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Ling-mini-2.0 vs Claude 4.1 Opus (Reasoning)

InclusionAI vs Anthropic — side-by-side benchmark comparison

Ling-mini-2.0Claude 4.1 Opus (Reasoning)
Intelligence Index9.242.0
Coding Index5.036.5
Math Index49.380.3
Output speed (tok/s)0.044.5
Blended price ($/1M)$0.00$32.81
Time to first token (s)0.00s8.55s
aime
aime 2549.3%80.3%
artificial analysis coding index5.0036.50
artificial analysis intelligence index9.2042.00
artificial analysis math index49.3080.30
gpqa56.2%80.9%
hle5.0%11.9%
ifbench23.6%55.4%
lcr6.7%66.3%
livecodebench42.9%65.4%
math 500
mmlu pro67.1%88.0%
scicode13.5%40.9%
tau213.2%71.4%
terminalbench hard0.8%34.3%

Benchmark data from Artificial Analysis.