Ring-2.6-1T
InclusionAI · 1 configuration
Intelligence16.6
Input / 1M$0.30
Output / 1M$2.50
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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Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Intelligence IndexArtificial Analysis composite index, not a percentage. Different versions of the index are not directly comparable.
16.6 pointsGPQA DiamondGraduate-level scientific questions. Measures specialist reasoning rather than web-search quality.
85.7 %Humanity’s Last ExamDifficult questions across many disciplines, compared under the same evaluation setup.
21.6 %SciCodeCode generation for scientific research problems.
45.0 %Terminal-Bench 2.1Agent tasks in a terminal environment. Results also depend on the evaluation harness.
43.1 %τ²-BenchTool use and interaction in assistance scenarios. Does not replace an evaluation of your integration.
92.4 %IFBenchVerifiable instruction following. A proxy for precision rather than a benchmark of creative style.
44.6 %Omniscience accuracyFactual accuracy in Artificial Analysis's Omniscience evaluation.
25.7 %Specifications from the catalog
Inputtext
Outputtext
Tool callingYes
Structured outputYes
Speed115.6 tok/s
First token4.15 s
Maximum output65.5K
Catalog listing date2026-05-08