model
stringlengths 8
47
| lower
float64 415
1.25k
| rating
float64 438
1.26k
| upper
float64 459
1.27k
| error_y
float64 7.08
27.5
| error_y_minus
float64 7.11
29
| rating_rounded
float64 438
1.26k
|
|---|---|---|---|---|---|---|
o1-2024-12-17 (temperature=1, reasoning=high) | 1,254.891288 | 1,262.755092 | 1,271.880738 | 9.125646 | 7.863804 | 1,262.76 |
DeepSeek-V3-Chat | 1,251.132314 | 1,259.546533 | 1,268.127197 | 8.580664 | 8.414218 | 1,259.55 |
o1-2024-12-17 (temperature=1, reasoning=low) | 1,245.53064 | 1,253.357802 | 1,262.408675 | 9.050873 | 7.827162 | 1,253.36 |
Gemini-Exp-1206 | 1,226.80178 | 1,234.911692 | 1,243.595812 | 8.68412 | 8.109912 | 1,234.91 |
Athene-V2-Chat | 1,220.558673 | 1,228.489073 | 1,236.568962 | 8.079889 | 7.9304 | 1,228.49 |
o1-2024-12-17 (temperature=1, reasoning=medium) | 1,215.418857 | 1,224.393198 | 1,232.538585 | 8.145388 | 8.97434 | 1,224.39 |
Athene-V2-Agent | 1,204.230733 | 1,213.391089 | 1,222.288609 | 8.89752 | 9.160356 | 1,213.39 |
GPT-4-Turbo-2024-04-09 | 1,203.746138 | 1,211.863193 | 1,221.047522 | 9.184329 | 8.117055 | 1,211.86 |
Qwen2.5-Coder-32B-Instruct | 1,197.693544 | 1,205.739406 | 1,213.96256 | 8.223154 | 8.045862 | 1,205.74 |
GPT-4o-2024-08-06 | 1,193.737496 | 1,202.979774 | 1,210.598985 | 7.619212 | 9.242278 | 1,202.98 |
GPT-4o-2024-11-20 | 1,193.081021 | 1,202.437719 | 1,210.050021 | 7.612301 | 9.356699 | 1,202.44 |
DeepSeek-Coder-V2-Instruct (2024-07-24) | 1,183.705128 | 1,193.044815 | 1,200.954109 | 7.909294 | 9.339687 | 1,193.04 |
Claude-3.5-Sonnet-20241022 | 1,178.910524 | 1,187.214038 | 1,195.761535 | 8.547497 | 8.303514 | 1,187.21 |
Claude-3.5-Haiku-20241022 | 1,177.661872 | 1,185.568515 | 1,193.762782 | 8.194268 | 7.906643 | 1,185.57 |
DeepSeek-V2-Chat (2024-06-28) | 1,171.724772 | 1,180.24867 | 1,188.076093 | 7.827423 | 8.523898 | 1,180.25 |
Claude-3.5-Sonnet-20240620 | 1,170.788743 | 1,179.266912 | 1,187.461322 | 8.19441 | 8.478169 | 1,179.27 |
Gemini-1.5-Pro-Exp-0827 | 1,171.234397 | 1,178.985142 | 1,187.724113 | 8.738971 | 7.750745 | 1,178.99 |
Gemini-Exp-1114 | 1,168.877899 | 1,177.07434 | 1,184.453311 | 7.378971 | 8.196441 | 1,177.07 |
Llama-3.3-70B-Instruct | 1,154.068519 | 1,162.479534 | 1,169.862709 | 7.383176 | 8.411014 | 1,162.48 |
o1-Preview-2024-09-12 (temperature=1) | 1,151.537028 | 1,159.816263 | 1,167.522461 | 7.706197 | 8.279235 | 1,159.82 |
DeepSeek-Coder-V2-Instruct | 1,148.333392 | 1,156.933445 | 1,164.359551 | 7.426106 | 8.600053 | 1,156.93 |
Gemini-2.0-Flash-Exp | 1,148.16536 | 1,156.25039 | 1,164.395219 | 8.144829 | 8.08503 | 1,156.25 |
Gemini-1.5-Pro-Exp-0801 | 1,142.118996 | 1,150.584004 | 1,158.537227 | 7.953224 | 8.465007 | 1,150.58 |
Gemini-Exp-1121 | 1,137.937427 | 1,145.974786 | 1,153.971354 | 7.996568 | 8.037359 | 1,145.97 |
GPT-4o-2024-05-13 | 1,138.018088 | 1,145.897818 | 1,154.077693 | 8.179875 | 7.879731 | 1,145.9 |
Llama-3.1-405B-Instruct | 1,133.658219 | 1,141.73781 | 1,149.796629 | 8.05882 | 8.07959 | 1,141.74 |
o1-Mini-2024-09-12 (temperature=1) | 1,133.039172 | 1,140.775002 | 1,148.916986 | 8.141984 | 7.73583 | 1,140.78 |
Gemini-2.0-Flash-Thinking-Exp-1219 | 1,132.294035 | 1,140.197681 | 1,147.781826 | 7.584146 | 7.903646 | 1,140.2 |
DeepSeek-V2.5-1210 | 1,130.808255 | 1,139.190307 | 1,146.881873 | 7.691566 | 8.382052 | 1,139.19 |
Mistral-Large-Instruct-2407 | 1,128.80087 | 1,137.966918 | 1,146.326321 | 8.359403 | 9.166047 | 1,137.97 |
Gemini-1.5-Pro-002 | 1,129.218285 | 1,137.721814 | 1,146.110079 | 8.388265 | 8.503528 | 1,137.72 |
Grok-Beta | 1,125.301565 | 1,133.424903 | 1,141.237438 | 7.812534 | 8.123338 | 1,133.42 |
DeepSeek-V2.5 | 1,124.455335 | 1,132.80254 | 1,140.870388 | 8.067847 | 8.347206 | 1,132.8 |
Claude-3-Opus-20240229 | 1,122.285176 | 1,130.13171 | 1,137.21151 | 7.0798 | 7.846534 | 1,130.13 |
Llama-3.1-70B-Instruct | 1,115.695782 | 1,123.822591 | 1,131.718784 | 7.896193 | 8.126809 | 1,123.82 |
Qwen2.5-72B-Instruct | 1,115.183156 | 1,123.06747 | 1,131.115956 | 8.048486 | 7.884314 | 1,123.07 |
GPT-4o-mini-2024-07-18 | 1,112.220947 | 1,120.362933 | 1,128.475818 | 8.112886 | 8.141986 | 1,120.36 |
Gemini-1.5-Pro-API-0514 | 1,112.586094 | 1,120.049413 | 1,127.958386 | 7.908973 | 7.463319 | 1,120.05 |
Qwen2.5-32B-Instruct | 1,105.898082 | 1,114.853843 | 1,122.929252 | 8.075409 | 8.955761 | 1,114.85 |
Llama-3-70B-Instruct | 1,105.764109 | 1,113.31601 | 1,120.923851 | 7.607841 | 7.551901 | 1,113.32 |
Dracarys-Llama-3.1-70B-Instruct | 1,103.575665 | 1,111.130397 | 1,119.066009 | 7.935612 | 7.554733 | 1,111.13 |
Llama-3.1-Nemotron-70B-Instruct | 1,102.367119 | 1,110.04548 | 1,118.548197 | 8.502717 | 7.678361 | 1,110.05 |
Llama-3-70B-Synthia-v3.5 | 1,095.631721 | 1,103.674775 | 1,111.840124 | 8.165349 | 8.043055 | 1,103.67 |
Gemini-1.5-Flash-API-0514 | 1,088.669092 | 1,096.438859 | 1,104.088478 | 7.649619 | 7.769767 | 1,096.44 |
Claude-3-Sonnet-20240229 | 1,082.987678 | 1,090.903777 | 1,098.327546 | 7.423769 | 7.916099 | 1,090.9 |
Dracarys-72B-Instruct | 1,077.275833 | 1,085.070492 | 1,092.829562 | 7.75907 | 7.794659 | 1,085.07 |
Hermes-2-Theta-Llama-3-70B | 1,073.509628 | 1,080.808058 | 1,088.603552 | 7.795493 | 7.298431 | 1,080.81 |
Phi-3.1-Mini-128K-Instruct | 1,066.459396 | 1,073.568752 | 1,081.437076 | 7.868324 | 7.109356 | 1,073.57 |
Hermes-2-Pro-Llama-3-70B | 1,060.783844 | 1,068.886276 | 1,076.601952 | 7.715676 | 8.102431 | 1,068.89 |
Gemini-1.5-Flash-Exp-0827 | 1,057.340067 | 1,065.464025 | 1,073.61223 | 8.148205 | 8.123958 | 1,065.46 |
Qwen2.5-Coder-7B-Instruct | 1,048.483085 | 1,055.830763 | 1,063.409652 | 7.578889 | 7.347678 | 1,055.83 |
Qwen2.5-14B-Instruct | 1,046.172942 | 1,053.833312 | 1,061.206566 | 7.373254 | 7.66037 | 1,053.83 |
Codestral-22B-v0.1 | 1,044.150355 | 1,052.553284 | 1,059.963321 | 7.410038 | 8.402928 | 1,052.55 |
Qwen2-72B-Chat | 1,043.961334 | 1,051.978184 | 1,060.420318 | 8.442134 | 8.01685 | 1,051.98 |
Gemma-2-27B-Instruct | 1,037.669149 | 1,046.058271 | 1,053.99042 | 7.932149 | 8.389122 | 1,046.06 |
Mixtral-8x22B-Instruct | 1,037.681079 | 1,045.139434 | 1,052.757804 | 7.61837 | 7.458355 | 1,045.14 |
Athene-70B | 1,033.4152 | 1,040.997163 | 1,049.067278 | 8.070114 | 7.581963 | 1,041 |
GPT-3.5-Turbo-0125 | 1,029.275181 | 1,037.142061 | 1,044.557733 | 7.415672 | 7.86688 | 1,037.14 |
DeepSeek-Coder-33B-Instruct | 1,025.402724 | 1,032.754906 | 1,040.980094 | 8.225187 | 7.352182 | 1,032.75 |
WhiteRabbitNeo-33B-v1.5 | 1,022.472041 | 1,029.82166 | 1,037.11647 | 7.29481 | 7.349619 | 1,029.82 |
ReflectionCoder-DS-33B | 1,015.217296 | 1,022.6785 | 1,030.341337 | 7.662837 | 7.461205 | 1,022.68 |
OpenCoder-8B-Instruct | 1,013.491048 | 1,021.073405 | 1,028.438542 | 7.365138 | 7.582356 | 1,021.07 |
DeepSeek-V2-Chat | 1,012.414382 | 1,020.366111 | 1,028.35152 | 7.985408 | 7.95173 | 1,020.37 |
Claude-3-Haiku-20240307 | 1,008.767019 | 1,016.161809 | 1,023.95117 | 7.78936 | 7.39479 | 1,016.16 |
CodeQwen1.5-7B-Chat | 999.742434 | 1,007.655317 | 1,014.77431 | 7.118993 | 7.912883 | 1,007.66 |
GPT-4-0613 | 998.39021 | 1,006.103219 | 1,014.338581 | 8.235361 | 7.713009 | 1,006.1 |
Nxcode-CQ-7B-Orpo | 995.955844 | 1,004.671764 | 1,012.440446 | 7.768681 | 8.71592 | 1,004.67 |
CodeGeex4-All-9B | 994.394588 | 1,001.77544 | 1,010.447519 | 8.672079 | 7.380852 | 1,001.78 |
Yi-Large | 992.571564 | 1,001.111981 | 1,008.892617 | 7.780636 | 8.540417 | 1,001.11 |
DeepSeek-Coder-V2-Lite-Instruct | 991.930382 | 999.874799 | 1,008.620383 | 8.745583 | 7.944417 | 999.87 |
AutoCoder | 986.054007 | 993.222279 | 1,000.456401 | 7.234122 | 7.168272 | 993.22 |
Mistral-Nemo-12B-Instruct | 981.503612 | 988.847174 | 997.48522 | 8.638046 | 7.343562 | 988.85 |
Tess-v2.5.2-Qwen2-72B | 977.683837 | 985.756446 | 993.423364 | 7.666917 | 8.072609 | 985.76 |
Qwen1.5-110B-Chat | 969.010427 | 976.831024 | 984.724202 | 7.893178 | 7.820597 | 976.83 |
OpenCodeInterpreter-DS-6.7B | 963.958005 | 971.992785 | 980.643594 | 8.650809 | 8.03478 | 971.99 |
Granite-Code-34B-Instruct | 962.409031 | 971.445722 | 979.188504 | 7.742782 | 9.036691 | 971.45 |
ReflectionCoder-DS-6.7B | 958.333238 | 966.293994 | 973.778523 | 7.484529 | 7.960756 | 966.29 |
Yi-Coder-9B-Chat | 957.850083 | 966.155517 | 973.627582 | 7.472065 | 8.305434 | 966.16 |
Phi-3.5-Mini-Instruct | 952.991963 | 961.236876 | 970.252897 | 9.016021 | 8.244913 | 961.24 |
Mistral-Small-Instruct-2409 | 951.402574 | 958.925023 | 966.769425 | 7.844403 | 7.522448 | 958.93 |
WaveCoder-Ultra-6.7B | 949.873675 | 957.878756 | 965.351941 | 7.473185 | 8.005081 | 957.88 |
Phind-CodeLlama-34B-v2 | 948.542231 | 957.152262 | 965.448875 | 8.296613 | 8.610031 | 957.15 |
Command R+ | 945.72791 | 954.199753 | 962.28676 | 8.087007 | 8.471843 | 954.2 |
InverseCoder-CL-13B | 943.115011 | 951.659176 | 959.206704 | 7.547527 | 8.544165 | 951.66 |
Artigenz-Coder-DS-6.7B | 942.155473 | 950.289705 | 959.142484 | 8.852779 | 8.134232 | 950.29 |
Mistral-Small-2402 | 939.7974 | 948.444953 | 957.182881 | 8.737928 | 8.647553 | 948.44 |
StarCoder2-15B-Instruct-v0.1 | 939.775778 | 947.89004 | 956.60909 | 8.719051 | 8.114262 | 947.89 |
Codestral-Mamba | 938.165623 | 946.681957 | 954.902925 | 8.220968 | 8.516334 | 946.68 |
CodeLlama-70B-Instruct | 938.256974 | 946.431939 | 953.988718 | 7.556779 | 8.174964 | 946.43 |
InverseCoder-CL-7B | 934.003254 | 942.03016 | 950.755611 | 8.72545 | 8.026906 | 942.03 |
Llama-3.1-8B-Instruct | 932.002903 | 939.868053 | 947.985156 | 8.117103 | 7.86515 | 939.87 |
Qwen2.5-7B-Instruct | 929.463763 | 938.58253 | 946.909953 | 8.327423 | 9.118767 | 938.58 |
ReflectionCoder-CL-34B | 923.709362 | 931.772348 | 939.638007 | 7.865659 | 8.062986 | 931.77 |
Magicoder-S-DS-6.7B | 920.707508 | 929.274879 | 938.479475 | 9.204596 | 8.567371 | 929.27 |
InverseCoder-DS-6.7B | 919.98579 | 928.837054 | 936.878535 | 8.041481 | 8.851264 | 928.84 |
Phi-3-Medium-128K-Instruct | 918.000796 | 927.888252 | 936.333858 | 8.445606 | 9.887456 | 927.89 |
C4AI-Command-R-08-2024 | 919.044678 | 927.486857 | 936.596497 | 9.109639 | 8.44218 | 927.49 |
C4AI-Command-R-Plus-08-2024 | 918.161456 | 926.70338 | 935.941632 | 9.238251 | 8.541924 | 926.7 |
DeepSeek-Coder-6.7B-Instruct | 915.599626 | 924.715933 | 932.421312 | 7.705379 | 9.116307 | 924.72 |
Qwen1.5-72B-Chat | 904.051503 | 912.752226 | 920.696311 | 7.944085 | 8.700723 | 912.75 |
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