InclusionAI

Ling 3.0 Flash

24.9 Intelligence Index2026-08-04ReasoningOpen weightsHugging Face

Artificial Analysis Indices

Default

Intelligence24.9

Coding50.6

Agentic21.0

Standard Benchmarks

GPQA Diamond85.5%

HLE23.7%

SciCode42.0%

AA-LCR73.0%

Terminal-Bench 2.155.4%

τ-Bench Banking27.2%

Capabilities

Context window262K tokens

Maximum output33K tokens

Openness Index44 / 100

OpenRouter parameters

frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstoptemperaturetool_choicetoolstop_ktop_logprobstop_p

Input

text

Output

text

Performance

Output speed302 tokens/s

Time to first token (TTFT)2.54 s

Time to first answer9.16 s

OpenRouter weekly rank#58

End-to-end response (500 t)10.8 s

Pricing

Input tokens$0.07

Cache Hit$0.010

Output tokens$0.22

Blended (3:1)$0.11