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Solar Pro 2 (Preview) (Non-reasoning) vs Qwen3 32B (Reasoning)

Upstage vs Alibaba — side-by-side benchmark comparison

Solar Pro 2 (Preview) (Non-reasoning)Qwen3 32B (Reasoning)
Intelligence Index16.016.5
Coding Index13.8
Math Index73.0
Output speed (tok/s)0.093.4
Blended price ($/1M)$0.00$0.28
Time to first token (s)0.00s1.13s
aime29.7%80.7%
aime 2573.0%
artificial analysis coding index13.80
artificial analysis intelligence index16.0016.50
artificial analysis math index73.00
gpqa54.4%66.8%
hle3.8%8.3%
ifbench36.3%
lcr0.0%
livecodebench38.5%54.6%
math 50087.1%96.1%
mmlu pro72.5%79.8%
scicode27.2%35.4%
tau229.8%
terminalbench hard3.0%

Benchmark data from Artificial Analysis.