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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