o-2024-05-13
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1,158.153957
7.679688
8.148367
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Gemini-Exp-1121
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1,158.710933
8.361507
8.638427
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Llama-3.1-405B-Instruct
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1,153.666623
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6.433413
1,145.99
o1-Mini-2024-09-12 (temperature=1)
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1,145.623313
1,153.446596
7.823283
7.176307
1,145.62
Gemini-2.0-Flash-Thinking-Exp-1219
1,134.973422
1,143.818783
1,151.742627
7.923844
8.845361
1,143.82
DeepSeek-V2.5-1210
1,136.089579
1,143.661386
1,151.883714
8.222328
7.571807
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Mistral-Large-Instruct-2407
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1,142.427667
1,150.194322
7.766655
7.238375
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Gemini-1.5-Pro-002
1,134.029872
1,142.291182
1,151.271126
8.979943
8.261311
1,142.29
Grok-Beta
1,130.538604
1,137.929922
1,146.175041
8.245118
7.391319
1,137.93
DeepSeek-V2.5
1,128.622273
1,137.069557
1,144.676468
7.606911
8.447285
1,137.07
Claude-3-Opus-20240229
1,125.444596
1,133.821165
1,143.199914
9.378749
8.376569
1,133.82
Llama-3.1-70B-Instruct
1,120.381935
1,127.524104
1,134.731594
7.20749
7.14217
1,127.52
Qwen2.5-72B-Instruct
1,118.916327
1,127.135988
1,135.558881
8.422894
8.219661
1,127.14
GPT-4o-mini-2024-07-18
1,116.269413
1,124.479959
1,133.069611
8.589653
8.210545
1,124.48
Gemini-1.5-Pro-API-0514
1,116.676987
1,123.641025
1,132.599236
8.958211
6.964038
1,123.64
Qwen2.5-32B-Instruct
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1,118.881204
1,126.56537
7.684165
8.026504
1,118.88
Llama-3-70B-Instruct
1,108.813186
1,117.23671
1,125.130126
7.893416
8.423524
1,117.24
Dracarys-Llama-3.1-70B-Instruct
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1,114.933954
1,122.609647
7.675693
7.686745
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Llama-3.1-Nemotron-70B-Instruct
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1,114.452731
1,123.006199
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Llama-3-70B-Synthia-v3.5
1,099.866863
1,107.368093
1,115.42857
8.060476
7.501231
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Gemini-1.5-Flash-API-0514
1,092.668644
1,100.45467
1,108.92531
8.470639
7.786026
1,100.45
Claude-3-Sonnet-20240229
1,087.501899
1,094.899036
1,103.181434
8.282399
7.397136
1,094.9
Dracarys-72B-Instruct
1,080.372306
1,089.076212
1,096.532607
7.456395
8.703905
1,089.08
Hermes-2-Theta-Llama-3-70B
1,076.621852
1,084.791266
1,093.318209
8.526942
8.169414
1,084.79
Phi-3.1-Mini-128K-Instruct
1,069.982245
1,077.388324
1,086.136774
8.74845
7.406079
1,077.39
Hermes-2-Pro-Llama-3-70B
1,065.874491
1,073.039782
1,081.203801
8.164018
7.165292
1,073.04
Gemini-1.5-Flash-Exp-0827
1,060.643035
1,069.357269
1,077.291976
7.934707
8.714234
1,069.36
Qwen2.5-Coder-7B-Instruct
1,051.371478
1,059.660253
1,067.605447
7.945195
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1,059.66
Qwen2.5-14B-Instruct
1,050.508331
1,058.372066
1,066.251361
7.879295
7.863735
1,058.37
Qwen2-72B-Chat
1,048.169178
1,056.754921
1,064.365467
7.610547
8.585742
1,056.75
Codestral-22B-v0.1
1,048.379119
1,056.744304
1,064.881806
8.137502
8.365184
1,056.74
Gemma-2-27B-Instruct
1,042.6456
1,049.793564
1,058.149702
8.356138
7.147963
1,049.79
Mixtral-8x22B-Instruct
1,040.920301
1,048.44911
1,056.232705
7.783596
7.528808
1,048.45
Athene-70B
1,038.088204
1,044.948817
1,052.08196
7.133143
6.860612
1,044.95
GPT-3.5-Turbo-0125
1,032.799387
1,041.974734
1,049.350038
7.375305
9.175347
1,041.97
DeepSeek-Coder-33B-Instruct
1,028.278096
1,036.200231
1,044.099003
7.898772
7.922135
1,036.2
WhiteRabbitNeo-33B-v1.5
1,026.104469
1,033.59818
1,042.66464
9.06646
7.49371
1,033.6
ReflectionCoder-DS-33B
1,019.268082
1,026.23237
1,033.887549
7.655179
6.964288
1,026.23
OpenCoder-8B-Instruct
1,017.495673
1,024.966308
1,032.381873
7.415565
7.470635
1,024.97
DeepSeek-V2-Chat
1,016.896455
1,024.854574
1,032.589007
7.734433
7.958119
1,024.85
Claude-3-Haiku-20240307
1,011.534686
1,019.826827
1,027.220113
7.393286
8.292142
1,019.83
CodeQwen1.5-7B-Chat
1,002.828368
1,010.709833
1,018.419672
7.709839
7.881465
1,010.71
GPT-4-0613
1,000.966737
1,010.064948
1,018.176744
8.111795
9.098211
1,010.06
Nxcode-CQ-7B-Orpo
1,000.117918
1,008.541154
1,017.474792
8.933638
8.423236
1,008.54
CodeGeex4-All-9B
997.30106
1,006.515468
1,015.097858
8.58239
9.214408
1,006.52
Yi-Large
997.536806
1,006.039436
1,013.964312
7.924875
8.50263
1,006.04
DeepSeek-Coder-V2-Lite-Instruct
996.497191
1,004.232683
1,012.946812
8.714129
7.735492
1,004.23
AutoCoder
988.778868
996.734628
1,004.646844
7.912216
7.95576
996.73
Mistral-Nemo-12B-Instruct
984.706906
992.935709
1,001.000567
8.064858
8.228803
992.94
Tess-v2.5.2-Qwen2-72B
982.279904
990.058056
997.83336
7.775304
7.778151
990.06
Qwen1.5-110B-Chat
973.197111
980.539885
988.897432
8.357547
7.342774
980.54
OpenCodeInterpreter-DS-6.7B
967.607124
975.956757
983.670314
7.713557
8.349633
975.96
Granite-Code-34B-Instruct
966.481054
974.648988
983.589126
8.940138
8.167934
974.65
ReflectionCoder-DS-6.7B
961.203503
969.884101
977.844663
7.960562
8.680597
969.88
Yi-Coder-9B-Chat
960.781766
969.765639
977.221223
7.455584
8.983872
969.77
Phi-3.5-Mini-Instruct
956.968017
965.653933
974.309353
8.655419
8.685917
965.65
Mistral-Small-Instruct-2409
954.160002
962.516824
971.346274
8.829449
8.356823
962.52
WaveCoder-Ultra-6.7B
954.220829
961.664126
970.001356
8.337229
7.443297
961.66
Phind-CodeLlama-34B-v2
952.63604
960.599006
968.592526
7.99352
7.962966
960.6
Command R+
948.732688
957.84784
965.737643
7.889803
9.115152
957.85
InverseCoder-CL-13B
946.425626
955.031113
963.637857
8.606744
8.605487
955.03
Artigenz-Coder-DS-6.7B
944.430151
953.499077
961.431931
7.932854
9.068926
953.5
Mistral-Small-2402
944.002856
952.440405
961.384469
8.944064
8.43755
952.44
StarCoder2-15B-Instruct-v0.1
943.57918
951.407353
959.074233
7.66688
7.828173
951.41
CodeLlama-70B-Instruct
942.362015
950.733481
959.400134
8.666654
8.371466
950.73
Codestral-Mamba
942.239651
950.279261
958.531236
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8.039611
950.28
InverseCoder-CL-7B
937.074381
944.70633
953.199131
8.492801
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Llama-3.1-8B-Instruct
936.569617
943.668488
952.654633
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943.67
Qwen2.5-7B-Instruct
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942.392436
950.848455
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ReflectionCoder-CL-34B
927.201676
935.863447
944.430019
8.566572
8.661771
935.86
Magicoder-S-DS-6.7B
924.250242
932.919819
940.700113
7.780294
8.669577
932.92
Phi-3-Medium-128K-Instruct
924.145904
932.54668
940.365751
7.819072
8.400775
932.55
InverseCoder-DS-6.7B
924.135773
932.053539
940.89841
8.84487
7.917766
932.05
C4AI-Command-R-Plus-08-2024
922.524778
931.430364
939.301619
7.871254
8.905587
931.43
C4AI-Command-R-08-2024
922.580074
931.045385
939.396429
8.351045
8.46531
931.05
DeepSeek-Coder-6.7B-Instruct
920.639913
928.304319
936.894929
8.590609
7.664406
928.3
Qwen2-57B-A14B
910.263582
917.141555
924.782303
7.640747
6.877973
917.14
Qwen1.5-72B-Chat
907.568135
916.600512
924.127395
7.526883
9.032377
916.6
Phi-3-Small-128K-Instruct
900.97499
909.934278
918.630153
8.695875
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