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Claude 4.1 Opus (Non-reasoning) vs Solar Pro 2 (Preview) (Reasoning)

Anthropic vs Upstage — side-by-side benchmark comparison

Claude 4.1 Opus (Non-reasoning)Solar Pro 2 (Preview) (Reasoning)
Intelligence Index36.018.8
Coding Index
Math Index
Output speed (tok/s)44.70.0
Blended price ($/1M)$32.81$0.00
Time to first token (s)1.63s0.00s
aime66.3%
aime 25
artificial analysis coding index
artificial analysis intelligence index36.0018.80
artificial analysis math index
gpqa57.8%
hle5.7%
ifbench
lcr
livecodebench46.2%
math 50090.0%
mmlu pro76.8%
scicode16.4%
tau2
terminalbench hard

Benchmark data from Artificial Analysis.