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Ring-2.6-1T vs MiniMax M2.5 (medium)

Ring-2.6-1T leads on average score with 4.8 vs 4.6. Ring-2.6-1T has the lower benchmark cost at $0.026 vs $0.327. Ring-2.6-1T is faster at 51.99s vs 69.08s, with pass rates of 45.5% vs 43.9%.

Last updated at: 2026-09-22

Compared models

Rank
#299
Total Output Tokens
40,277
Response Time (avg)
51.99s
Total Cost
$0.026
Rank
#314
Total Output Tokens
272,229
Response Time (avg)
69.08s
Total Cost
$0.327
Recommended model Ring-2.6-1T

It has the best score here (4.8), while costing about 12.7x less than MiniMax M2.5 (medium).

Detailed comparison

Metric Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10 MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12
Score 4.8 4.6
Rank #299 #314
Reliability 10.0 10.0
Consistency 9.3 6.6
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 45.5% 43.9%
Flaky tests 2 9
Total Runs 66 66
Cost per result 0.037 6.463
Total Cost $0.026 $0.327
Input Price $0.075 / 1M $0.270 / 1M
Output Price $0.625 / 1M $1.080 / 1M
Total Input Tokens 7,608 142,621
Output Tokens 40,277 20,409
Reasoning Tokens 0 251,820
Response Time (avg) 51.99s 69.08s
Response Time (max) 143.82s 251.36s
Response Time (total) 831.90s 1036.24s
Parameters 1T total (63B active) 230B total (10B active)
Availability Open source Weights available

Model generation showcase

Hamster playing table tennis

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

#299 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

#314 MiniMax M2.5

medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
Cost
$0.000
Time
300.0s
Tokens
0 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 10.0 33.3% 0 143.82s 834 5,036 0
MiniMax M2.5 3.4 9.1 0.0% 0 188.58s 6,076 357 106,177

Quick Compare

Switch Comparison Pair

Ring-2.6-1TnonevsNemotron 3.5 LightninglowFree AvailableTrinity Large ThinkinghighvsRing-2.6-1TnoneGranite 4.2 8BhighvsMiniMax M2.5mediumMiniMax M2.5mediumvsLaguna S 2.1noneFree AvailableMercury 2nonevsMiniMax M2.5mediumCobuddymediumvsRing-2.6-1TnoneTrinity Large PreviewnonevsMiniMax M2.5mediumRing-2.6-1TnonevsLaguna S 2.1lowFree AvailableMiniMax M2.5mediumvsGLM 4.7 FlashnoneKAT-Coder-Air V2.5nonevsMiniMax M2.5mediumMercury 2.5 PreviewlowvsRing-2.6-1TnoneRing-2.6-1TnonevsMiniMax M2.7medium