#170

Ring-2.6-1T

Inclusionai Release: 2026-05-10 Tested on: 2026-07-16 23:16 inclusionai/ring-2.6-1t::none

1T total (63B active)MoEOpen source

(medium) (none)

Summary

Ring-2.6-1T scores 4.8 on AI BENCHY and ranks #170. It has 10.0 reliability, a 45.5% pass rate, $0.026 total cost, and 55.10s average response time.

What makes Ring-2.6-1T unique: It stands out most in Domain specific, where it ranks #3, while Data parsing and extraction is its weakest area at #18. Its total benchmark cost is unusually low for its score range.

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

4.8

Consistency

9.3

Reliability

10.0

Total Cost (Current Price)

$0.026 ↕ New

Tested at: $0.000

Total Output Tokens

39,954

Total Input Tokens

7,599

Input Price

$0.075 / 1M

Output Price

$0.625 / 1M

Tests Correct

Wrong Tests: 13

Attempt pass rate: 45.5%

Flaky tests

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

Response Time (avg)

55.10s

Response Time (max): 143.82s

Response Time (total): 881.55s

API error: 6 Wrong answer: 5 Did not follow instructions: 2

Hamster playing table tennis

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

#170 Ring-2.6-1T

none

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: 0.0s
Tokens: 0 tok

Run history

Tested on	Score	Reliability	Tests Correct	Total Cost	Compare
2026-08-14 03:07 Re-test	4.8	10.0		$0.026 ↑	Compare
2026-07-16 23:16 New test added	4.8	10.0		$0.026