#309

Ring 2.6 1t

Inclusionai Release: 2026-05-10 Tested on: 2026-10-01 02:53 inclusionai/ring-2.6-1t::medium

1T total (63B active)MoEOpen source

(medium) (default)

Summary

Ring 2.6 1t scores 5.7 on AI BENCHY and ranks #309. It has 10.0 reliability, a 56.5% pass rate, $0.102 total cost, and 65.52s average response time.

What makes Ring 2.6 1t unique: It stands out most in Anti-AI Tricks, where it ranks #1, while Agentic is its weakest area at #16.

Recommended alternatives

We recommend choosing one of these models instead:

Space Bunny Alpha (high)

Score: 7.5 (+1.80 points)
Total Cost (Current Price): $0.000 · 100.0% cheaper
Response Time (avg): 29.38s · 55.2% faster

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Claude Haiku 5.5 (low)

Score: 8.6 (+2.84 points)
Total Cost (Current Price): $0.061 · 40.7% cheaper
Response Time (avg): 7.51s · 88.5% faster

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GPT-6 Luna (medium)

Score: 8.3 (+2.53 points)
Total Cost (Current Price): $0.047 · 54.0% cheaper
Response Time (avg): 18.07s · 72.4% faster

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Model facts

Researched on 2026-08-12

Reported

Parameters: 1T total (63B active)
Architecture: MoE
Availability: Open source
License: MIT

Parameter source Availability source

Score

5.7

Consistency

8.9

Reliability

10.0

Total Cost (Current Price)

$0.102 ↑ +41.9%

Tested at: $0.072

Total Output Tokens

149,419

Total Input Tokens

113,613

Input Price

$0.075 / 1M

Output Price

$0.625 / 1M

Cache Read Price

N/A

Cache Write Price

N/A

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Tests Correct

Wrong Tests: 12

Attempt pass rate: 56.5%

Flaky tests

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

65.52s

Response Time (max): 304.19s

Response Time (total): 1376.01s

Wrong answer: 6 API error: 3 Did not follow instructions: 2 Invalid tool call: 1

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#309 Ring 2.6 1t

medium

Ring-2.6-1T is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ring-2.6-1t

Cost: $0.000
Time: 0.1s
Tokens: 0 tok

Run history

Tested on	Score	Reliability	Total Cost	Compare
2026-10-01 02:53 Re-test	5.7	10.0	$0.102 ↑	Current run
2026-07-16 23:27 New test added	6.3	10.0	$0.103 ↑	Compare
2026-06-04 14:30 New test added	6.9	10.0	$0.033