model
stringlengths 5
47
| lower
float64 415
1.25k
| rating
float64 437
1.26k
| upper
float64 458
1.27k
| error_y
float64 6.32
23.4
| error_y_minus
float64 6.86
28.4
| rating_rounded
float64 437
1.26k
|
|---|---|---|---|---|---|---|
o1-2024-12-17 (temperature=1, reasoning=high) | 1,253.623022 | 1,261.871797 | 1,270.882241 | 9.010444 | 8.248775 | 1,261.87 |
DeepSeek-V3-Chat | 1,249.866782 | 1,258.509925 | 1,267.473177 | 8.963252 | 8.643143 | 1,258.51 |
o1-2024-12-17 (temperature=1, reasoning=low) | 1,244.588865 | 1,253.201957 | 1,261.844848 | 8.642891 | 8.613092 | 1,253.2 |
Gemini-Exp-1206 | 1,226.077654 | 1,233.637422 | 1,241.528738 | 7.891316 | 7.559767 | 1,233.64 |
Athene-V2-Chat | 1,218.808458 | 1,227.60959 | 1,237.083326 | 9.473736 | 8.801132 | 1,227.61 |
o1-2024-12-17 (temperature=1, reasoning=medium) | 1,214.28995 | 1,223.015002 | 1,231.486239 | 8.471237 | 8.725052 | 1,223.02 |
Athene-V2-Agent | 1,202.929673 | 1,211.650582 | 1,220.141181 | 8.490599 | 8.720909 | 1,211.65 |
GPT-4-Turbo-2024-04-09 | 1,201.958612 | 1,210.748374 | 1,218.582723 | 7.834349 | 8.789762 | 1,210.75 |
Qwen2.5-Coder-32B-Instruct | 1,196.016906 | 1,205.385753 | 1,212.696859 | 7.311107 | 9.368846 | 1,205.39 |
GPT-4o-2024-08-06 | 1,193.860708 | 1,202.380746 | 1,210.090906 | 7.71016 | 8.520039 | 1,202.38 |
GPT-4o-2024-11-20 | 1,192.134336 | 1,200.790522 | 1,209.749026 | 8.958504 | 8.656187 | 1,200.79 |
DeepSeek-Coder-V2-Instruct (2024-07-24) | 1,182.312591 | 1,191.045165 | 1,199.093312 | 8.048146 | 8.732575 | 1,191.05 |
Claude-3.5-Sonnet-20241022 | 1,178.258426 | 1,186.353889 | 1,193.837195 | 7.483307 | 8.095463 | 1,186.35 |
Claude-3.5-Haiku-20241022 | 1,176.800085 | 1,184.625161 | 1,193.358217 | 8.733056 | 7.825076 | 1,184.63 |
DeepSeek-V2-Chat (2024-06-28) | 1,171.460518 | 1,178.777282 | 1,187.137462 | 8.360181 | 7.316764 | 1,178.78 |
Claude-3.5-Sonnet-20240620 | 1,169.710415 | 1,178.329435 | 1,186.83152 | 8.502085 | 8.619019 | 1,178.33 |
Gemini-1.5-Pro-Exp-0827 | 1,169.298791 | 1,178.038193 | 1,185.394826 | 7.356632 | 8.739402 | 1,178.04 |
Gemini-Exp-1114 | 1,167.521951 | 1,175.603398 | 1,183.38951 | 7.786112 | 8.081447 | 1,175.6 |
Llama-3.3-70B-Instruct | 1,153.215053 | 1,161.105771 | 1,169.27266 | 8.166889 | 7.890719 | 1,161.11 |
o1-Preview-2024-09-12 (temperature=1) | 1,151.720648 | 1,158.837835 | 1,166.606034 | 7.768199 | 7.117187 | 1,158.84 |
DeepSeek-Coder-V2-Instruct | 1,147.445438 | 1,155.550021 | 1,164.099728 | 8.549707 | 8.104583 | 1,155.55 |
Gemini-2.0-Flash-Exp | 1,146.444905 | 1,155.136469 | 1,162.862961 | 7.726492 | 8.691564 | 1,155.14 |
Phi-4 | 1,143.690826 | 1,151.138848 | 1,158.308341 | 7.169492 | 7.448022 | 1,151.14 |
Gemini-1.5-Pro-Exp-0801 | 1,141.290066 | 1,149.03735 | 1,157.665493 | 8.628144 | 7.747284 | 1,149.04 |
Gemini-Exp-1121 | 1,136.916751 | 1,144.582473 | 1,153.09689 | 8.514417 | 7.665722 | 1,144.58 |
GPT-4o-2024-05-13 | 1,136.97075 | 1,144.571057 | 1,153.101238 | 8.53018 | 7.600307 | 1,144.57 |
Llama-3.1-405B-Instruct | 1,132.864556 | 1,140.658888 | 1,149.063353 | 8.404465 | 7.794333 | 1,140.66 |
o1-Mini-2024-09-12 (temperature=1) | 1,132.589073 | 1,140.049993 | 1,147.525306 | 7.475313 | 7.460919 | 1,140.05 |
Gemini-2.0-Flash-Thinking-Exp-1219 | 1,132.123455 | 1,139.337258 | 1,146.465844 | 7.128585 | 7.213803 | 1,139.34 |
DeepSeek-V2.5-1210 | 1,129.366965 | 1,137.926296 | 1,146.083671 | 8.157375 | 8.559331 | 1,137.93 |
Gemini-1.5-Pro-002 | 1,129.235417 | 1,136.700426 | 1,144.51371 | 7.813284 | 7.465008 | 1,136.7 |
Mistral-Large-Instruct-2407 | 1,128.869298 | 1,136.637239 | 1,145.182433 | 8.545194 | 7.767941 | 1,136.64 |
Grok-Beta | 1,125.306199 | 1,132.843268 | 1,139.234521 | 6.391253 | 7.53707 | 1,132.84 |
DeepSeek-V2.5 | 1,122.197437 | 1,131.414 | 1,139.622269 | 8.208269 | 9.216562 | 1,131.41 |
Claude-3-Opus-20240229 | 1,120.975642 | 1,129.020652 | 1,137.066748 | 8.046096 | 8.045009 | 1,129.02 |
Llama-3.1-70B-Instruct | 1,115.26844 | 1,122.817499 | 1,129.918047 | 7.100547 | 7.54906 | 1,122.82 |
Qwen2.5-72B-Instruct | 1,114.035218 | 1,121.789037 | 1,129.556705 | 7.767668 | 7.753819 | 1,121.79 |
GPT-4o-mini-2024-07-18 | 1,111.079742 | 1,119.421363 | 1,127.410792 | 7.989429 | 8.341621 | 1,119.42 |
Gemini-1.5-Pro-API-0514 | 1,111.03032 | 1,118.784593 | 1,126.324941 | 7.540348 | 7.754273 | 1,118.78 |
Qwen2.5-32B-Instruct | 1,106.200597 | 1,113.695603 | 1,121.043576 | 7.347973 | 7.495006 | 1,113.7 |
Llama-3-70B-Instruct | 1,104.881716 | 1,112.078426 | 1,119.581028 | 7.502602 | 7.196709 | 1,112.08 |
Dracarys-Llama-3.1-70B-Instruct | 1,102.36377 | 1,109.967873 | 1,117.781325 | 7.813453 | 7.604102 | 1,109.97 |
Llama-3.1-Nemotron-70B-Instruct | 1,101.47814 | 1,109.10713 | 1,117.140565 | 8.033435 | 7.62899 | 1,109.11 |
Llama-3-70B-Synthia-v3.5 | 1,094.485049 | 1,102.529949 | 1,110.303419 | 7.77347 | 8.0449 | 1,102.53 |
Gemini-1.5-Flash-API-0514 | 1,087.598608 | 1,095.43895 | 1,103.787557 | 8.348607 | 7.840342 | 1,095.44 |
Claude-3-Sonnet-20240229 | 1,080.575118 | 1,089.112923 | 1,096.88558 | 7.772657 | 8.537805 | 1,089.11 |
Dracarys-72B-Instruct | 1,076.222625 | 1,083.212468 | 1,090.940867 | 7.728399 | 6.989843 | 1,083.21 |
Hermes-2-Theta-Llama-3-70B | 1,071.551165 | 1,079.772909 | 1,087.722623 | 7.949714 | 8.221744 | 1,079.77 |
Phi-3.1-Mini-128K-Instruct | 1,064.720498 | 1,072.750405 | 1,080.517231 | 7.766827 | 8.029907 | 1,072.75 |
Hermes-2-Pro-Llama-3-70B | 1,060.337169 | 1,067.651971 | 1,074.849945 | 7.197974 | 7.314802 | 1,067.65 |
Gemini-1.5-Flash-Exp-0827 | 1,056.465629 | 1,064.319418 | 1,071.347432 | 7.028014 | 7.85379 | 1,064.32 |
Qwen2.5-Coder-7B-Instruct | 1,045.761744 | 1,054.003825 | 1,062.050949 | 8.047124 | 8.242081 | 1,054 |
Qwen2.5-14B-Instruct | 1,045.537231 | 1,053.017914 | 1,060.487788 | 7.469875 | 7.480683 | 1,053.02 |
Codestral-22B-v0.1 | 1,043.918053 | 1,051.686116 | 1,060.067796 | 8.38168 | 7.768062 | 1,051.69 |
Qwen2-72B-Chat | 1,043.250504 | 1,051.044939 | 1,059.069502 | 8.024563 | 7.794435 | 1,051.04 |
Gemma-2-27B-Instruct | 1,038.140155 | 1,045.000533 | 1,052.781885 | 7.781353 | 6.860378 | 1,045 |
Mixtral-8x22B-Instruct | 1,036.35868 | 1,044.108349 | 1,051.650341 | 7.541991 | 7.749669 | 1,044.11 |
Athene-70B | 1,031.755271 | 1,039.919687 | 1,046.24154 | 6.321853 | 8.164416 | 1,039.92 |
GPT-3.5-Turbo-0125 | 1,027.204264 | 1,035.768839 | 1,043.959318 | 8.190478 | 8.564575 | 1,035.77 |
DeepSeek-Coder-33B-Instruct | 1,022.617026 | 1,031.202527 | 1,039.515912 | 8.313385 | 8.585501 | 1,031.2 |
WhiteRabbitNeo-33B-v1.5 | 1,020.851942 | 1,028.75152 | 1,036.831135 | 8.079615 | 7.899579 | 1,028.75 |
ReflectionCoder-DS-33B | 1,012.348656 | 1,021.644311 | 1,029.354743 | 7.710432 | 9.295655 | 1,021.64 |
OpenCoder-8B-Instruct | 1,012.383672 | 1,020.042129 | 1,027.712377 | 7.670247 | 7.658457 | 1,020.04 |
DeepSeek-V2-Chat | 1,011.396991 | 1,018.817173 | 1,026.336897 | 7.519724 | 7.420182 | 1,018.82 |
Claude-3-Haiku-20240307 | 1,006.850714 | 1,014.948552 | 1,022.249781 | 7.301229 | 8.097839 | 1,014.95 |
CodeQwen1.5-7B-Chat | 998.041596 | 1,006.544268 | 1,014.555078 | 8.01081 | 8.502673 | 1,006.54 |
GPT-4-0613 | 997.481852 | 1,004.947824 | 1,013.215197 | 8.267374 | 7.465972 | 1,004.95 |
Nxcode-CQ-7B-Orpo | 996.525421 | 1,003.788657 | 1,011.214527 | 7.42587 | 7.263235 | 1,003.79 |
CodeGeex4-All-9B | 993.287183 | 1,000.684484 | 1,008.054395 | 7.369911 | 7.397301 | 1,000.68 |
Yi-Large | 992.719229 | 1,000.292743 | 1,007.963478 | 7.670734 | 7.573514 | 1,000.29 |
DeepSeek-Coder-V2-Lite-Instruct | 990.607131 | 998.843822 | 1,006.860011 | 8.016189 | 8.23669 | 998.84 |
AutoCoder | 983.764223 | 991.737492 | 999.911649 | 8.174157 | 7.973269 | 991.74 |
Mistral-Nemo-12B-Instruct | 980.539014 | 988.05923 | 995.851737 | 7.792507 | 7.520216 | 988.06 |
Tess-v2.5.2-Qwen2-72B | 976.43281 | 984.245789 | 992.182116 | 7.936327 | 7.812978 | 984.25 |
Qwen1.5-110B-Chat | 968.55761 | 975.473238 | 983.428108 | 7.95487 | 6.915628 | 975.47 |
OpenCodeInterpreter-DS-6.7B | 962.194327 | 971.049594 | 979.605243 | 8.555649 | 8.855267 | 971.05 |
Granite-Code-34B-Instruct | 961.922691 | 969.924471 | 978.847046 | 8.922575 | 8.00178 | 969.92 |
ReflectionCoder-DS-6.7B | 957.596863 | 965.158374 | 973.500256 | 8.341881 | 7.561512 | 965.16 |
Yi-Coder-9B-Chat | 957.781265 | 964.656612 | 971.731505 | 7.074893 | 6.875347 | 964.66 |
Phi-3.5-Mini-Instruct | 952.296514 | 959.814289 | 967.857734 | 8.043445 | 7.517775 | 959.81 |
Mistral-Small-Instruct-2409 | 949.997528 | 957.970077 | 965.660889 | 7.690812 | 7.972549 | 957.97 |
Phind-CodeLlama-34B-v2 | 947.971909 | 956.295877 | 963.993954 | 7.698077 | 8.323968 | 956.3 |
WaveCoder-Ultra-6.7B | 948.970779 | 956.096829 | 964.880411 | 8.783582 | 7.12605 | 956.1 |
Command R+ | 945.581612 | 953.06669 | 960.828645 | 7.761954 | 7.485078 | 953.07 |
InverseCoder-CL-13B | 940.805056 | 949.842464 | 958.931057 | 9.088593 | 9.037408 | 949.84 |
Artigenz-Coder-DS-6.7B | 940.974923 | 948.508638 | 957.095703 | 8.587065 | 7.533716 | 948.51 |
StarCoder2-15B-Instruct-v0.1 | 938.996161 | 946.790037 | 955.217691 | 8.427654 | 7.793876 | 946.79 |
Mistral-Small-2402 | 938.330426 | 946.510787 | 954.997734 | 8.486946 | 8.180362 | 946.51 |
Codestral-Mamba | 938.7252 | 945.740186 | 953.423832 | 7.683646 | 7.014986 | 945.74 |
CodeLlama-70B-Instruct | 937.144494 | 945.458918 | 953.487813 | 8.028895 | 8.314424 | 945.46 |
InverseCoder-CL-7B | 932.844375 | 940.487102 | 948.386812 | 7.89971 | 7.642727 | 940.49 |
Llama-3.1-8B-Instruct | 930.449955 | 938.622046 | 947.530729 | 8.908683 | 8.172091 | 938.62 |
Qwen2.5-7B-Instruct | 928.859898 | 937.056758 | 945.993982 | 8.937224 | 8.19686 | 937.06 |
ReflectionCoder-CL-34B | 922.345042 | 930.412726 | 938.671324 | 8.258598 | 8.067684 | 930.41 |
Magicoder-S-DS-6.7B | 918.952355 | 927.806994 | 936.189681 | 8.382687 | 8.854639 | 927.81 |
InverseCoder-DS-6.7B | 919.247964 | 927.358293 | 935.529669 | 8.171376 | 8.110328 | 927.36 |
Phi-3-Medium-128K-Instruct | 917.959617 | 926.949868 | 934.842902 | 7.893034 | 8.990251 | 926.95 |
C4AI-Command-R-08-2024 | 917.593012 | 925.957988 | 934.096554 | 8.138567 | 8.364976 | 925.96 |
C4AI-Command-R-Plus-08-2024 | 917.255348 | 925.702664 | 933.997479 | 8.294815 | 8.447316 | 925.7 |
DeepSeek-Coder-6.7B-Instruct | 914.858358 | 923.735469 | 931.702305 | 7.966836 | 8.877111 | 923.74 |