model
stringlengths 8
36
| lower
float64 625
1.23k
| rating
float64 643
1.24k
| upper
float64 661
1.26k
| error_y
float64 9.01
18
| error_y_minus
float64 9.43
18.5
| rating_rounded
float64 643
1.24k
|
|---|---|---|---|---|---|---|
GPT-4-Turbo-2024-04-09 | 1,232.844714 | 1,243.559334 | 1,255.097754 | 11.53842 | 10.71462 | 1,243.56 |
DeepSeek-V2-Chat (2024-06-28) | 1,208.71254 | 1,220.524512 | 1,231.908506 | 11.383995 | 11.811971 | 1,220.52 |
Claude-3.5-Sonnet-20240620 | 1,204.583312 | 1,215.486989 | 1,227.324601 | 11.837612 | 10.903676 | 1,215.49 |
DeepSeek-Coder-V2-Instruct | 1,189.223203 | 1,201.132433 | 1,213.529008 | 12.396575 | 11.90923 | 1,201.13 |
GPT-4o-2024-05-13 | 1,175.725194 | 1,186.652227 | 1,198.036184 | 11.383957 | 10.927033 | 1,186.65 |
Claude-3-Opus-20240229 | 1,159.516447 | 1,169.797232 | 1,181.064048 | 11.266816 | 10.280786 | 1,169.8 |
GPT-4o-mini-2024-07-18 | 1,153.172032 | 1,163.232918 | 1,174.651245 | 11.418327 | 10.060887 | 1,163.23 |
Gemini-1.5-Pro-API-0514 | 1,151.445005 | 1,161.563641 | 1,173.371794 | 11.808153 | 10.118636 | 1,161.56 |
Llama-3-70B-Instruct | 1,144.312104 | 1,154.33567 | 1,166.551271 | 12.215601 | 10.023566 | 1,154.34 |
Gemini-1.5-Flash-API-0514 | 1,125.029496 | 1,137.022553 | 1,147.492902 | 10.470349 | 11.993058 | 1,137.02 |
Claude-3-Sonnet-20240229 | 1,119.93522 | 1,130.610528 | 1,142.020816 | 11.410288 | 10.675308 | 1,130.61 |
Hermes-2-Theta-Llama-3-70B | 1,111.392431 | 1,122.137094 | 1,132.577176 | 10.440082 | 10.744663 | 1,122.14 |
Phi-3-Mini-128K-Instruct (June 2024) | 1,102.964505 | 1,114.934813 | 1,125.209283 | 10.274469 | 11.970308 | 1,114.93 |
Hermes-2-Pro-Llama-3-70B | 1,098.768976 | 1,109.80361 | 1,121.006534 | 11.202924 | 11.034634 | 1,109.8 |
Qwen2-72B-Chat | 1,083.788403 | 1,093.723534 | 1,104.303322 | 10.579788 | 9.935132 | 1,093.72 |
Codestral-22B-v0.1 | 1,082.194774 | 1,091.62946 | 1,100.993885 | 9.364425 | 9.434686 | 1,091.63 |
Gemma-2-27B-Instruct | 1,075.801085 | 1,087.425084 | 1,097.194387 | 9.769304 | 11.623999 | 1,087.43 |
Athene-70B | 1,072.182843 | 1,082.057983 | 1,093.316331 | 11.258348 | 9.87514 | 1,082.06 |
Mixtral-8x22B-Instruct | 1,072.458252 | 1,081.934076 | 1,092.444701 | 10.510625 | 9.475824 | 1,081.93 |
GPT-3.5-Turbo-0125 | 1,069.161032 | 1,081.525996 | 1,091.652842 | 10.126846 | 12.364964 | 1,081.53 |
DeepSeek-Coder-33B-Instruct | 1,060.634416 | 1,070.743476 | 1,082.55066 | 11.807183 | 10.109061 | 1,070.74 |
ReflectionCoder-DS-33B | 1,054.032694 | 1,063.949474 | 1,074.944538 | 10.995065 | 9.916779 | 1,063.95 |
DeepSeek-V2-Chat | 1,050.557832 | 1,061.943149 | 1,071.878412 | 9.935263 | 11.385317 | 1,061.94 |
Claude-3-Haiku-20240307 | 1,042.837135 | 1,053.813772 | 1,064.371949 | 10.558177 | 10.976637 | 1,053.81 |
Yi-Large | 1,035.728579 | 1,045.27152 | 1,056.042771 | 10.771251 | 9.542941 | 1,045.27 |
DeepSeek-Coder-V2-Lite-Instruct | 1,032.676049 | 1,042.70045 | 1,053.700424 | 10.999974 | 10.024401 | 1,042.7 |
GPT-4-0613 | 1,033.035012 | 1,042.694593 | 1,051.708374 | 9.013781 | 9.659581 | 1,042.69 |
CodeQwen1.5-7B-Chat | 1,032.572194 | 1,042.184292 | 1,052.885441 | 10.701149 | 9.612099 | 1,042.18 |
Nxcode-CQ-7B-Orpo | 1,032.398479 | 1,042.01277 | 1,053.476235 | 11.463465 | 9.614292 | 1,042.01 |
CodeGeex4-All-9B | 1,029.554756 | 1,040.815108 | 1,051.811793 | 10.996685 | 11.260352 | 1,040.82 |
AutoCoder | 1,020.378048 | 1,031.346864 | 1,041.037668 | 9.690805 | 10.968816 | 1,031.35 |
Qwen1.5-110B-Chat | 1,006.912466 | 1,017.648381 | 1,028.328595 | 10.680215 | 10.735914 | 1,017.65 |
OpenCodeInterpreter-DS-6.7B | 998.051236 | 1,009.419433 | 1,020.253399 | 10.833966 | 11.368197 | 1,009.42 |
ReflectionCoder-DS-6.7B | 996.580542 | 1,006.973385 | 1,017.09765 | 10.124265 | 10.392843 | 1,006.97 |
Granite-Code-34B-Instruct | 995.74876 | 1,005.562638 | 1,015.718941 | 10.156303 | 9.813878 | 1,005.56 |
WaveCoder-Ultra-6.7B | 988.468392 | 999.729077 | 1,011.310727 | 11.58165 | 11.260685 | 999.73 |
Phind-CodeLlama-34B-v2 | 980.09501 | 992.305901 | 1,001.79463 | 9.48873 | 12.21089 | 992.31 |
Artigenz-Coder-DS-6.7B | 977.056246 | 988.739403 | 999.00023 | 10.260827 | 11.683157 | 988.74 |
Command R+ | 973.813448 | 986.927868 | 997.033633 | 10.105766 | 13.114419 | 986.93 |
Mistral-Small-2402 | 972.943866 | 985.210973 | 995.576781 | 10.365807 | 12.267107 | 985.21 |
Codestral-Mamba | 973.892409 | 984.41211 | 995.40771 | 10.9956 | 10.519701 | 984.41 |
CodeLlama-70B-Instruct | 972.29619 | 983.171001 | 994.370222 | 11.199221 | 10.874811 | 983.17 |
StarCoder2-15B-Instruct-v0.1 | 970.019652 | 979.809225 | 991.39354 | 11.584316 | 9.789573 | 979.81 |
ReflectionCoder-CL-34B | 957.381767 | 968.565565 | 981.579677 | 13.014112 | 11.183798 | 968.57 |
Magicoder-S-DS-6.7B | 955.829117 | 967.604997 | 980.397535 | 12.792539 | 11.77588 | 967.6 |
Phi-3-Medium-128K-Instruct | 957.436746 | 967.593561 | 978.654195 | 11.060634 | 10.156815 | 967.59 |
DeepSeek-Coder-6.7B-Instruct | 949.944103 | 962.776598 | 974.235152 | 11.458554 | 12.832495 | 962.78 |
Qwen2-57B-A14B | 942.967504 | 953.589667 | 965.749244 | 12.159578 | 10.622163 | 953.59 |
Phi-3-Small-128K-Instruct | 939.266301 | 950.027228 | 962.380935 | 12.353707 | 10.760927 | 950.03 |
Qwen1.5-72B-Chat | 938.222846 | 949.980822 | 960.243297 | 10.262475 | 11.757976 | 949.98 |
Qwen2-7B-Instruct | 930.881795 | 942.952017 | 953.776627 | 10.82461 | 12.070222 | 942.95 |
Yi-1.5-9B-Chat | 927.131855 | 937.908137 | 948.349301 | 10.441164 | 10.776282 | 937.91 |
OpenChat-3.6-8B-20240522 | 925.806656 | 937.448443 | 949.134867 | 11.686425 | 11.641787 | 937.45 |
Granite-Code-20B-Instruct | 920.92421 | 932.138456 | 944.048381 | 11.909925 | 11.214246 | 932.14 |
Qwen1.5-32B-Chat | 913.441794 | 926.637194 | 938.720152 | 12.082958 | 13.195399 | 926.64 |
Phi-3-Mini-128K-Instruct (Old) | 912.240691 | 923.92301 | 936.399288 | 12.476278 | 11.682319 | 923.92 |
CodeGemma-7B-Instruct | 909.356085 | 920.743192 | 932.347438 | 11.604246 | 11.387107 | 920.74 |
AutoCoder-QW-7B | 903.084429 | 915.592 | 926.698824 | 11.106824 | 12.507571 | 915.59 |
CodeLlama-34B-Instruct | 898.694512 | 910.827036 | 921.667306 | 10.84027 | 12.132524 | 910.83 |
AutoCoder-S-6.7B | 896.137456 | 908.671286 | 920.501354 | 11.830068 | 12.53383 | 908.67 |
Gemma-2-9B-Instruct | 895.569809 | 906.459851 | 917.042278 | 10.582426 | 10.890043 | 906.46 |
ReflectionCoder-CL-7B | 884.217032 | 896.428612 | 908.164292 | 11.73568 | 12.211581 | 896.43 |
Yi-1.5-34B-Chat | 868.025039 | 880.295623 | 892.612677 | 12.317054 | 12.270584 | 880.3 |
Mistral-Large-2402 | 857.331972 | 869.578194 | 880.8745 | 11.296306 | 12.246222 | 869.58 |
CodeLlama-13B-Instruct | 845.814245 | 858.670452 | 871.587937 | 12.917485 | 12.856208 | 858.67 |
Llama-3-8B-Instruct | 835.545807 | 846.722121 | 858.943019 | 12.220899 | 11.176314 | 846.72 |
Yi-1.5-6B-Chat | 776.012527 | 789.78024 | 804.013709 | 14.233468 | 13.767714 | 789.78 |
Mistral-7B-Instruct-v0.3 | 768.091596 | 783.466016 | 797.061227 | 13.59521 | 15.37442 | 783.47 |
InternLM2.5-7B-Chat | 753.120638 | 768.459242 | 782.495602 | 14.036361 | 15.338603 | 768.46 |
OpenCodeInterpreter-DS-1.3B | 719.500242 | 735.207963 | 750.763312 | 15.555349 | 15.70772 | 735.21 |
CodeLlama-7B-Instruct | 703.961008 | 718.971918 | 735.630634 | 16.658716 | 15.01091 | 718.97 |
DeepSeek-Coder-1.3B-Instruct | 624.937379 | 643.465032 | 661.4652 | 18.000168 | 18.527653 | 643.47 |
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