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Solar Pro 2 (Reasoning) vs Claude 4.1 Opus (Reasoning)

Upstage vs Anthropic — side-by-side benchmark comparison

Solar Pro 2 (Reasoning)Claude 4.1 Opus (Reasoning)
Intelligence Index14.942.0
Coding Index12.136.5
Math Index61.380.3
Output speed (tok/s)0.044.5
Blended price ($/1M)$0.00$32.81
Time to first token (s)0.00s8.55s
aime69.0%
aime 2561.3%80.3%
artificial analysis coding index12.1036.50
artificial analysis intelligence index14.9042.00
artificial analysis math index61.3080.30
gpqa68.7%80.9%
hle7.0%11.9%
ifbench37.1%55.4%
lcr0.0%66.3%
livecodebench61.6%65.4%
math 50096.7%
mmlu pro80.5%88.0%
scicode30.2%40.9%
tau228.1%71.4%
terminalbench hard3.0%34.3%

Benchmark data from Artificial Analysis.