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Ling 2.6 Flash vs Claude 4.1 Opus (Non-reasoning)

InclusionAI vs Anthropic — side-by-side benchmark comparison

Ling 2.6 FlashClaude 4.1 Opus (Non-reasoning)
Intelligence Index26.236.0
Coding Index23.2
Math Index
Output speed (tok/s)0.044.7
Blended price ($/1M)$0.15$32.81
Time to first token (s)0.00s1.63s
aime
aime 25
artificial analysis coding index23.20
artificial analysis intelligence index26.2036.00
artificial analysis math index
gpqa59.3%
hle6.2%
ifbench57.4%
lcr25.0%
livecodebench
math 500
mmlu pro
scicode27.1%
tau286.0%
terminalbench hard21.2%

Benchmark data from Artificial Analysis.