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Olmo 3.1 32B Think vs Nova Lite

Allen Institute for AI vs Amazon — side-by-side benchmark comparison

Olmo 3.1 32B ThinkNova Lite
Intelligence Index13.912.7
Coding Index9.85.1
Math Index77.37.0
Output speed (tok/s)0.0201.3
Blended price ($/1M)$0.00$0.10
Time to first token (s)0.00s0.66s
aime—10.7%
aime 2577.3%7.0%
artificial analysis coding index9.805.10
artificial analysis intelligence index13.9012.70
artificial analysis math index77.307.00
gpqa59.1%43.3%
hle6.0%4.6%
ifbench66.0%34.1%
lcr0.0%17.7%
livecodebench69.5%16.7%
math 500—76.5%
mmlu pro76.3%59.0%
scicode29.3%13.9%
tau20.0%17.5%
terminalbench hard0.0%0.8%

Benchmark data from Artificial Analysis.