Ant Group (inclusionAI), open weights

Ring-2.6-1T

Ring-2.6-1T by Ant Group (inclusionAI) has 3 published benchmark results on Noometry, not yet enough to be ranked.

Last verified

Specifications

Noometry rank
Unranked
Index score
Not ranked
Evidence
Sparse 3 results
Released
May 14, 2026
Weights
Open weights
Reasoning
Unknown
Context window
—
Max output
—
Input price
Not listed
Output price
Not listed
Blended price
Not listed
Output speed
Not measured
Value
Not ranked
Knowledge cutoff
Unknown

Category scores

Each category score combines every public result we have in that category.

Ring-2.6-1T category scores
  1. Coding 40.7
  2. Reasoning 26.1
Ring-2.6-1T category ranks
CategoryScoreRankResults
Coding40.7—1
Reasoning26.1—1

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Benchmark results

Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.

Coding

Ring-2.6-1T Coding benchmark results
BenchmarkScorePositionSettingSourceDate
SciCode42.4%#71 of 121, top 59%Epoch AI
ALE-Bench432.57#89 of 105, top 85%Epoch AI

Reasoning

Ring-2.6-1T Reasoning benchmark results
BenchmarkScorePositionSettingSourceDate
CritPt3.7%#63 of 134, top 48%Epoch AI

Compare Ring-2.6-1T

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Frequently asked questions

How good is Ring-2.6-1T?

Ring-2.6-1T by Ant Group (inclusionAI) has 3 published benchmark results on Noometry, not yet enough to be ranked.

Is Ring-2.6-1T open source?

Yes. Ring-2.6-1T's weights are downloadable; check the license for commercial terms.