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Olmo 3.1 32B Instruct vs DeepSeek V3.1 Terminus (Non-reasoning)

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

Olmo 3.1 32B InstructDeepSeek V3.1 Terminus (Non-reasoning)
Intelligence Index12.228.5
Coding Index5.631.9
Math Index—53.7
Output speed (tok/s)0.00.0
Blended price ($/1M)$0.00$0.45
Time to first token (s)0.00s0.00s
aime——
aime 25—53.7%
artificial analysis coding index5.6031.90
artificial analysis intelligence index12.2028.50
artificial analysis math index—53.70
gpqa53.9%75.1%
hle4.9%8.4%
ifbench39.2%41.2%
lcr0.0%43.3%
livecodebench—52.9%
math 500——
mmlu pro—83.6%
scicode16.7%32.1%
tau221.3%37.1%
terminalbench hard0.0%31.8%

Benchmark data from Artificial Analysis.