model
stringlengths 5
47
| lower
float64 412
1.25k
| rating
float64 436
1.26k
| upper
float64 459
1.27k
| error_y
float64 6.62
23.2
| error_y_minus
float64 6.72
24.5
| rating_rounded
float64 436
1.26k
|
|---|---|---|---|---|---|---|
o1-2024-12-17 (temperature=1, reasoning=high)
| 1,252.68984
| 1,261.472282
| 1,269.598924
| 8.126642
| 8.782442
| 1,261.47
|
DeepSeek-V3-Chat
| 1,248.598046
| 1,257.448191
| 1,266.432062
| 8.983871
| 8.850145
| 1,257.45
|
o1-2024-12-17 (temperature=1, reasoning=low)
| 1,243.893184
| 1,252.173269
| 1,261.501666
| 9.328396
| 8.280085
| 1,252.17
|
Gemini-Exp-1206
| 1,225.869908
| 1,233.621527
| 1,241.219889
| 7.598362
| 7.751619
| 1,233.62
|
Athene-V2-Chat
| 1,218.845059
| 1,227.214256
| 1,235.3996
| 8.185344
| 8.369197
| 1,227.21
|
o1-2024-12-17 (temperature=1, reasoning=medium)
| 1,214.88493
| 1,222.670735
| 1,230.799804
| 8.129069
| 7.785805
| 1,222.67
|
Athene-V2-Agent
| 1,204.181009
| 1,212.029501
| 1,220.383637
| 8.354135
| 7.848493
| 1,212.03
|
GPT-4-Turbo-2024-04-09
| 1,201.089424
| 1,210.454209
| 1,218.770625
| 8.316416
| 9.364785
| 1,210.45
|
Qwen2.5-Coder-32B-Instruct
| 1,196.967385
| 1,204.527651
| 1,211.886728
| 7.359077
| 7.560266
| 1,204.53
|
GPT-4o-2024-08-06
| 1,193.192929
| 1,201.277998
| 1,210.172425
| 8.894427
| 8.085069
| 1,201.28
|
GPT-4o-2024-11-20
| 1,191.86378
| 1,200.550496
| 1,208.304258
| 7.753762
| 8.686715
| 1,200.55
|
DeepSeek-Coder-V2-Instruct (2024-07-24)
| 1,182.878339
| 1,190.770067
| 1,199.265881
| 8.495814
| 7.891728
| 1,190.77
|
Claude-3.5-Sonnet-20241022
| 1,176.951847
| 1,185.370209
| 1,193.18871
| 7.818501
| 8.418362
| 1,185.37
|
Claude-3.5-Haiku-20241022
| 1,176.160665
| 1,184.350749
| 1,191.808694
| 7.457945
| 8.190084
| 1,184.35
|
Claude-3.5-Sonnet-20240620
| 1,169.653599
| 1,178.147761
| 1,185.95642
| 7.808659
| 8.494162
| 1,178.15
|
DeepSeek-V2-Chat (2024-06-28)
| 1,170.809263
| 1,178.142688
| 1,187.060876
| 8.918188
| 7.333425
| 1,178.14
|
Gemini-1.5-Pro-Exp-0827
| 1,169.116926
| 1,177.479947
| 1,185.617339
| 8.137391
| 8.363021
| 1,177.48
|
Gemini-Exp-1114
| 1,166.144285
| 1,174.83955
| 1,182.234547
| 7.394997
| 8.695266
| 1,174.84
|
Llama-3.3-70B-Instruct
| 1,151.887752
| 1,160.357252
| 1,169.240914
| 8.883663
| 8.4695
| 1,160.36
|
o1-Preview-2024-09-12 (temperature=1)
| 1,150.357739
| 1,158.109781
| 1,166.322437
| 8.212656
| 7.752042
| 1,158.11
|
Gemini-2.0-Flash-Exp
| 1,145.717166
| 1,154.749996
| 1,164.674787
| 9.924791
| 9.03283
| 1,154.75
|
DeepSeek-Coder-V2-Instruct
| 1,146.493285
| 1,154.515369
| 1,162.680184
| 8.164816
| 8.022084
| 1,154.52
|
Phi-4
| 1,142.008013
| 1,150.586566
| 1,158.637042
| 8.050476
| 8.578553
| 1,150.59
|
Gemini-1.5-Pro-Exp-0801
| 1,140.448222
| 1,149.132436
| 1,157.380928
| 8.248492
| 8.684214
| 1,149.13
|
GPT-4o-2024-05-13
| 1,136.100924
| 1,144.399423
| 1,152.307169
| 7.907746
| 8.298499
| 1,144.4
|
Gemini-Exp-1121
| 1,135.852931
| 1,144.304493
| 1,151.837599
| 7.533106
| 8.451562
| 1,144.3
|
Llama-3.1-405B-Instruct
| 1,132.107807
| 1,139.627384
| 1,147.50489
| 7.877506
| 7.519577
| 1,139.63
|
o1-Mini-2024-09-12 (temperature=1)
| 1,131.542259
| 1,139.149156
| 1,148.07845
| 8.929295
| 7.606896
| 1,139.15
|
Gemini-2.0-Flash-Thinking-Exp-1219
| 1,130.891938
| 1,138.829806
| 1,146.255236
| 7.42543
| 7.937867
| 1,138.83
|
DeepSeek-V2.5-1210
| 1,129.007694
| 1,137.557125
| 1,145.68207
| 8.124945
| 8.549431
| 1,137.56
|
Gemini-1.5-Pro-002
| 1,128.933449
| 1,136.435757
| 1,144.373883
| 7.938126
| 7.502308
| 1,136.44
|
Mistral-Large-Instruct-2407
| 1,128.155005
| 1,136.15238
| 1,143.911955
| 7.759576
| 7.997375
| 1,136.15
|
Grok-Beta
| 1,124.11137
| 1,132.240975
| 1,139.8006
| 7.559625
| 8.129605
| 1,132.24
|
DeepSeek-V2.5
| 1,122.931258
| 1,130.619318
| 1,138.669121
| 8.049803
| 7.68806
| 1,130.62
|
Claude-3-Opus-20240229
| 1,120.062289
| 1,128.087056
| 1,134.704453
| 6.617396
| 8.024768
| 1,128.09
|
Llama-3.1-70B-Instruct
| 1,113.816814
| 1,121.771746
| 1,129.365646
| 7.593899
| 7.954933
| 1,121.77
|
Qwen2.5-72B-Instruct
| 1,113.045183
| 1,121.211649
| 1,129.639244
| 8.427595
| 8.166466
| 1,121.21
|
GPT-4o-mini-2024-07-18
| 1,110.295994
| 1,118.482709
| 1,126.892453
| 8.409744
| 8.186715
| 1,118.48
|
Gemini-1.5-Pro-API-0514
| 1,110.827451
| 1,118.279889
| 1,125.803609
| 7.52372
| 7.452437
| 1,118.28
|
Qwen2.5-32B-Instruct
| 1,104.548032
| 1,112.914788
| 1,120.239951
| 7.325163
| 8.366757
| 1,112.91
|
Llama-3-70B-Instruct
| 1,102.862575
| 1,111.853343
| 1,119.244929
| 7.391587
| 8.990768
| 1,111.85
|
Dracarys-Llama-3.1-70B-Instruct
| 1,101.162299
| 1,109.144974
| 1,116.685186
| 7.540212
| 7.982675
| 1,109.14
|
Llama-3.1-Nemotron-70B-Instruct
| 1,101.009233
| 1,108.299648
| 1,115.988771
| 7.689123
| 7.290415
| 1,108.3
|
Codestral-2501
| 1,092.707963
| 1,101.978279
| 1,109.688473
| 7.710194
| 9.270316
| 1,101.98
|
Llama-3-70B-Synthia-v3.5
| 1,093.7746
| 1,101.973945
| 1,109.624102
| 7.650157
| 8.199345
| 1,101.97
|
Gemini-1.5-Flash-API-0514
| 1,087.916808
| 1,094.718351
| 1,101.873997
| 7.155646
| 6.801543
| 1,094.72
|
Claude-3-Sonnet-20240229
| 1,081.178639
| 1,088.895283
| 1,096.898738
| 8.003455
| 7.716645
| 1,088.9
|
Dracarys-72B-Instruct
| 1,075.167877
| 1,083.053005
| 1,092.237415
| 9.184409
| 7.885128
| 1,083.05
|
Hermes-2-Theta-Llama-3-70B
| 1,071.294044
| 1,078.951497
| 1,086.372586
| 7.42109
| 7.657453
| 1,078.95
|
Phi-3.1-Mini-128K-Instruct
| 1,063.824501
| 1,071.194101
| 1,079.783772
| 8.589671
| 7.3696
| 1,071.19
|
Hermes-2-Pro-Llama-3-70B
| 1,059.961149
| 1,066.878279
| 1,075.361886
| 8.483607
| 6.91713
| 1,066.88
|
Gemini-1.5-Flash-Exp-0827
| 1,054.941982
| 1,063.16231
| 1,070.795074
| 7.632764
| 8.220328
| 1,063.16
|
Qwen2.5-Coder-7B-Instruct
| 1,045.599013
| 1,052.978604
| 1,061.810288
| 8.831684
| 7.37959
| 1,052.98
|
Qwen2.5-14B-Instruct
| 1,043.72734
| 1,051.594152
| 1,060.411818
| 8.817666
| 7.866812
| 1,051.59
|
Codestral-22B-v0.1
| 1,042.542276
| 1,050.627067
| 1,060.099725
| 9.472657
| 8.084791
| 1,050.63
|
Qwen2-72B-Chat
| 1,041.677803
| 1,049.868529
| 1,058.604342
| 8.735813
| 8.190726
| 1,049.87
|
Gemma-2-27B-Instruct
| 1,036.591445
| 1,043.860388
| 1,052.367194
| 8.506805
| 7.268943
| 1,043.86
|
Mixtral-8x22B-Instruct
| 1,035.3493
| 1,043.312209
| 1,050.642389
| 7.33018
| 7.96291
| 1,043.31
|
Athene-70B
| 1,031.75596
| 1,039.183877
| 1,046.835789
| 7.651912
| 7.427917
| 1,039.18
|
GPT-3.5-Turbo-0125
| 1,026.962178
| 1,034.583265
| 1,042.663508
| 8.080243
| 7.621086
| 1,034.58
|
DeepSeek-Coder-33B-Instruct
| 1,023.335825
| 1,030.515143
| 1,038.734992
| 8.219849
| 7.179318
| 1,030.52
|
WhiteRabbitNeo-33B-v1.5
| 1,020.501215
| 1,027.522626
| 1,035.891791
| 8.369164
| 7.021411
| 1,027.52
|
ReflectionCoder-DS-33B
| 1,012.786741
| 1,020.759568
| 1,029.02958
| 8.270012
| 7.972827
| 1,020.76
|
OpenCoder-8B-Instruct
| 1,011.660926
| 1,019.456455
| 1,026.925669
| 7.469213
| 7.795529
| 1,019.46
|
DeepSeek-V2-Chat
| 1,010.42175
| 1,017.932138
| 1,025.752866
| 7.820728
| 7.510387
| 1,017.93
|
Claude-3-Haiku-20240307
| 1,006.473519
| 1,013.846148
| 1,021.557485
| 7.711337
| 7.372629
| 1,013.85
|
CodeQwen1.5-7B-Chat
| 997.292952
| 1,005.539532
| 1,012.701007
| 7.161475
| 8.24658
| 1,005.54
|
GPT-4-0613
| 995.702712
| 1,004.053284
| 1,011.633686
| 7.580402
| 8.350572
| 1,004.05
|
Nxcode-CQ-7B-Orpo
| 995.728524
| 1,002.444754
| 1,010.963291
| 8.518537
| 6.71623
| 1,002.44
|
CodeGeex4-All-9B
| 992.264338
| 999.525972
| 1,007.175565
| 7.649593
| 7.261635
| 999.53
|
Yi-Large
| 991.281429
| 999.006305
| 1,006.165044
| 7.158739
| 7.724876
| 999.01
|
DeepSeek-Coder-V2-Lite-Instruct
| 990.222134
| 997.453977
| 1,005.386869
| 7.932892
| 7.231843
| 997.45
|
AutoCoder
| 982.760173
| 990.929307
| 998.354474
| 7.425167
| 8.169134
| 990.93
|
Mistral-Nemo-12B-Instruct
| 978.847226
| 986.447213
| 994.74819
| 8.300977
| 7.599987
| 986.45
|
Tess-v2.5.2-Qwen2-72B
| 975.123498
| 983.488145
| 991.381503
| 7.893357
| 8.364648
| 983.49
|
Qwen1.5-110B-Chat
| 967.454674
| 974.768389
| 982.829049
| 8.06066
| 7.313715
| 974.77
|
OpenCodeInterpreter-DS-6.7B
| 962.184499
| 970.020376
| 978.450568
| 8.430192
| 7.835877
| 970.02
|
Granite-Code-34B-Instruct
| 961.836141
| 969.424694
| 977.283805
| 7.859112
| 7.588553
| 969.42
|
ReflectionCoder-DS-6.7B
| 956.309043
| 964.764002
| 972.398585
| 7.634584
| 8.454958
| 964.76
|
Yi-Coder-9B-Chat
| 956.219465
| 964.454656
| 971.988362
| 7.533706
| 8.235191
| 964.45
|
Phi-3.5-Mini-Instruct
| 952.258978
| 959.395547
| 967.418647
| 8.0231
| 7.136569
| 959.4
|
Mistral-Small-Instruct-2409
| 949.081916
| 956.547225
| 965.716735
| 9.16951
| 7.465309
| 956.55
|
WaveCoder-Ultra-6.7B
| 947.831077
| 955.586085
| 963.708118
| 8.122033
| 7.755008
| 955.59
|
Phind-CodeLlama-34B-v2
| 947.549411
| 955.566029
| 963.473208
| 7.907179
| 8.016619
| 955.57
|
Command R+
| 944.711662
| 952.206871
| 960.544098
| 8.337228
| 7.495209
| 952.21
|
InverseCoder-CL-13B
| 942.050464
| 949.778686
| 957.586727
| 7.808041
| 7.728221
| 949.78
|
Artigenz-Coder-DS-6.7B
| 940.064655
| 948.213981
| 956.547592
| 8.333611
| 8.149326
| 948.21
|
Mistral-Small-2402
| 938.24738
| 946.08918
| 953.845277
| 7.756097
| 7.841801
| 946.09
|
StarCoder2-15B-Instruct-v0.1
| 938.936815
| 945.876309
| 953.621377
| 7.745068
| 6.939494
| 945.88
|
Codestral-Mamba
| 937.912743
| 945.016214
| 953.579958
| 8.563743
| 7.103471
| 945.02
|
CodeLlama-70B-Instruct
| 936.380371
| 944.637354
| 952.106582
| 7.469228
| 8.256984
| 944.64
|
InverseCoder-CL-7B
| 931.153848
| 940.157781
| 949.198857
| 9.041076
| 9.003933
| 940.16
|
Llama-3.1-8B-Instruct
| 929.684502
| 937.259718
| 945.807365
| 8.547646
| 7.575216
| 937.26
|
Qwen2.5-7B-Instruct
| 927.777219
| 935.810431
| 944.09671
| 8.286279
| 8.033213
| 935.81
|
ReflectionCoder-CL-34B
| 920.468682
| 929.501884
| 937.623703
| 8.121819
| 9.033201
| 929.5
|
Magicoder-S-DS-6.7B
| 919.069269
| 927.552705
| 935.700873
| 8.148168
| 8.483436
| 927.55
|
Phi-3-Medium-128K-Instruct
| 917.814016
| 926.572471
| 934.154524
| 7.582053
| 8.758456
| 926.57
|
InverseCoder-DS-6.7B
| 917.860051
| 926.325564
| 934.330711
| 8.005147
| 8.465513
| 926.33
|
C4AI-Command-R-08-2024
| 916.844576
| 925.466157
| 933.525523
| 8.059366
| 8.621581
| 925.47
|
C4AI-Command-R-Plus-08-2024
| 915.994043
| 924.55541
| 932.211894
| 7.656484
| 8.561366
| 924.56
|
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