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Ring-2.6-1T

by inclusionai · Released May 2026

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Context
262K tokens (~131 books)
Input $/1M
$0.07
Output $/1M
$0.63
Type
text
License
Proprietary
Benchmarks
3 tested
Data updated today
About

Ring-2.6-1T is a 1T-parameter-scale thinking model with 63B active parameters, built for real-world agent workflows that require both strong capability and operational efficiency. It is optimized for coding agents, tool...

Tested on 3 benchmarks with 0.0% average. Top scores: Artificial Analysis — Coding Index (42.8%), Artificial Analysis — Quality Index (30.6%), Artificial Analysis — Agentic Index (18.9%).

Capabilities
speed
51.3
#51 globally
Benchmark Scores
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Tested on 3 benchmarks · Ranked across 1 categories
Score Distribution (all 274 models)
0255075100
Artificial Analysis — Coding Index

Artificial Analysis Coding Index. Composite coding quality score from multiple code benchmarks.

42.8
Artificial Analysis — Quality Index

Artificial Analysis Quality Index. Composite quality score combining multiple benchmark results into a single metric.

30.6
Artificial Analysis — Agentic Index

Artificial Analysis Agentic Index. Composite score measuring agent capability across tool use and planning tasks.

18.9
Excellent (85+) Good (70-85) Average (50-70) Below (<50)
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Documentation
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BenchGecko API
ring-2-6-1t
Specifications
  • Typetext
  • Context262K tokens (~131 books)
  • ReleasedMay 2026
  • LicenseProprietary
  • StatusActive
  • Cost / Message~$0.001
Available On
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inclusionai$0.07
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Ring-2.6-1T is a proprietary text AI model by inclusionai, released in May 2026. Context window: 262K tokens.