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Solar Open 100B (Reasoning) vs Claude 4.1 Opus (Reasoning)

Upstage vs Anthropic — side-by-side benchmark comparison

Solar Open 100B (Reasoning)Claude 4.1 Opus (Reasoning)
Intelligence Index21.742.0
Coding Index10.536.5
Math Index80.3
Output speed (tok/s)0.044.5
Blended price ($/1M)$0.00$32.81
Time to first token (s)0.00s8.55s
aime
aime 2580.3%
artificial analysis coding index10.5036.50
artificial analysis intelligence index21.7042.00
artificial analysis math index80.30
gpqa65.7%80.9%
hle9.2%11.9%
ifbench57.7%55.4%
lcr36.0%66.3%
livecodebench65.4%
math 500
mmlu pro88.0%
scicode26.9%40.9%
tau248.2%71.4%
terminalbench hard2.3%34.3%

Benchmark data from Artificial Analysis.