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Ring-flash-2.0 vs Claude 4.1 Opus (Non-reasoning)

InclusionAI vs Anthropic — side-by-side benchmark comparison

Ring-flash-2.0Claude 4.1 Opus (Non-reasoning)
Intelligence Index14.036.0
Coding Index10.6
Math Index83.7
Output speed (tok/s)0.044.7
Blended price ($/1M)$0.25$32.81
Time to first token (s)0.00s1.63s
aime
aime 2583.7%
artificial analysis coding index10.60
artificial analysis intelligence index14.0036.00
artificial analysis math index83.70
gpqa72.5%
hle8.9%
ifbench43.3%
lcr21.0%
livecodebench62.8%
math 500
mmlu pro79.3%
scicode16.8%
tau20.0%
terminalbench hard7.6%

Benchmark data from Artificial Analysis.