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Llama 3.1 Instruct 405B vs Claude 4.1 Opus (Non-reasoning)

Meta vs Anthropic — side-by-side benchmark comparison

Llama 3.1 Instruct 405BClaude 4.1 Opus (Non-reasoning)
Intelligence Index17.436.0
Coding Index14.5
Math Index3.0
Output speed (tok/s)37.544.7
Blended price ($/1M)$3.69$32.81
Time to first token (s)0.63s1.63s
aime21.3%
aime 253.0%
artificial analysis coding index14.50
artificial analysis intelligence index17.4036.00
artificial analysis math index3.00
gpqa51.5%
hle4.2%
ifbench39.0%
lcr24.3%
livecodebench30.5%
math 50070.3%
mmlu pro73.2%
scicode29.9%
tau219.0%
terminalbench hard6.8%

Benchmark data from Artificial Analysis.