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Claude 4.1 Opus (Non-reasoning) vs Sonar

Anthropic vs Perplexity — side-by-side benchmark comparison

Claude 4.1 Opus (Non-reasoning)Sonar
Intelligence Index36.015.5
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
aime48.7%
aime 25
artificial analysis coding index
artificial analysis intelligence index36.0015.50
artificial analysis math index
gpqa47.1%
hle7.3%
ifbench
lcr
livecodebench29.5%
math 50081.7%
mmlu pro68.9%
scicode22.9%
tau2
terminalbench hard

Benchmark data from Artificial Analysis.