model_id,aa_intelligence_index,aa_lcr,aider_polyglot_diff,aider_polyglot_whole,aime_2024,aime_2025,aime_2026,alpacaeval_2,arc_agi_1,arc_agi_2,arena_hard,artifactsbench,babyvision,beyond_aime,bfcl,bfcl_v3,bigbench_hard,bigcodebench,bird_sql,browsecomp,browsecomp_long_context_128k,browsecomp_zh,brumo_2025,bullshit_pushback,c_eval,charxiv_descriptive,charxiv_reasoning,chatbot_arena_elo,chinese_simpleqa,cluewsc,cmimc_2025,cnmo_2024,codeforces_rating,collie,complexfuncbench,critpt,cybergym,deepsearchqa_acc,drop,erqa,facts_grounding,factscore,finance_agent,finsearchcomp_global,frames,frontiermath,frontiermath_tier4,gaia,gdpval_aa_elo,global_piqa,gpqa_diamond,gpqa_main,graphwalks_bfs_0k_128k,graphwalks_parents_0k_128k,gsm8k,healthbench,hle,hle_text,hle_tools,hmmt_feb_2025,hmmt_feb_2026,hmmt_nov_2025,humaneval,ifbench,ifeval,imo_answerbench,infobench,internal_api_if_hard,livebench,livecodebench,longbench_v2,longfact_concepts,longfact_objects,math,math_500,matharena_apex_2025,mathvision,mathvista,mbpp_plus,mcpatlas,mcpmark,mgsm,mmlu_pro,mmmlu,mmmu,mmmu_pro,mrcr_v1,mrcr_v2,mrcr_v2_2needle_128k,mrcr_v2_8needle,mt_aime_2024,multi_if,multi_swe_bench,multichallenge,multichallenge_o3mini_grader,multipl_e_avg,nl2repo_bench,ojbench,omnidocbench,omnidocbench_1.5,osworld,popqa,repoqa,safety,scicode,screenspot_pro,simpleqa,simpleqa_verified,smt_2025,supergpqa,swe_bench_multilingual,swe_bench_pro,swe_bench_verified,swelancer,swelancer_freelance_dollars,tau2_bench_airline,tau2_bench_retail,tau2_bench_telecom,tau3_bench,tau_bench_airline,tau_bench_retail,terminal_bench,terminal_bench_1,terminal_bench_hard,toolathlon,truthfulqa,usamo_2025,vending_bench_2,vibe_eval,video_mme,video_mmmu,widesearch,xbench_deepsearch
claude-3.5-sonnet,,,45.3,,16.0,,,,,,,,,,,,93.1,,,,,,,,76.7,,,,51.3,85.4,,13.1,717.0,,,,,,88.3,,,,,,72.5,,,,,,65.0,65.0,,,96.4,,,,,,,,81.7,,86.5,,93.9,,,36.3,41.0,,,78.3,78.3,,,67.7,,,,91.6,78.0,82.1,70.4,,,,,,,,,,,,,,,,,,,,,,28.4,,,,,,50.8,,,,,,,48.8,71.5,,,,,,,,,,,,
claude-3.7-sonnet,,,,,23.3,54.8,,,28.6,0.7,63.9,,,,,,,,,,,,65.83,54.72,,,,1372.0,,,,,,,,,,,,,,,,,,3.1,,,,,78.2,84.8,,,,,,,,31.7,,,,,90.8,,,,,52.6,,,,,82.2,,,,,,,,,85.9,75.0,,,,,,80.0,,,,,,,,,,,,,,,,,,56.6,,,,62.3,,,,,,,58.4,81.2,35.2,35.2,,,,3.65,,,,,,
claude-haiku-4.5,,,,,,96.3,,,47.7,4.0,,,,,,,,,,,,,,87.27,,,,,,,,,,,,,,,,,,,,,,,,,,,73.0,73.0,,,,,,,,,,,,,,,,,61.0,,,,,,,,,,,,,,,83.0,73.2,,,,,,,,,,,,,,,,50.7,,,,,,,,,,,39.45,73.3,,,63.6,83.2,83.0,,,,41.0,,,,,,,,,,,
claude-opus-4,,,,,,75.5,,,35.7,8.6,59.7,,,,,,,,,,,,,32.73,,,,,,,,,,,,0.3,,,,,,,,,,4.5,,,,,79.6,79.6,,,,,7.1,,,15.9,,,,,89.7,,,,,47.4,,,,,94.4,,,,,,,,86.6,88.8,76.5,,,,,,,,,,,,,,,,,,,,,,22.8,,,,,,72.5,,,,,,,59.6,81.4,43.2,39.0,,,,,,,,,,
claude-opus-4.1,,,,,,78.0,,,,,,,,,,,,,,,,,,40.0,,,,,,,,,,,,,,,,,,,,,,5.9,,,,,80.9,80.9,,,,,,,,,,,,,,,,,61.4,,,,,,,,,,,,,,,89.5,77.1,,,,,,,,,,,,,,,,44.4,,,,,,,,,,,22.7,74.5,,,,,,,56.0,82.4,43.3,43.8,,,,,,,,,,
claude-opus-4.5,,71.3,92.4,,,92.8,93.3,,84.0,37.6,,68.5,16.2,69.0,,,,,,67.8,,62.4,,90.91,,92.7,67.2,1469.0,,,,,1701.0,79.8,,,50.6,76.1,,48.3,,91.1,58.8,,84.7,20.7,,,1416.0,91.6,87.0,87.0,92.0,96.2,,36.3,30.8,43.2,43.2,92.9,,91.7,,58.0,90.9,78.5,,,76.0,84.8,64.4,98.8,99.0,,,1.6,77.1,80.6,,62.3,42.3,,89.3,90.8,80.7,70.6,,,,56.2,,,52.8,54.2,,,43.2,54.6,,0.123,66.3,,,,49.5,45.7,,48.6,,70.6,77.5,55.4,80.9,56.1,,,88.9,98.2,,,88.9,59.3,,,43.5,,,4967.06,70.3,77.6,84.4,76.2,
claude-opus-4.6,53.0,71.0,,,,95.6,95.6,,93.0,68.8,,,14.8,,,,,,,83.7,,,,92.73,,,61.5,1496.0,76.4,,,,,,,12.6,73.8,80.6,,,,,60.1,,,40.7,,,1606.0,,91.3,91.3,,,,,40.0,53.1,,,96.2,96.3,,53.0,,75.3,,,,88.8,,,,,,34.5,71.2,,,75.8,56.7,,89.1,91.1,,73.9,92.9,84.0,,93.0,,,,,,,49.8,60.3,,,72.7,,,,52.0,,,46.2,,,77.8,53.4,80.8,,,,91.9,99.3,72.4,,,65.4,,,47.2,,42.3,8017.59,,,,,
claude-opus-4.7,,,,,,,,,92.0,75.8,,,,,,,,,,79.3,,,,80.0,,,82.1,,,,,,,,,,73.1,,,,,,64.4,,,43.8,22.9,,,,94.2,94.2,,,,,46.9,54.7,,,,,,,,,,,,,,,,,,,,,,77.3,,,,91.5,,,,,,,,,,,,,,,,,78.0,,,,,,,,,,,64.3,87.6,,,,,,,,,69.4,,,,,,,,,,,
claude-sonnet-4,57.0,65.0,,,43.4,70.5,,,40.0,5.9,51.6,57.3,,,,,,,,12.2,,29.1,,25.45,,,,,,,,,,,,,,,,,,,,42.0,,,,68.3,,,75.4,75.4,,,,,5.8,,,15.9,,,,55.0,87.6,,,,,66.0,,,,,94.0,,,,,,,,84.0,86.5,74.4,,,,,,,,35.7,,,,,,,,,,,,40.0,,15.9,,,,56.9,42.7,72.7,,,63.0,83.8,49.6,,60.0,80.5,35.5,36.4,30.0,,,,,,,,,64.6
claude-sonnet-4.5,63.0,66.0,82.2,,,87.0,82.5,,70.9,13.6,,61.5,,57.0,,,,,,43.9,,42.4,90.83,65.45,,,68.5,,,,66.88,,1480.0,77.3,,,,36.3,,,,90.6,54.5,60.8,78.7,,,71.2,1276.0,90.1,83.4,83.4,80.5,99.0,,44.2,17.7,32.0,,79.2,,81.7,,57.0,,65.8,,,67.9,64.0,62.0,98.5,98.8,,,1.56,,,,43.8,32.1,,88.2,89.1,77.8,63.4,,47.1,,47.1,,,44.3,57.3,,,39.9,30.4,0.145,0.145,61.4,,,,44.7,36.2,,29.3,83.96,65.5,68.0,48.4,77.2,45.7,,70.0,86.2,98.0,,70.0,86.2,50.0,51.0,33.3,38.9,,,3839.0,,,77.8,65.1,66.0
claude-sonnet-4.6,,,,,,95.6,,,86.5,58.3,,,,,,,,,,74.7,,,,94.55,,,,,,,,,,,,,65.2,,,,,,63.3,,,32.4,,,1633.0,,89.9,89.9,,,,,33.2,49.0,,,,,,,,,,,,,,,,,,,,,,61.3,,,,89.3,,74.5,,84.9,,,,,,,,,,,,,72.5,,,,47.0,,,,,,,,79.6,,,,91.7,97.9,,,,59.1,,,,,,7204.14,,,,,
command-a,,,,,,,,,,,,,,,63.8,,,45.4,59.5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,50.8,,,,,,,,,,,82.9,,89.7,,94.9,,,26.9,,,,80.0,82.0,,,,86.2,,,,68.9,,,,,,,,,,,,,73.1,,,,,,,92.6,,,,,,,,,,26.8,,,,,,,,,,,,,,,,,,,,
deepseek-r1,,,53.3,71.6,79.8,70.0,,87.6,18.3,1.3,92.3,,,42.4,,,,,,8.9,,35.7,80.83,12.73,91.8,,,1398.0,63.7,92.8,,78.8,2029.0,34.2,,1.1,,,92.2,,,,,,82.5,,,,,,71.5,81.0,,,,,8.5,17.7,,41.7,,,,38.0,83.3,,,,,65.9,,,,,97.3,,,,,,,,84.0,,,,,,,,91.4,,,,,,,,,,,,,,,,30.1,,,60.5,30.5,,49.2,,,,,,,,,,5.7,,,,4.76,,,,,,
deepseek-r1-0528,,,71.6,,91.4,87.5,,,21.2,1.1,,,,,,,,,,,,,92.5,,,,,1422.0,,,69.38,86.9,1930.0,,,,,,,,,,,,83.0,,,,,,81.0,,,,,,17.7,,,79.4,,,,,79.1,,,,,73.3,,,,,,1.04,,,,,,,85.0,,,,,,,,,,,,,,,,,,,,,,,,27.8,,83.02,,,,57.6,,,,,,,53.5,63.9,,,,,,30.06,,,,,,
deepseek-r1-distill-llama-70b,,,,,70.0,56.3,,,,,60.6,,,,,49.3,,,,,,,,,,,,,,,,,1633.0,,,,,,,,,,,,,,,,,,65.2,65.2,,,,,,,,33.3,,,,,79.3,,,,54.5,54.5,,,,,94.5,,,,,,,,,69.6,,,,,,,29.3,57.6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
deepseek-v2-0506,,,,,4.6,,,,,,,,,,,,,,,,,,,,78.6,,,,48.5,89.9,,2.8,,,,,,,83.0,,,,,,66.9,,,,,,35.3,,,,,,,,,,,,69.3,,57.7,,,,,18.8,31.6,,,,56.3,,,,,,,,58.5,,,,,,,,,,,,,,,,,,,,,,,,9.0,,,,,,,,,,,,,,,,,,,,,,,,,,
deepseek-v2.5-0905,,,18.2,,16.7,,,,,,76.2,,,,,,,,,,,,,,79.5,,,,54.1,90.4,,10.8,,,,,,,87.8,,,,,,65.4,,,,,,41.3,,,,95.1,,,,,,,,77.4,,80.6,,,,,29.2,35.4,,,74.7,74.7,,,,,,,,66.2,,,,,,,,,,,,,,,,,,,,,,,,10.2,,,,,,22.6,,,,,,,,,,,,,,,,,,,,
deepseek-v3,,,49.6,49.6,39.2,,,,,,85.5,,,,72.1,,,50.0,50.5,,,,,,86.5,,,1358.0,64.8,90.9,,43.2,1134.0,,,,,,91.6,,,,,,73.3,,,,,,59.1,53.6,,,89.3,,,,,,,,82.6,,86.1,,94.3,,,40.5,48.7,,,68.5,90.2,,,,86.5,,,,75.9,,,,,,,,59.4,,,,,,,,,,,,91.2,,,,24.9,,,,,,42.0,,,,,,,,,,,,,,,,,,,,
deepseek-v3.2,57.0,64.3,74.5,74.5,,93.1,95.1,,57.0,4.0,,55.8,,,,,,,,51.4,,65.0,96.67,14.55,,,,,,,83.75,,2386.0,,,,17.3,60.9,,,,,,26.2,,22.1,,63.5,,,82.4,82.4,,,,46.9,25.1,40.8,40.8,92.5,79.9,90.2,,54.0,,78.3,,,63.1,83.3,59.8,,,,,2.08,,,,62.2,38.0,,85.0,,,,,,,,,,30.6,,,,,54.7,,,,,,,38.9,,,,87.74,,70.2,,73.1,,,63.8,81.1,96.2,69.2,,,46.4,,35.4,35.2,,,1034.0,,,,32.5,71.0
deepseek-v4-flash,,,,,,,,,,,,,,,,,,,,73.2,,,,,,,,,78.9,,,,3052.0,,,,,,,,,,,,,,,,1395.0,,88.1,88.1,,,,,34.8,45.1,,,94.8,,,,,88.4,,,,91.6,,,,,,33.0,,,,69.0,,,86.2,,,,78.7,,,,,,,,,,,,,,,,,,,,34.1,34.1,,,73.3,52.6,79.0,,,,,,,,,56.9,,,47.8,,,,,,,,
deepseek-v4-pro,,,,,,,,,,,,,,,,,,,,83.4,,,,,,,,,84.4,,,,3206.0,,,,,,,,,,,,,,,,1554.0,,90.1,90.1,,,,,37.7,48.2,,,95.2,,,,,89.8,,,,93.5,,,,,,38.3,,,,73.6,,,87.5,,,,83.5,,,,,,,,,,,,,,,,,,,,57.9,57.9,,,76.2,55.4,80.6,,,,,,,,,67.9,,,51.8,,,,,,,,
doubao-seed-2.0-pro,,,80.0,,,98.3,94.2,,85.4,37.5,,66.6,60.6,86.5,,,,,,77.3,,82.4,,,,93.5,80.5,,,,,,3020.0,93.9,,,,77.4,,68.5,,71.2,,,84.5,,,,,92.3,88.9,,68.9,97.6,,57.7,32.4,54.2,,97.3,,93.3,,,,89.3,,,,87.8,63.8,92.8,92.9,,,20.3,88.8,89.8,,,54.7,,87.0,88.1,85.4,78.2,,,,54.0,,,45.2,68.3,,,27.9,,,0.099,,,,,48.5,,,36.0,,68.7,71.7,46.9,76.5,49.4,,,90.4,94.2,,,,55.8,,,,,,,81.4,89.5,86.9,74.7,
gemini-1.5-flash,,,,,,,,,,,,,,,,,85.5,,45.6,,,,,,,,,,,,,,,,,,,,,,82.9,,,,,,,,,,51.0,51.0,,,86.2,,,,,,,,74.3,,,,,,,30.7,,,,77.9,,,,65.8,,,,82.6,67.3,,62.3,,71.9,,,,,,,,,,,,,,,,,,,,8.6,,,,,,,,,,,,,,,,,,,,,,48.9,76.1,,,
gemini-1.5-pro,,,,,,,,,,0.8,,,,,,,89.2,,54.4,,,,,,,,,,,,,,,,,,,,74.9,,80.0,,,,,,,,,,59.1,59.1,,,90.8,,,,,,,,84.1,,,,,,,34.2,,,,86.5,,,,68.1,,,,87.5,75.8,,65.9,,82.6,,,,,,,,,,,,,,,,,,,,24.9,,,,,,,,,,,,,,,,,,,,,,53.9,78.6,,,
gemini-2.0-flash,,,,,,,,,,1.3,50.0,,,,,,,45.9,58.7,,,,,,,,,,,,,,,,,,,,,,84.6,,,,,,,,,,60.1,74.2,,,,,,,,,,,,,,,,,,34.5,,,,90.9,,,,,,,,,77.6,,71.7,,70.5,,,,73.3,,,,,,,,,,,,,,,,29.9,,,,,,,,,,,,,,,,,,,,,,56.3,,,,
gemini-2.5-flash,,,61.9,61.9,,72.0,,,33.3,2.5,83.9,,,,,,,,,,,,83.33,14.55,,,63.7,,,,51.88,,1995.0,,,1.1,,,,,85.3,,,,,,,,,90.2,82.8,82.8,,,,,11.0,11.0,,64.2,,,,,84.3,,,,46.9,63.9,,,,,,,,,,3.4,,,81.1,86.6,79.7,66.7,74.0,54.3,,,88.0,,,,,,,,0.154,0.154,,,,,,3.9,26.9,28.1,75.47,,,,60.4,,,,,,,,,16.9,16.8,,3.7,,,549.0,65.4,,79.2,,
gemini-2.5-pro,60.0,66.0,82.2,82.2,92.0,88.0,,,27.6,4.9,90.8,57.7,,58.8,,,,,,9.9,,32.2,90.0,23.64,,,69.6,1448.0,,,58.13,,2001.0,62.5,,2.0,,,,,87.8,,,42.6,,14.1,,60.2,,91.5,86.4,86.4,,,,,21.6,21.6,,82.5,,80.0,,49.0,91.5,,,,57.5,69.0,,,,,,,,,,8.8,,,86.0,89.5,82.0,68.0,93.0,58.0,,16.4,92.0,,,,,,,,0.145,0.145,,,,,43.0,11.4,54.0,54.5,84.91,65.3,,,59.6,,,,,54.0,,,,32.6,25.3,25.0,10.5,,24.0,574.0,67.2,86.9,83.6,,56.0
gemini-3-flash,,,,,,95.2,,,84.7,33.6,,,,,,,,,,,,,100.0,,,,80.3,1473.0,,,90.62,,,,,,,,,,61.9,,,,,35.6,,,,92.8,90.4,90.4,,,,,33.7,43.5,,,,93.33,,,,,,,73.0,90.8,,,,,,15.62,,,,57.4,,,,91.8,,81.2,,67.2,,22.1,,,,,,,,,0.121,0.121,,,,,,69.1,,68.7,92.92,,,34.63,78.0,,,,,,,,,47.6,,,49.4,,,3635.0,,,86.9,,
gemini-3-pro,,65.3,94.2,,,95.0,90.6,,85.0,31.1,,58.4,49.7,83.0,,,,,,59.2,,66.8,98.33,,,94.4,81.4,,,,90.0,,2708.0,95.0,,9.1,39.9,63.2,,70.5,70.5,92.6,,,81.9,,,,1195.0,93.4,91.9,91.9,79.9,99.7,,37.9,37.5,46.9,45.8,97.5,,93.3,,70.4,93.5,83.3,,,73.5,90.7,68.2,98.5,98.1,,,24.5,86.1,89.8,,54.1,53.9,,90.1,91.8,87.2,81.0,,77.0,,79.7,,,50.2,64.2,,,34.2,68.5,0.115,0.115,,,,,56.0,72.7,,72.1,93.4,74.0,65.0,43.3,76.2,44.3,,,85.3,98.0,,,,56.9,,39.0,36.4,,,5478.0,77.7,88.4,87.6,57.0,
gemini-3.1-pro,57.0,,,,,,98.2,,98.0,77.1,,,51.6,,,,,,,85.9,,,,,,,80.2,1493.0,85.9,,,,3052.0,,,17.7,38.8,60.2,,,,,59.7,,,36.9,16.7,,1314.0,,94.3,94.3,,,,,44.4,51.4,,,94.7,94.8,,,,81.0,,,,91.7,,,,,,60.9,89.8,,,69.2,55.9,,91.0,92.6,,80.5,76.3,84.9,,26.3,,,,,,,33.4,70.7,,,,,,,59.0,,,75.6,,,76.9,54.2,80.6,,,,90.8,99.3,67.1,,,68.5,,,48.8,,,911.21,,,,,
gemma-2-27b,,,,,,,,49.0,,,,,,,,,72.7,,46.7,,,,,,,,,,,,,,,,,,,,67.5,,62.4,,,,,,,,,,34.3,,,,80.7,,,,,,,,51.8,,63.2,,,,,20.4,,,,55.6,,,,,,,,,56.9,,,,,,,,,,,,,,,,,,,33.9,,75.9,,,9.2,,,,,,,,,,,,,,,,,,,64.6,,,,,,,
gemma-2-9b,,,,,,,,43.7,,,,,,,,,64.9,,33.8,,,,,,,,,,,,,,,,,,,,58.8,,62.0,,,,,,,,,,28.8,31.3,,,79.7,,,,,,,,40.2,,69.9,,87.2,,,10.8,,,,49.4,,,,,,,,,46.8,,,,,,,,,,,,,,,,,,,28.3,,75.5,,,5.3,,,,,,,,,,,,,,,,,,,61.4,,,,,,,
gemma-3-1b-it,,,,,,1.0,,20.4,,,,,,,,16.64,39.1,,6.4,,,,,,,,,,,,,,,,,,,,25.1,,36.4,,,,,,,,,,24.24,19.2,,,42.15,,,,,,,,41.5,20.47,63.25,,,,,1.9,,,,48.0,45.2,,,,,,,,14.04,,,,,,,,,44.31,,,,,,,,,,9.6,,70.2,,,2.2,,,,,,,,,,,,,,,,,,,43.8,,,,,,,
gemma-3-27b,,,,,,,,63.4,,,69.9,,,,,,83.7,,54.4,,,,,,,,,1338.0,,,,,,,,,,,69.2,,74.9,,,,,,,,,,42.4,42.4,,,,,,,,,,,,,,,,,,29.7,,,,89.0,,,,,,,,,67.5,,64.9,,,,,,,,,,,,,,,,,30.9,,69.1,,,10.0,,,,,,,,,,,,,,,,,,,63.9,,,,,,,
glm-4.6,56.0,54.0,,,,93.9,,,,,,59.8,,,,,,,,45.1,,49.5,,,,,,,,,,,,,,,,,,,,,,29.2,,,,71.9,,,81.0,81.0,,,,,17.2,17.2,30.4,89.2,,87.7,,43.0,,73.5,,,,70.0,,,,,,,,,,,,,83.2,,,,,,,,,,30.0,,,,,,,,,,,,38.0,,,,,,53.8,,68.0,,,,,71.0,,,,24.5,,23.6,,,,,,,,,70.0
glm-4.7,,,,,,95.7,,,,,,,,,,,,,,52.0,,66.6,,,,,,1443.0,,,,,,,,,23.5,,,,,,,,,2.4,,,,,85.7,85.7,,,,,24.8,42.8,42.8,97.1,,93.5,,,,82.0,,,57.3,84.9,,,,,,,,,,52.0,,,84.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,66.7,,73.8,,,,,,,,,41.0,,33.3,23.8,,,2376.82,,,,,
glm-5,,,,,,,95.4,,44.7,4.9,,,,,,,,,,62.0,,72.7,,,,,,,,,,,,,,,48.3,,,,,,,,,,,,,,86.0,,,,,,30.5,,50.4,,82.8,96.9,,,,82.5,,,,,,,,,,,,,,69.2,,,,,,,,,,,,,,,,,35.9,,,,,,,,,,,,,,73.3,55.1,77.8,,,,,,69.2,,,56.2,,,38.0,,,4432.12,,,,,
glm-5.1,,,,,,,95.3,,,,,,,,,,,,,79.3,,,,,,,,,75.0,,,,,,,,68.7,,,,,,,,,,,,1535.0,,86.2,86.2,,,,,34.7,52.3,52.3,94.0,89.4,94.0,,,,83.8,,,,,,,,,,11.5,,,,71.8,,,86.0,,,,,,,,,,,,,,42.7,,,,,,,,,,,38.1,,,73.3,58.4,,,,,,,70.6,,,63.5,,,40.7,,,5634.41,,,,,
gpt-3.5-turbo,,,,,,,,38.7,,,,,,,,,66.6,,,,,,,,,,,,,,,,,,,,,,70.2,,,,,,,,,,,,30.8,30.8,,,74.3,,,,,,,,68.0,,66.9,,,,,,,,,41.2,,,,0.0,,,,56.3,,,0.0,,,,,,,,,,,,,,,,,45.0,,69.1,,,,,,,,,,,,,,,,,,,,,,62.9,,,,,,,
gpt-4.1,,,52.9,51.6,48.1,46.4,,,5.5,0.4,61.5,,,,,,,,,,85.9,,,14.55,,87.9,56.7,,,,,,,65.8,65.5,,,,,44.3,,6.7,,,,,,,,,66.3,66.3,61.7,58.0,,,5.4,5.4,,28.9,,,,,87.4,,,49.1,,44.7,,0.7,1.1,,92.4,,,72.2,,,,,81.8,87.3,74.8,60.3,,,57.2,,48.1,70.8,,38.3,46.2,,,,,,,,,,,,42.3,,,,,,,,34000.0,56.0,74.0,34.0,,49.4,68.0,,30.3,,,,,,,78.7,60.9,,
gpt-4.1-mini,,,31.6,34.7,49.6,40.2,,,3.5,0.0,28.2,,,,,,,48.9,,,89.0,,,,,88.4,56.8,,,,,,,54.6,49.3,,,,,42.3,,10.9,,,,,,,,,65.0,65.0,61.7,60.5,,,3.7,3.7,,35.0,,,,,84.1,,,45.1,,,,1.1,1.8,,,,,73.1,,,,,,78.5,72.7,58.9,,,47.2,,49.6,67.0,,35.8,42.2,,,,,,,,,,,,,,,,,,,,31000.0,51.0,66.0,44.0,,36.0,55.8,,,,,,,,,68.4,55.1,,
gpt-4.1-nano,,,6.2,9.8,29.4,,,,0.0,0.0,10.7,,,,,,,,,,89.4,,,,,73.9,40.5,,,,,,,42.5,5.7,,,,,26.5,,,,,,,,,,,50.3,50.3,25.0,9.4,,,,,,,,,,,74.5,,,31.6,,,,,,,,,,56.2,,,,,,66.9,55.4,33.0,,,36.6,,29.4,57.2,,15.0,31.1,,,,,,,,,,,,,,,,,,,,9000.0,14.0,21.5,12.1,,14.0,22.6,,,,,,,,,55.2,30.2,,
gpt-4.5,,,44.9,,36.7,,,,10.3,0.8,51.4,,,,,,,,,,,,,,,90.0,55.4,,,,,,,72.3,63.0,,,,,,,,,,,,,,,,69.5,69.5,72.3,72.6,97.0,,,,,,,,,,88.2,,,54.0,,,,,,,,,,72.3,,,,,,85.1,75.2,,,,38.5,,36.7,70.8,,43.8,50.1,,,,,,,,,,,,,,,,,,38.0,37.3,,,,,,50.0,68.4,,,,,,,,,,,,
gpt-4o,,,18.2,30.7,13.1,,,,4.5,0.0,95.4,,,,,,,,,,,,,,,85.3,52.7,,,,,,,50.2,66.5,,,,83.4,35.2,,,,,,,,,,,46.0,70.1,41.7,35.4,,,5.3,5.3,,,,,91.5,,81.0,,,29.2,,31.4,,,,76.6,76.4,,,61.4,,,,90.5,75.8,81.4,68.7,59.9,,,31.9,,13.1,60.9,,27.8,39.9,79.8,,,,,,,,,,,38.2,,,,,,30.7,32.6,,,,,,42.8,60.3,,,,,,,,,,61.2,,
gpt-4o-0513,,,16.0,,9.3,,,,,,75.6,,,,58.6,,,,53.1,,,,,,76.0,,,,59.3,87.9,,10.8,759.0,,,,,,83.7,,,,,,80.5,,,,,,49.9,59.1,,,,,,,,,,,80.5,,84.3,,94.0,,57.6,33.4,48.1,,,70.2,74.6,,,,89.9,,,90.4,72.6,,,,,,,,,,,,,,,,,,,,92.2,,,,38.2,,,,,,38.8,,,,,,,,,,,,,,,,,,,,
gpt-4o-mini,,,2.7,3.6,8.6,,,49.7,,0.0,76.2,,,,,,65.9,,,,,,,,,76.6,36.8,,,,,,,52.7,38.6,,,,79.3,,,,,,,,,,,,40.2,40.2,29.0,12.6,83.0,,,,,,,,86.2,,78.4,,,27.2,48.1,,,,,67.9,73.0,,,56.5,,,,86.5,63.4,70.5,56.3,,,,24.5,,,57.9,,20.3,25.6,,,,,,,39.0,,84.9,,,9.9,,,,,,,,,,,,,22.0,44.0,,,,,64.8,,,,,,,
gpt-5,69.0,76.0,88.0,88.0,,94.6,,,65.7,9.9,,73.0,,,,,,,,54.9,90.0,63.0,91.67,21.82,,,81.1,,,,90.0,,2537.0,99.0,,5.7,,,,65.7,,2.8,,63.9,,26.3,26.3,76.4,,,85.7,88.1,78.3,73.3,,67.2,24.8,24.8,,88.3,,89.2,,73.0,,76.0,,64.0,71.3,84.5,,1.0,1.2,84.7,99.4,1.04,,,,,50.9,,87.5,,84.2,78.4,,,,,,,,69.6,69.6,,,56.2,,,,,,,42.9,,55.0,,91.98,,55.3,41.78,74.9,,112000.0,62.6,81.1,96.7,,,,35.2,41.3,30.5,29.0,,,,,86.7,84.6,,77.8
gpt-5-mini,,,71.6,,,91.1,,,,,,,,,,,,,,,89.4,,,,,,75.5,,,,,,,98.5,,,,,,62.9,,3.5,,,,22.1,22.1,,,,82.3,82.3,73.4,64.3,,,16.7,16.7,,87.8,,,,,,,,65.8,,,,0.7,1.3,,,,,,,,,,,,81.6,74.1,,,84.3,,,,,,62.3,,,,,,,,,,,,,,,,,,71.0,,75000.0,60.0,78.3,74.1,,,,,,,,,,,,78.5,82.5,,
gpt-5-nano,,,48.4,,,85.2,,,,,,,,,,,,,,,80.4,,,,,,62.7,,,,,,,96.9,,,,,,50.1,,7.3,,,,9.6,9.6,,,,71.2,71.2,64.0,43.8,,,8.7,8.7,,75.6,,,,,,,,56.1,,,,1.0,2.8,,,,,,,,,,,,75.6,62.6,,,43.2,,,,,,54.9,,,,,,,,,,,,,,,,,,54.7,,49000.0,41.0,62.3,35.5,,,,,,,,,,,,65.7,66.8,,
gpt-5.1,,75.0,,,,94.0,,,72.8,17.6,,,,,,,,,,50.8,90.0,,93.33,25.45,,,67.0,1439.0,,,91.88,,,,,,,,,,,,,,,31.0,12.5,,,,88.1,88.1,76.8,71.5,,,25.7,,,96.3,,91.67,,,,,,,,87.0,,,,,,1.04,,,,44.5,,,87.0,89.5,85.4,,,,,,,,,,,,,,,,,,,,,,,,91.04,,,50.8,76.3,69.7,,67.0,77.9,95.6,,,,47.6,,43.0,36.1,,,,,,82.9,,
gpt-5.2,,72.3,91.1,,,100.0,96.7,,86.2,52.9,,71.1,37.4,86.0,,,,,,65.8,92.0,76.1,98.33,27.27,,93.8,82.1,1438.0,,,91.25,,3148.0,96.9,,11.6,,71.3,,59.8,,91.9,59.5,,84.0,40.3,14.6,,1462.0,91.2,92.4,93.2,94.0,89.0,,63.3,34.5,45.5,45.5,99.4,,97.1,,75.4,94.8,86.3,,,,87.7,54.5,99.7,99.2,,,13.54,83.0,83.1,,60.6,57.5,,86.7,89.6,86.7,79.5,,83.8,,89.4,,,47.7,57.9,,,49.3,,0.14,0.143,47.3,,,,52.0,86.3,,38.0,91.98,67.9,72.0,55.6,80.0,74.6,,,82.0,98.7,,,,62.2,,,46.3,,,3952.0,73.1,86.0,85.9,76.8,
gpt-5.4,,,,,,,98.7,,93.7,73.3,,,49.7,,,,,,,82.7,,,,25.45,,,82.8,,76.8,,,,3168.0,,,,79.0,63.7,,,,,56.0,,,47.6,27.1,,1674.0,,92.8,92.8,93.0,89.8,,,39.8,39.8,,,97.7,95.8,,,,91.4,,,,,,,,,,54.1,92.0,,,70.6,62.5,,87.5,,,81.2,,,,,,,,,,,41.3,,0.109,89.1,75.0,,,,56.6,,,45.3,,,,57.7,,,,,,92.8,72.9,,,75.1,,,54.6,,,6144.18,,,,,
gpt-5.5,,,,,,,,,95.0,85.0,,,,,,,,,,84.4,,,,,,,,,,,,,,,,,81.8,,,,,,60.0,,,51.7,35.4,,,,93.6,93.6,,,,,41.4,57.2,,,,,,,,,,,,,,,,,,,,,,75.3,,,,,,81.2,,,,74.0,,,,,,,,,,,78.7,,,,,,,,,,,58.6,,,,,,98.0,,,,82.7,,,55.6,,,,,,,,
gpt-oss-120b,,,44.4,,96.6,97.9,,,,,,,,,,,,,,,,,,3.64,,,,,,,,,2622.0,,,,,,,,,,,,,,,,,,80.9,80.9,,,,57.6,19.0,14.9,,,,,,69.5,,,,,,81.9,,,,,,,,,,,,,,81.3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.4,,,,,,,49.2,67.8,18.7,,,,,,,,,,,
grok-3-beta,,,,,52.2,77.3,,,31.9,0.0,,,,,,,,,,,,,,,,,,1402.0,,,,,,33.6,,,,,,,,,,,,,,,,,80.2,84.6,,,,,18.2,,,,,,87.3,,83.4,,,,,57.0,,,,,99.2,,,,,,,,79.9,,73.2,,,,,,93.3,,,,,,,,,,,,,,,,43.6,,,62.8,,,48.5,,,,,,,,,,17.5,,,,4.76,,,,,,
grok-4,73.0,68.0,,,,91.7,,,66.7,15.9,,,,,,,,,,,,,95.0,,,,,1465.0,,,83.75,,,,,,,,,,,,,,,13.0,,,,,87.5,88.4,,,,,25.4,50.7,,90.0,,88.33,,,,73.1,,,,79.0,,,,,,2.08,,,,,,,87.0,,,,,,,,,,,,,,,,,,,,,,,,,,85.85,,,46.5,,,,,,,,,,23.1,39.0,,,,37.5,,,,,,
grok-4.1,,,,,,91.9,,,,,,,,,,,,,,,,,97.5,,,,,,,,84.38,,,,,,,,,,,97.0,,,,,,,,85.6,84.3,,,,,,17.6,,,,,93.33,,,,,,,60.0,,,,,,,5.21,,,,,,,,86.8,,63.0,,54.6,,,,,,,,,,,,,,,,,,,,19.5,84.6,,,,50.6,,,,,,,,,,,,,,,1107.0,,,,,
kimi-k2,50.0,52.0,60.0,60.0,69.6,49.5,,,,,54.5,54.2,,,,,,,,14.1,,28.8,,,,,,,,,,74.3,,,,,,,,,,,,29.5,,,,60.2,,,75.1,75.8,,,97.3,43.8,4.7,4.7,,38.8,,,,42.0,89.8,45.8,,,76.4,53.7,,,,89.1,97.4,,,,,,,,81.1,,,,,,,,72.0,,33.5,54.1,,85.7,,25.5,,,,,,,30.7,,31.0,,,57.2,47.3,27.67,65.8,,,56.5,70.6,65.8,,,,44.5,,23.0,,,,,,,,,61.0
kimi-k2.5,,70.0,,,,96.1,94.5,,65.3,11.8,,,36.5,,,,,,,60.6,,62.3,98.33,47.27,,,77.5,,,,91.25,,,,,,41.3,77.1,,,,,,,,,,,,89.3,87.6,87.6,,,,,30.1,50.2,50.2,95.4,81.3,91.1,,70.2,93.9,81.8,,,,85.0,61.0,,,,,8.85,84.2,,,63.8,29.5,,87.1,86.0,84.3,78.5,,,,,,,,62.7,,,32.0,57.4,0.112,0.112,63.3,,,,48.7,,,,90.57,69.2,73.0,50.7,76.8,,,,,,66.0,,,50.8,,,27.8,,,1198.46,,87.4,86.6,72.7,
kimi-k2.6,,,,,,,96.4,,,,,,39.8,,,,,,,83.2,,,,,,,80.4,,75.9,,,,,,,,,83.0,,,,,,,,,,,1482.0,,90.5,90.5,,,,,36.4,36.4,,,92.7,,,,,86.0,,,,89.6,,,,,,24.0,87.4,,,66.6,55.9,,87.1,,,79.4,,,,,,,,,,,,60.6,,,73.1,,,,52.2,,,36.9,,,76.7,58.6,80.2,,,,,,,,,66.7,,,50.0,,,,,,,80.8,
llama-3.1-405b-instruct,,,5.8,,23.3,,,,,,,,,,88.5,,,46.2,59.4,,,,,,61.5,,,,50.4,84.7,,6.8,,,,,,,88.7,,,,,,70.0,,,,,,51.1,49.0,,,96.8,,,,,,,,77.2,,86.0,,93.9,,,28.4,36.1,,,73.8,73.8,,,,88.6,,,,73.3,,,,,,,,,,,,,,,,,,,,90.4,,,,17.1,,,,,,24.5,,,,,,,,,,,,,,,,,,,,
llama-3.1-8b,,,,,,,,25.8,,,,,,,50.9,,71.9,,41.9,,,,,,,,,,,,,,,,,,,,61.7,,,,,,,,,,,,,23.4,,,83.4,,,,,,,,72.6,,80.6,,90.1,,,,,,,42.5,,,,,72.8,,,,46.5,,,,,,,,,,,,,,,,,,,28.4,73.6,70.2,,,,,,,,,,,,,,,,,,,,,,55.1,,,,,,,
llama-3.2-1b-instruct,,,,,,0.33,,10.1,,,,,,,,21.44,40.2,,,,,,,,,,,,,,,,,,,,,,32.2,,,,,,,,,,,,16.57,,,,39.04,,,,,,,,,15.93,52.37,,,,,,,,,21.6,23.4,,,,,,,,20.8,,,,,,,,,30.16,,,,,,,,,,13.8,,87.2,,,,,,,,,,,,,,,,,,,,,,41.5,,,,,,,
llama-3.3-70b-instruct,,,,,,,,36.5,,,65.5,,,,51.4,,85.8,46.9,58.0,,,,,,,,,,,,,,,,,,,,90.2,,,,,,,,,,,,49.1,50.5,,,93.6,,,,,,,,78.91,,89.3,,92.8,,57.6,32.9,,,,71.8,66.31,,,,84.4,,,89.1,64.4,,,,,,,,,,,,,,,,,,,48.2,85.6,70.4,,,20.9,,,,,,29.4,,,,,,,,,,,,,66.1,,,,,,,
llama-4-maverick,,,,,,,,,4.4,0.0,91.8,,,,,,,49.7,,,,,,54.55,,,,1417.0,,,,,,,,0.0,,,,,,,,,,,,,,,69.8,69.8,,,,,,,,,,,85.4,,88.9,,,,,43.4,,,,61.2,90.0,,,73.7,,,,92.3,80.5,,73.4,59.6,,,,,,,,,,76.4,,,,,,,,,,,,,,,,,46.5,,,,,,,,,,15.5,,,,,,,,,,
minimax-m2,61.0,61.0,,,,78.3,,,,,,66.8,,,,,,,,44.0,,48.5,,,,,,1346.0,,,,,,,,,,,,,,,,65.5,,,,75.7,,,77.7,78.0,,,,,12.5,12.5,31.8,,,,,72.0,,,,,,83.0,,,,,,,,,,,24.4,,82.0,,,,,,,,,,36.2,,,,,,,,,,,,36.0,,,,,,56.5,,69.4,,,,,87.0,,,,30.0,42.0,24.0,16.0,,,,,,,,72.0
minimax-m2.1,,62.0,,,,83.0,,,,,,,,,,,,,,62.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,83.0,81.0,,,,,22.2,22.0,,,,,,70.0,,,,,,78.0,,,,,,,,,,,,,88.0,,,,,,,,,,49.4,,,,,,,,,,,,41.0,,,,,,72.5,,67.0,,,,,,,,,29.2,,,43.5,,,,,,,,
ministral-8b,,,,,86.0,78.7,,31.4,,,,,,,51.8,,70.8,,33.2,,,,,,,,,,,,,,,,,,,,56.2,,,,,,,,,,,,66.8,23.4,,,80.0,,,,,,,,34.8,,56.4,,88.3,,,61.6,,,,40.0,,,,,61.1,,,,43.0,,,,,,,,86.0,,,,,,,,,,,20.2,62.0,56.2,,,,,,,,,,,,,,,,,,,,,,55.5,,,,,,,
muse-spark,,,,,,,,,,42.5,,,,,,,,,,,,,,,,,86.4,,,,,,,,,,,,,64.7,,,,,,,,,1444.0,,89.5,89.5,,,,,42.8,58.4,50.4,,,,,,,,,,,,,,,,,,,,,,,,,,,80.4,,,,,,,,,,,,,,,,,,,,84.1,,,,,,52.4,77.4,,,,,91.5,,,,59.0,,,,,,,,,,,
o1-high,,,61.7,64.6,74.3,71.4,,,,,,,,,,,,,,,,,,,,88.9,55.1,,,,,,1891.0,95.3,47.6,,,,,,,,,,,5.5,5.5,,,,75.7,78.0,62.0,50.9,97.1,,,,,48.3,,,88.1,,92.2,,,51.3,67.0,63.4,,,,96.4,,,,71.8,,,,89.3,,87.7,77.6,,,,22.1,,74.3,77.9,,44.9,52.9,,,,,,,,,,,,47.0,,,,,,48.9,,,,,,,50.0,70.8,,,,,,,,,,,,
o3-high,,69.0,79.6,81.3,,88.9,,,60.8,6.5,,,,,,,,,,,88.3,,95.83,,,,78.6,,,,79.38,,,98.4,,1.4,,,,64.0,,23.5,,,,15.8,15.8,,,,83.3,83.3,77.3,72.9,,,20.2,14.7,,81.7,,,88.4,69.3,,,,47.4,,,,5.2,6.8,,98.1,,,86.8,,,,,,,82.9,76.4,,,,,91.6,,,60.4,60.4,,,,,,,,,,,,48.6,,87.74,,,,,,86000.0,64.8,80.2,58.2,,,,,30.2,,,,,,,84.9,83.3,,
o3-mini-high,,,60.4,66.7,87.3,86.5,,,25.8,3.0,81.9,,,63.6,,,,,,,,,,,,,,1363.0,,,,,2130.0,98.7,17.6,,,,,,,,,,,12.4,,,,,77.2,,51.0,58.3,,,,,,67.5,,,97.6,,93.9,,,50.0,,68.8,,,,,97.9,,,,,,,,82.4,80.7,,,,,18.7,,,79.5,,39.9,50.2,,,,,,,,,,,,13.8,,,52.2,,,61.0,,,,,,,32.4,57.6,,,,,,2.08,,,,,,
o4-mini-high,,,58.2,68.9,,92.7,,,58.7,6.1,,,,,,,,,,51.5,80.0,,86.67,,,,72.0,,,,84.38,,,96.1,,0.6,,,,56.5,,38.7,,,,15.4,,,,,81.4,81.4,62.3,51.1,,,14.7,14.7,,85.0,,,99.3,,92.4,,,44.7,,,,3.0,8.9,,98.2,,,84.3,,,,,,,81.6,73.4,,,,,93.4,,,43.0,57.5,,,,,,,,,,,,19.3,,88.68,,,,,,66000.0,60.2,70.5,40.5,,49.2,71.8,,18.5,,,,,,,79.5,79.4,,
qwen-2.5-14b-instruct,,,,,,,,34.6,,,70.2,,,,,,78.4,,,,,,,,,,,,,,,,,,,,,,85.5,,,,,,,,,,,,42.9,45.5,,,94.8,,,,,,,,72.1,,78.7,,,,46.6,,,,,80.0,75.6,,,,63.2,,,79.6,63.2,,,,,,,,,,,,,72.8,,,,,,21.1,,79.3,,,5.4,,,,,,,,,,,,,,,,,,,58.4,,,,,,,
qwen-2.5-32b,,,,,,,,39.1,,,,,,,,,82.3,,,,,,,,,,,,,,,,,,,,,,48.3,,,,,,,,,,,,49.5,49.5,,,87.5,,,,,,,,88.4,,82.4,,,,,,,,,77.9,,,,,67.2,,,,69.0,,,,,,,,,,,,,75.4,,,,,,26.1,,82.4,,,,,,,,,,,,,,,,,,,,,,70.6,,,,,,,
qwen-2.5-7b,,,,,,,,29.7,,,52.0,,,,,,70.2,,,,,,,,,,,,,,,,,,,,,,54.4,,,,,,,,,,,,36.4,36.4,,,83.8,,,,,,,,84.8,,74.7,,,,35.9,28.7,,,,69.9,,,,,,,,,56.3,,,,,,,,,,,,,70.4,,,,,,18.1,,75.0,,,,,,,,,,,,,,,,,,,,,,63.1,,,,,,,
qwen2.5-72b-instruct,,,7.6,,23.3,,,47.7,,,78.4,,,,,,80.4,45.8,50.1,,,,,,86.1,,,,48.4,91.4,,15.9,,,,,,,76.7,,,,,,69.8,,,,,,49.0,,,,89.5,,,,,,,,77.3,,84.1,,,,55.3,31.1,39.4,,,75.9,80.0,,,,88.6,,,87.3,71.6,,,,,,,,,,,,,,,,,,,30.6,83.2,87.0,,,9.1,,,,,,23.8,,,,,,,,,,,,,69.9,,,,,,,
qwen3-235b,,67.0,57.3,57.3,85.7,81.5,,,11.0,1.3,95.6,,,,70.8,70.8,,,,,,,,,,,,,,,,,2056.0,,,,,,,,,,,,,,,,,,71.1,81.1,,,,,,18.2,,62.5,,,90.0,,83.4,,,,77.1,70.7,,,,71.8,98.0,5.21,,,,,,83.5,,84.3,,,,,,,80.8,71.9,,,,87.9,,32.5,,,,,,,,,13.2,,,64.9,,,69.6,,,,,,,46.0,67.8,,6.6,,,,,,,,,,
qwen3-30b-a3b,,,,,80.4,70.9,,,,,91.0,,,,69.1,69.1,,,,,,,,,,,,,,,,,1974.0,,,,,,,,,,,,,,,,,,65.8,65.8,,,,,,,,,,,,,86.5,,,,74.3,62.6,,,,,98.0,,,,,,,,,78.4,,,,,,,73.9,72.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
qwen3-32b,,,,,81.4,72.9,,,,,93.8,,,,70.3,70.3,,,,,,,,,,,,,,,,,1977.0,,,,,,,,,,,,,,,,,,68.4,,,,,,,,,,,,85.0,37.3,85.0,,,,74.9,65.7,,,,,97.2,,,,,,,,,80.6,,,,,,,75.0,73.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.5,,,,,,,,,,
qwen3-8b,,,,,76.0,67.3,,,,,85.8,,,,,68.1,,,,,,,,,,,,,,,,,1785.0,,,,,,,,,,,,,,,,,,62.0,,,,,,,,,,,,82.0,35.0,85.0,,,,67.1,57.5,,,,,97.4,,,,,,,,,74.4,,,,,,,65.4,71.2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
qwen3.5-397b,,68.7,,,,,91.3,,,,,,,,,,,,,69.0,,70.3,,65.45,,,80.8,,,,,,,,,,,,,,,,,,,,,,,89.8,88.4,,,,,,28.7,,,94.8,87.88,92.7,,76.5,92.6,80.9,,,,83.6,63.2,,,,,,88.6,,,,46.1,,87.8,88.5,85.0,79.0,,,,,,,,67.6,,,,,,,,,,,,65.6,,,,70.4,69.3,,76.4,,,,,,,,,52.5,,,38.3,,,,,87.5,84.7,,
qwen3.6-plus,,68.3,,,,,95.1,,,,,,,,,,,,,,,,,,93.3,,,,,,,,,,,,,,,65.7,,,,,,,,,,89.8,90.4,90.4,,,,,28.8,28.8,,96.7,87.8,94.6,,74.2,94.3,83.8,,,,87.1,62.0,,,,,,88.0,,,74.1,48.2,,88.5,89.5,86.0,78.8,,,,,,,,,,,37.9,,,91.2,,,,,,68.2,,,,71.6,73.8,56.6,78.8,,,,,,70.7,,,61.6,,,39.8,,,5114.87,,84.2,84.0,74.3,
qwq-32b,,,,,79.5,69.5,,82.4,,,89.5,,,,66.4,66.4,89.6,44.6,,,,,,,,,,,,,,,1982.0,,,,,,54.7,,,,,,,,,,,,65.6,65.2,,,95.5,,,,,47.5,,,,,83.9,,,,72.0,62.7,,,,98.1,98.0,,,,,,,,,80.9,,,,,,,68.0,68.3,,,,,,,,,,,,69.9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,