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Llama 3 Instruct 8B vs Claude 4.1 Opus (Non-reasoning)

Meta vs Anthropic — side-by-side benchmark comparison

Llama 3 Instruct 8BClaude 4.1 Opus (Non-reasoning)
Intelligence Index6.436.0
Coding Index4.0
Math Index
Output speed (tok/s)83.344.7
Blended price ($/1M)$0.07$32.81
Time to first token (s)0.47s1.63s
aime0.0%
aime 25
artificial analysis coding index4.00
artificial analysis intelligence index6.4036.00
artificial analysis math index
gpqa29.6%
hle5.1%
ifbench24.6%
lcr0.0%
livecodebench9.6%
math 50049.9%
mmlu pro40.5%
scicode11.9%
tau20.0%
terminalbench hard0.0%

Benchmark data from Artificial Analysis.