Ling-3.0-flash-Fin
InclusionAI · 1 configuration
Intelligence22.6
Input / 1M$0.08
Output / 1M$0.22
Context262.1K
Tariff: InclusionAI · Source: artificial-analysis · USD per million tokens
Thinking configuration
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Compare this model’s measured thinking configurations.
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Efficient frontier: best measured score at each cost1 measured configurations · 0 without both values
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Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...
Intelligence IndexArtificial Analysis composite index, not a percentage. Different versions of the index are not directly comparable.
22.6 pointsHumanity’s Last ExamDifficult questions across many disciplines, compared under the same evaluation setup.
22.6 %SciCodeCode generation for scientific research problems.
42.4 %Terminal-Bench 2.1Agent tasks in a terminal environment. Results also depend on the evaluation harness.
62.5 %Omniscience accuracyFactual accuracy in Artificial Analysis's Omniscience evaluation.
17.9 %Specifications from the catalog
Inputtext
Outputtext
Tool callingYes
Structured outputYes
Speed221.2 tok/s
First token1.80 s
Maximum output235.9K
Catalog listing date2026-08-27