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Ring 2.6 1t — Currently unavailable

Currently unavailableBazaarLink no longer offers this model. This page remains available as a historical reference.

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...

ProviderIinclusionai
ReleasedMay 2026
Model IDinclusionai/ring-2.6-1t

Technical specifications

Context window
262K tokens
Reasoning
Input
Text
Output
Text

Independent benchmarks

Scores below come from Artificial Analysis, an independent third party. BazaarLink does not participate in the testing.

Intelligence 32
Coding 43
Math
MMLU
GPQA 86
This modelCategory leader
Coding ability
#104out of 221 models
LiveCodeBench / SciCode and similar
Overall intelligence
#148out of 597 models
Aggregated across academic benchmarks
Intelligence
32
Top 25%
This model
32
Category leader
63
Median
16
Coding
43
Mid-tier
This model
43
Category leader
78
Median
39
GPQA
86%
This model
86%
Category leader
94%
Median
69%
HLE
18%
This model
18%
Category leader
53%
Median
7%
SciCode
42%
This model
42%
Category leader
60%
Median
34%
IFBench
45%
This model
45%
Category leader
83%
Median
44%
τ²-Bench Telecom
92%
This model
92%
Category leader
99%
Median
46%
AA-LCR
64%
This model
64%
Category leader
76%
Median
40%
Terminal-Bench Hard
29%
This model
29%
Category leader
66%
Median
14%

Top 5 — CodingCoding Index leaderboard

1GPT-5.6 Sol (xhigh)openai/gpt-5-6-sol-xhigh78$5 / $30
4GPT-5.6 Sol (high)openai/gpt-5-6-sol-high77$5 / $30
5Claude Opus 5 (Adaptive Reasoning, Xhigh Effort)anthropic/claude-opus-5-xhigh77$5 / $25
AASource: Artificial Analysis · Independent third-party evaluation; not influenced by BazaarLinkView full evaluation on AA →
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Frequently Asked Questions

Can I still use Ring 2.6 1t through BazaarLink?

No. Ring 2.6 1t is currently unavailable through BazaarLink. See the active alternatives linked on this page.

Relay integrity checks

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BazaarLink Probe verifies endpoints that claim to serve this model and flags behavior that differs from the reference baseline.

View the full integrity report →

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