model
stringlengths 9
28
| lower
float64 -543.35
2.26k
| rating
float64 -438.07
2.43k
| upper
float64 -283.63
2.54k
| error_y
float64 81.4
157
| error_y_minus
float64 76.1
168
| rating_rounded
float64 -438.07
2.43k
|
|---|---|---|---|---|---|---|
GPT-4o-2024-05-13
| 2,263.104136
| 2,431.110226
| 2,541.587089
| 110.476864
| 168.00609
| 2,431.11
|
DeepSeek-Coder-V2
| 2,207.814486
| 2,358.320802
| 2,473.086508
| 114.765706
| 150.506316
| 2,358.32
|
GPT-4-Turbo-2024-04-09
| 2,144.186747
| 2,281.074551
| 2,413.346925
| 132.272374
| 136.887804
| 2,281.07
|
Gemini-1.5-Pro-API-0514
| 2,092.063697
| 2,215.878705
| 2,336.676836
| 120.798131
| 123.815009
| 2,215.88
|
Claude-3-Opus-20240229
| 2,025.257688
| 2,149.782266
| 2,287.61855
| 137.836284
| 124.524578
| 2,149.78
|
GPT-4-0613
| 1,977.013232
| 2,098.524836
| 2,217.460272
| 118.935436
| 121.511604
| 2,098.52
|
Gemini-1.5-Flash-API-0514
| 1,929.511682
| 2,046.435318
| 2,172.836774
| 126.401455
| 116.923637
| 2,046.44
|
Llama-3-70B-Instruct
| 1,870.148145
| 1,997.163056
| 2,116.081003
| 118.917947
| 127.01491
| 1,997.16
|
Qwen2-72B-Chat
| 1,850.389912
| 1,956.75284
| 2,067.286675
| 110.533835
| 106.362928
| 1,956.75
|
Claude-3-Sonnet-20240229
| 1,797.743243
| 1,904.886311
| 2,014.661242
| 109.774931
| 107.143069
| 1,904.89
|
Codestral-22B-v0.1
| 1,751.046088
| 1,870.306312
| 1,981.542382
| 111.23607
| 119.260224
| 1,870.31
|
DeepSeek-Coder-33B-Instruct
| 1,726.50456
| 1,825.305658
| 1,926.665868
| 101.36021
| 98.801098
| 1,825.31
|
OpenCodeInterpreter-DS-33B
| 1,690.202737
| 1,786.327108
| 1,893.397775
| 107.070668
| 96.12437
| 1,786.33
|
GPT-3.5-Turbo-0125
| 1,646.858642
| 1,747.806016
| 1,854.190411
| 106.384395
| 100.947374
| 1,747.81
|
Mixtral-8x22B-Instruct
| 1,600.206105
| 1,708.193322
| 1,808.742931
| 100.549609
| 107.987217
| 1,708.19
|
Claude-3-Haiku-20240307
| 1,575.306874
| 1,669.979224
| 1,770.805216
| 100.825993
| 94.672349
| 1,669.98
|
CodeLlama-70B-Instruct
| 1,535.321997
| 1,632.327325
| 1,736.715646
| 104.388322
| 97.005328
| 1,632.33
|
DeepSeek-V2-Chat
| 1,498.668356
| 1,604.050429
| 1,704.337421
| 100.286992
| 105.382073
| 1,604.05
|
Phi-3-medium-128k-instruct
| 1,465.866908
| 1,562.448959
| 1,664.354214
| 101.905255
| 96.582051
| 1,562.45
|
Magicoder-S-DS-6.7B
| 1,421.581481
| 1,527.447606
| 1,618.485613
| 91.038007
| 105.866125
| 1,527.45
|
Qwen2-57B-A14B
| 1,398.050345
| 1,494.42013
| 1,590.912413
| 96.492283
| 96.369785
| 1,494.42
|
DeepSeek-Coder-33B-Base
| 1,366.803721
| 1,460.020885
| 1,551.152923
| 91.132038
| 93.217164
| 1,460.02
|
CodeQwen1.5-7B
| 1,341.134235
| 1,425.43334
| 1,514.181049
| 88.747708
| 84.299106
| 1,425.43
|
Mixtral-8x22B-Base
| 1,304.889964
| 1,393.953325
| 1,487.275816
| 93.322491
| 89.063361
| 1,393.95
|
StarCoder2-15B-Instruct-v0.1
| 1,271.055146
| 1,364.18617
| 1,453.401461
| 89.21529
| 93.131024
| 1,364.19
|
OpenCodeInterpreter-DS-6.7B
| 1,238.13984
| 1,329.425738
| 1,440.167098
| 110.74136
| 91.285898
| 1,329.43
|
Granite-Code-34B-Instruct
| 1,198.802287
| 1,300.721331
| 1,392.731485
| 92.010154
| 101.919044
| 1,300.72
|
Qwen1.5-110B-Chat
| 1,177.669996
| 1,266.965881
| 1,352.639106
| 85.673225
| 89.295885
| 1,266.97
|
CodeLlama-70B-Base
| 1,151.708226
| 1,234.080142
| 1,330.672014
| 96.591873
| 82.371916
| 1,234.08
|
Yi-1.5-34B-Chat
| 1,111.029585
| 1,204.314738
| 1,295.992882
| 91.678145
| 93.285152
| 1,204.31
|
DeepSeek-Coder-6.7B-Instruct
| 1,082.092426
| 1,171.585067
| 1,258.601176
| 87.016109
| 89.492641
| 1,171.59
|
CodeQwen1.5-7B-Chat
| 1,055.231603
| 1,142.497133
| 1,246.114325
| 103.617192
| 87.26553
| 1,142.5
|
Llama-3-70B-Base
| 1,020.121128
| 1,107.684196
| 1,197.784834
| 90.100639
| 87.563068
| 1,107.68
|
Yi-1.5-9B-Chat
| 979.606734
| 1,077.858415
| 1,172.680376
| 94.821961
| 98.251681
| 1,077.86
|
Qwen2-7B-Instruct
| 951.556285
| 1,044.823282
| 1,132.7523
| 87.929018
| 93.266997
| 1,044.82
|
Granite-Code-20B-Instruct
| 928.589224
| 1,019.188433
| 1,102.705634
| 83.517201
| 90.599209
| 1,019.19
|
Qwen1.5-32B-Chat
| 893.003285
| 983.385791
| 1,078.835543
| 95.449752
| 90.382506
| 983.39
|
Command R+
| 857.944753
| 952.589158
| 1,047.876081
| 95.286924
| 94.644405
| 952.59
|
DeepSeek-Coder-6.7B-Base
| 824.939954
| 921.433025
| 1,017.337844
| 95.904819
| 96.493071
| 921.43
|
Mistral-Small-2402
| 800.77693
| 890.940999
| 985.519349
| 94.57835
| 90.164069
| 890.94
|
Qwen1.5-72B-Chat
| 770.926179
| 861.237279
| 954.919615
| 93.682336
| 90.3111
| 861.24
|
Yi-1.5-34B
| 737.90732
| 827.972977
| 910.999753
| 83.026775
| 90.065657
| 827.97
|
Granite-Code-8B-Instruct
| 692.280485
| 794.33685
| 879.516888
| 85.180038
| 102.056365
| 794.34
|
Phi-3-small-128k-instruct
| 672.066738
| 764.173984
| 853.060909
| 88.886926
| 92.107245
| 764.17
|
CodeGemma-7B-Instruct
| 631.722512
| 731.371807
| 824.676843
| 93.305036
| 99.649295
| 731.37
|
Granite-Code-34B-Base
| 615.380015
| 703.520152
| 791.103885
| 87.583733
| 88.140138
| 703.52
|
StarCoder2-15B
| 596.232332
| 672.311227
| 753.712324
| 81.401096
| 76.078895
| 672.31
|
Mistral-Large-2402
| 543.61056
| 640.815142
| 754.02127
| 113.206129
| 97.204582
| 640.82
|
CodeGemma-7B
| 493.70018
| 600.694761
| 712.073702
| 111.378941
| 106.994581
| 600.69
|
CodeLlama-34B-Base
| 480.566419
| 568.714637
| 664.740032
| 96.025395
| 88.148217
| 568.71
|
Llama-3-8B-Instruct
| 436.939942
| 539.383201
| 635.691825
| 96.308624
| 102.443259
| 539.38
|
Granite-Code-8B-Base
| 406.562489
| 508.961249
| 601.400113
| 92.438864
| 102.398761
| 508.96
|
CodeLlama-34B-Instruct
| 371.393275
| 468.43355
| 564.256107
| 95.822557
| 97.040275
| 468.43
|
Yi-1.5-9B
| 335.61575
| 439.419357
| 525.569316
| 86.149959
| 103.803607
| 439.42
|
Yi-1.5-6B-Chat
| 308.980581
| 402.288793
| 501.945911
| 99.657118
| 93.308212
| 402.29
|
CodeLlama-13B-Base
| 271.914443
| 364.3475
| 452.225392
| 87.877892
| 92.433057
| 364.35
|
CodeLlama-13B-Instruct
| 217.109849
| 329.978453
| 432.475055
| 102.496601
| 112.868605
| 329.98
|
Granite-Code-3B-Instruct
| 188.54016
| 289.63587
| 400.342008
| 110.706138
| 101.095709
| 289.64
|
OpenCodeInterpreter-DS-1.3B
| 147.033901
| 254.181406
| 364.888381
| 110.706976
| 107.147505
| 254.18
|
DeepSeek-Coder-1.3B-Instruct
| 106.207414
| 215.375411
| 307.448542
| 92.073132
| 109.167997
| 215.38
|
Llama-3-8B-Base
| 63.201632
| 175.538444
| 280.215309
| 104.676865
| 112.336812
| 175.54
|
CodeLlama-7B-Base
| 32.62599
| 132.164589
| 239.372075
| 107.207486
| 99.5386
| 132.16
|
StarCoder2-7B
| -4.371009
| 90.062477
| 201.728546
| 111.666069
| 94.433486
| 90.06
|
Yi-1.5-6B
| -60.361038
| 48.835044
| 156.1467
| 107.311655
| 109.196082
| 48.84
|
Mistral-7B-Instruct-v0.3
| -102.923692
| 0.454658
| 104.770652
| 104.315993
| 103.37835
| 0.45
|
CodeLlama-7B-Instruct
| -158.385578
| -49.040558
| 65.729504
| 114.770061
| 109.345021
| -49.04
|
Granite-Code-20B-Base
| -221.972388
| -99.771847
| 22.076927
| 121.848774
| 122.200541
| -99.77
|
CodeGemma-2B
| -272.92854
| -153.618711
| -24.70736
| 128.911351
| 119.309829
| -153.62
|
Mistral-7B-v0.3
| -333.343609
| -214.30952
| -80.001419
| 134.308102
| 119.034088
| -214.31
|
DeepSeek-Coder-1.3B-Base
| -403.673737
| -277.008333
| -120.162062
| 156.846271
| 126.665404
| -277.01
|
StarCoder2-3B
| -473.715143
| -349.277936
| -212.949138
| 136.328798
| 124.437207
| -349.28
|
Granite-Code-3B-Base
| -543.345385
| -438.070598
| -283.62992
| 154.440678
| 105.274787
| -438.07
|
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