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Intelligence Index
Extra high setting
16.6#57 of 83measured models
Measured · Artificial Analysis v4.3.2- Context window
- 262.14K tok
Performance profile
ReasoningRank #34 of 107
85.7%
GPQA DiamondCodingRank #48 of 94
45.0%
SciCodeCost efficiencyRank #31 of 67
57.9pts / $
Intelligence ÷ eval costCapabilities
Context window
Modalities
Measured setting
Reasoning trade-offs
Source (opens in a new tab)Ring-2.6-1T
Cost per task (USD) · log scale
Ring-2.6-1TX-High
- Intelligence Index
- 16.6
- Cost / task
- $0.2872
- Evaluation time
- 5.7m
Pricing & access
No API offering listed in our tracked sources.
Run locally
- Original download
- 1,041.8 GB
- App memory
- Unverified
- Documented software
- vLLMSetup guide (opens in a new tab)
Find GGUF downloadsBenchmarks
Full leaderboardSource (opens in a new tab)21.6%, rank 63 of 12645.0%, rank 48 of 940.5%, rank 46 of 8770.0%, rank 62 of 125746 Elo, rank 65 of 101
Humanity’s Last Exam
Frontier reasoning- 1Claude Opus 5.5Max61.4%
- 2Claude Fable 5.1Max59.1%
- 3Gemini 4 ArgonHigh57.1%
- 60Qwen3.6 35B A3BReasoning22.2%
- 61Muse GlimmerHigh22.0%
- 61Ling-3.0-flash-VLReasoning22.0%
- 63Ring-2.6-1TExtra high21.6%
- 64o3Reasoning20.1%
- 65GPT-5.5 Instant (June 2026)Reasoning19.9%
- 66gpt-oss-120bHigh19.6%
Peers use their best measured result on this benchmark.
Alternatives
- Scores higherMuse GlimmerHigh
- Intelligence Index
- 17.5+0.9
- Cost / task
- $0.058−80%
- Higher score, lower costMiMo-V2.6-ProReasoning
- Intelligence Index
- 46.3+29.7
- Cost / task
- $0.133−54%
- More from InclusionAILing 3.0 TinyReasoning
- Intelligence Index
- 11.1−5.6
Each model at its highest-scoring measured setting · Intelligence Index v4.3.2 and its evaluation cost per task.