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Claude 4.1 Opus (Non-reasoning) vs Sonar Reasoning Pro

Anthropic vs Perplexity — side-by-side benchmark comparison

Claude 4.1 Opus (Non-reasoning)Sonar Reasoning Pro
Intelligence Index36.024.6
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
aime79.0%
aime 25
artificial analysis coding index
artificial analysis intelligence index36.0024.60
artificial analysis math index
gpqa
hle
ifbench
lcr
livecodebench
math 50095.7%
mmlu pro
scicode
tau2
terminalbench hard

Benchmark data from Artificial Analysis.