model
stringlengths 8
39
| lower
float64 440
1.23k
| rating
float64 464
1.23k
| upper
float64 487
1.24k
| error_y
float64 7.25
30.2
| error_y_minus
float64 7.22
33.8
| rating_rounded
float64 464
1.23k
|
|---|---|---|---|---|---|---|
GPT-4-Turbo-2024-04-09 | 1,225.842078 | 1,234.982157 | 1,244.313059 | 9.330903 | 9.140079 | 1,234.98 |
GPT-4o-2024-08-06 | 1,218.690412 | 1,227.47634 | 1,237.513773 | 10.037432 | 8.785928 | 1,227.48 |
Qwen2.5-Coder-32B-Instruct | 1,212.77278 | 1,222.505361 | 1,231.274856 | 8.769495 | 9.732581 | 1,222.51 |
DeepSeek-Coder-V2-Instruct (2024-07-24) | 1,209.077384 | 1,218.726258 | 1,227.536605 | 8.810346 | 9.648874 | 1,218.73 |
Claude-3.5-Sonnet-20241022 | 1,201.965765 | 1,210.610183 | 1,219.609321 | 8.999139 | 8.644417 | 1,210.61 |
Claude-3.5-Haiku-20241022 | 1,200.549853 | 1,209.12043 | 1,216.988005 | 7.867576 | 8.570576 | 1,209.12 |
DeepSeek-V2-Chat (2024-06-28) | 1,197.390014 | 1,205.373576 | 1,214.333345 | 8.959769 | 7.983562 | 1,205.37 |
Claude-3.5-Sonnet-20240620 | 1,196.121626 | 1,203.68863 | 1,212.440384 | 8.751754 | 7.567004 | 1,203.69 |
Gemini-1.5-Pro-Exp-0827 | 1,193.805502 | 1,202.104128 | 1,211.528853 | 9.424726 | 8.298626 | 1,202.1 |
o1-Preview-2024-09-12 (temperature=1) | 1,173.447071 | 1,183.120604 | 1,192.162516 | 9.041912 | 9.673532 | 1,183.12 |
DeepSeek-Coder-V2-Instruct | 1,173.771727 | 1,183.015854 | 1,191.845148 | 8.829294 | 9.244127 | 1,183.02 |
Gemini-1.5-Pro-Exp-0801 | 1,166.441363 | 1,175.372891 | 1,183.878925 | 8.506035 | 8.931528 | 1,175.37 |
GPT-4o-2024-05-13 | 1,162.285768 | 1,171.099456 | 1,178.345202 | 7.245747 | 8.813687 | 1,171.1 |
Llama-3.1-405B-Instruct | 1,159.306469 | 1,167.452348 | 1,176.601382 | 9.149034 | 8.145879 | 1,167.45 |
Mistral-Large-Instruct-2407 | 1,156.160878 | 1,164.840822 | 1,173.383673 | 8.542851 | 8.679944 | 1,164.84 |
o1-Mini-2024-09-12 (temperature=1) | 1,156.620231 | 1,164.665357 | 1,172.973371 | 8.308014 | 8.045125 | 1,164.67 |
Gemini-1.5-Pro-002 | 1,153.977983 | 1,162.44483 | 1,171.508754 | 9.063923 | 8.466847 | 1,162.44 |
DeepSeek-V2.5 | 1,149.694906 | 1,157.795741 | 1,167.211923 | 9.416182 | 8.100835 | 1,157.8 |
Llama-3.1-70B-Instruct | 1,149.150194 | 1,157.392651 | 1,165.24401 | 7.851359 | 8.242457 | 1,157.39 |
Grok-Beta | 1,149.747007 | 1,156.965445 | 1,165.578745 | 8.6133 | 7.218438 | 1,156.97 |
Claude-3-Opus-20240229 | 1,145.224638 | 1,154.129678 | 1,162.554387 | 8.424708 | 8.905041 | 1,154.13 |
Qwen2.5-72B-Instruct | 1,140.782559 | 1,149.254947 | 1,157.824126 | 8.569178 | 8.472389 | 1,149.25 |
GPT-4o-mini-2024-07-18 | 1,137.67927 | 1,145.968203 | 1,154.948052 | 8.979849 | 8.288933 | 1,145.97 |
Gemini-1.5-Pro-API-0514 | 1,136.156344 | 1,143.856154 | 1,152.101928 | 8.245774 | 7.699811 | 1,143.86 |
Qwen2.5-32B-Instruct | 1,131.288212 | 1,139.921598 | 1,148.196458 | 8.274861 | 8.633386 | 1,139.92 |
Llama-3-70B-Instruct | 1,129.434423 | 1,137.855058 | 1,146.531493 | 8.676434 | 8.420635 | 1,137.86 |
Dracarys-Llama-3.1-70B-Instruct | 1,126.73821 | 1,135.84067 | 1,144.921752 | 9.081082 | 9.10246 | 1,135.84 |
Llama-3.1-Nemotron-70B-Instruct | 1,127.750448 | 1,135.641245 | 1,144.04173 | 8.400484 | 7.890797 | 1,135.64 |
Llama-3-70B-Synthia-v3.5 | 1,118.686319 | 1,126.848443 | 1,135.501002 | 8.652559 | 8.162123 | 1,126.85 |
Gemini-1.5-Flash-API-0514 | 1,113.428565 | 1,121.027718 | 1,129.101369 | 8.07365 | 7.599153 | 1,121.03 |
Claude-3-Sonnet-20240229 | 1,106.73861 | 1,114.608619 | 1,124.073386 | 9.464767 | 7.870008 | 1,114.61 |
Dracarys-72B-Instruct | 1,101.285357 | 1,109.289091 | 1,117.870972 | 8.581882 | 8.003734 | 1,109.29 |
Hermes-2-Theta-Llama-3-70B | 1,096.553399 | 1,105.244699 | 1,113.971194 | 8.726495 | 8.691301 | 1,105.24 |
Phi-3.1-Mini-128K-Instruct | 1,089.659893 | 1,098.35535 | 1,106.141859 | 7.786509 | 8.695457 | 1,098.36 |
Hermes-2-Pro-Llama-3-70B | 1,085.439237 | 1,092.808933 | 1,101.149607 | 8.340674 | 7.369695 | 1,092.81 |
Gemini-1.5-Flash-Exp-0827 | 1,082.319038 | 1,089.974752 | 1,099.554947 | 9.580195 | 7.655714 | 1,089.97 |
Qwen2.5-14B-Instruct | 1,070.36568 | 1,079.852873 | 1,088.716678 | 8.863804 | 9.487193 | 1,079.85 |
Qwen2.5-Coder-7B-Instruct | 1,070.088211 | 1,079.714469 | 1,087.895156 | 8.180687 | 9.626258 | 1,079.71 |
Qwen2-72B-Chat | 1,067.877752 | 1,076.989104 | 1,086.327321 | 9.338217 | 9.111352 | 1,076.99 |
Codestral-22B-v0.1 | 1,068.701286 | 1,076.817236 | 1,084.587273 | 7.770037 | 8.11595 | 1,076.82 |
Gemma-2-27B-Instruct | 1,060.547699 | 1,069.492776 | 1,076.919419 | 7.426644 | 8.945077 | 1,069.49 |
Mixtral-8x22B-Instruct | 1,058.256036 | 1,067.156094 | 1,075.579107 | 8.423013 | 8.900058 | 1,067.16 |
Athene-70B | 1,057.584915 | 1,065.221894 | 1,073.382964 | 8.161069 | 7.63698 | 1,065.22 |
GPT-3.5-Turbo-0125 | 1,055.698821 | 1,063.685571 | 1,071.876484 | 8.190913 | 7.986749 | 1,063.69 |
DeepSeek-Coder-33B-Instruct | 1,047.807641 | 1,055.912145 | 1,063.825232 | 7.913086 | 8.104504 | 1,055.91 |
WhiteRabbitNeo-33B-v1.5 | 1,045.051457 | 1,054.524775 | 1,062.205739 | 7.680964 | 9.473318 | 1,054.52 |
ReflectionCoder-DS-33B | 1,039.476566 | 1,047.382883 | 1,056.220493 | 8.837611 | 7.906317 | 1,047.38 |
DeepSeek-V2-Chat | 1,037.686623 | 1,045.837936 | 1,054.389994 | 8.552058 | 8.151313 | 1,045.84 |
Claude-3-Haiku-20240307 | 1,030.050333 | 1,037.88926 | 1,045.844216 | 7.954955 | 7.838928 | 1,037.89 |
GPT-4-0613 | 1,020.134504 | 1,028.820249 | 1,036.750101 | 7.929852 | 8.685745 | 1,028.82 |
CodeQwen1.5-7B-Chat | 1,019.068943 | 1,028.273253 | 1,036.361806 | 8.088552 | 9.204311 | 1,028.27 |
Yi-Large | 1,018.221215 | 1,027.535868 | 1,036.497552 | 8.961685 | 9.314652 | 1,027.54 |
Nxcode-CQ-7B-Orpo | 1,018.170131 | 1,027.472468 | 1,035.430126 | 7.957658 | 9.302337 | 1,027.47 |
DeepSeek-Coder-V2-Lite-Instruct | 1,016.930865 | 1,025.686102 | 1,033.557504 | 7.871402 | 8.755236 | 1,025.69 |
CodeGeex4-All-9B | 1,016.194816 | 1,025.169727 | 1,033.577277 | 8.40755 | 8.974911 | 1,025.17 |
AutoCoder | 1,008.453711 | 1,016.415768 | 1,024.273347 | 7.85758 | 7.962057 | 1,016.42 |
Mistral-Nemo-12B-Instruct | 1,003.682836 | 1,012.520807 | 1,021.320556 | 8.799749 | 8.837971 | 1,012.52 |
Tess-v2.5.2-Qwen2-72B | 1,002.419433 | 1,010.432222 | 1,019.022648 | 8.590425 | 8.012789 | 1,010.43 |
Qwen1.5-110B-Chat | 992.556848 | 1,000.84659 | 1,010.094079 | 9.247489 | 8.289742 | 1,000.85 |
OpenCodeInterpreter-DS-6.7B | 984.238949 | 993.432947 | 1,001.408766 | 7.975819 | 9.193998 | 993.43 |
Phi-3.5-Mini-Instruct | 984.90927 | 993.379547 | 1,002.040176 | 8.660629 | 8.470276 | 993.38 |
Granite-Code-34B-Instruct | 983.511947 | 991.979371 | 1,000.163596 | 8.184224 | 8.467424 | 991.98 |
ReflectionCoder-DS-6.7B | 981.653601 | 989.95459 | 997.49153 | 7.536939 | 8.300989 | 989.95 |
Yi-Coder-9B-Chat | 978.346357 | 986.650872 | 995.173008 | 8.522136 | 8.304514 | 986.65 |
Mistral-Small-Instruct-2409 | 975.303526 | 983.240119 | 991.309796 | 8.069677 | 7.936593 | 983.24 |
WaveCoder-Ultra-6.7B | 971.39122 | 980.591886 | 990.164752 | 9.572867 | 9.200666 | 980.59 |
Phind-CodeLlama-34B-v2 | 969.495314 | 978.162529 | 986.528695 | 8.366166 | 8.667215 | 978.16 |
Command R+ | 965.765012 | 974.830236 | 983.913483 | 9.083247 | 9.065224 | 974.83 |
InverseCoder-CL-13B | 964.14824 | 972.618761 | 981.522558 | 8.903797 | 8.470521 | 972.62 |
Artigenz-Coder-DS-6.7B | 963.644091 | 972.426601 | 981.283337 | 8.856736 | 8.78251 | 972.43 |
Mistral-Small-2402 | 963.012534 | 971.112556 | 980.573609 | 9.461053 | 8.100022 | 971.11 |
Codestral-Mamba | 960.411288 | 969.223761 | 978.660354 | 9.436593 | 8.812472 | 969.22 |
CodeLlama-70B-Instruct | 959.403159 | 968.034977 | 976.802757 | 8.76778 | 8.631819 | 968.03 |
StarCoder2-15B-Instruct-v0.1 | 958.892875 | 967.767629 | 977.002564 | 9.234936 | 8.874754 | 967.77 |
Qwen2.5-7B-Instruct | 955.575562 | 964.611498 | 973.491265 | 8.879767 | 9.035936 | 964.61 |
InverseCoder-CL-7B | 953.805201 | 962.952205 | 972.262045 | 9.309839 | 9.147004 | 962.95 |
Llama-3.1-8B-Instruct | 952.995429 | 961.951767 | 971.15522 | 9.203453 | 8.956338 | 961.95 |
ReflectionCoder-CL-34B | 944.513837 | 953.681217 | 962.695161 | 9.013944 | 9.16738 | 953.68 |
Magicoder-S-DS-6.7B | 942.562572 | 951.400772 | 961.412324 | 10.011553 | 8.8382 | 951.4 |
Phi-3-Medium-128K-Instruct | 942.236258 | 951.323324 | 958.968943 | 7.645619 | 9.087066 | 951.32 |
C4AI-Command-R-Plus-08-2024 | 941.919544 | 951.182311 | 960.6105 | 9.428189 | 9.262768 | 951.18 |
InverseCoder-DS-6.7B | 941.402648 | 950.835508 | 958.92793 | 8.092422 | 9.43286 | 950.84 |
C4AI-Command-R-08-2024 | 941.866235 | 950.822503 | 961.354572 | 10.532069 | 8.956268 | 950.82 |
DeepSeek-Coder-6.7B-Instruct | 937.172992 | 945.733272 | 954.725785 | 8.992513 | 8.56028 | 945.73 |
Qwen2-57B-A14B | 927.087033 | 936.179906 | 945.111809 | 8.931903 | 9.092873 | 936.18 |
Qwen1.5-72B-Chat | 926.059671 | 935.467832 | 944.120856 | 8.653024 | 9.408161 | 935.47 |
Phi-3-Small-128K-Instruct | 920.369151 | 929.760197 | 938.92085 | 9.160653 | 9.391045 | 929.76 |
Qwen2-7B-Instruct | 918.644631 | 927.641089 | 935.817319 | 8.17623 | 8.996458 | 927.64 |
OpenChat-3.6-8B-20240522 | 914.089186 | 923.818102 | 932.409564 | 8.591461 | 9.728917 | 923.82 |
Yi-1.5-9B-Chat | 915.362843 | 923.753013 | 933.338518 | 9.585505 | 8.39017 | 923.75 |
Granite-Code-20B-Instruct | 910.716269 | 920.550335 | 929.892869 | 9.342534 | 9.834066 | 920.55 |
Qwen1.5-32B-Chat | 900.913982 | 910.832724 | 919.57417 | 8.741446 | 9.918742 | 910.83 |
Phi-3-Mini-128K-Instruct | 899.945623 | 908.647284 | 917.681686 | 9.034402 | 8.701661 | 908.65 |
CodeGemma-7B-Instruct | 897.407057 | 905.862324 | 914.876476 | 9.014152 | 8.455267 | 905.86 |
CodeLlama-34B-Instruct | 890.035903 | 899.949673 | 909.764097 | 9.814424 | 9.91377 | 899.95 |
AutoCoder-QW-7B | 889.529975 | 898.016622 | 908.850949 | 10.834327 | 8.486647 | 898.02 |
AutoCoder-S-6.7B | 884.486307 | 893.186941 | 902.221136 | 9.034194 | 8.700635 | 893.19 |
Gemma-2-9B-Instruct | 881.921394 | 891.615987 | 900.840085 | 9.224098 | 9.694593 | 891.62 |
ReflectionCoder-CL-7B | 875.51321 | 885.287773 | 894.457222 | 9.169449 | 9.774563 | 885.29 |
Yi-1.5-34B-Chat | 856.633038 | 865.913302 | 874.791989 | 8.878687 | 9.280265 | 865.91 |
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