Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Compare

inclusionAI: Ring-2.6-1T vs MiniMax: MiniMax M2.5

Summary

Ring-2.6-1T vs MiniMax M2.5 benchmark comparison: Ring-2.6-1T leads on average score with 4.8 vs 4.7. Ring-2.6-1T has the lower benchmark cost at $0.026 vs $0.303. Ring-2.6-1T is faster at 55.10s vs 65.37s, with pass rates of 47.6% vs 46.0%.

Recommended model: Ring-2.6-1T - It has the best score here (4.8), while costing about 11.8x less than MiniMax M2.5.

Last updated at: 2026-06-18

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 4.7
Rank #144 #146
Reliability 10.0 10.0
Consistency 9.3 6.5
Tests Correct
Attempt pass rate 47.6% 46.0%
Flaky tests 2 9
Total Runs 63 63
Cost per result 0.000 7.900
Total Cost $0.026 $0.303
Input Price $0.075 / 1M $0.150 / 1M
Output Price $0.625 / 1M $0.900 / 1M
Total Input Tokens 7,599 43,706
Output Tokens 39,954 109,495
Reasoning Tokens 0 330,814
Response Time (avg) 55.10s 65.37s
Response Time (max) 143.82s 251.36s
Response Time (total) 881.55s 849.76s

Generation showcase

Hamster playing table tennis

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

#144 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

#146 MiniMax M2.5

medium
Invalid SVG
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

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 810 5,575 0
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 612 286 45,344
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
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 21,104 740 9,713
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 2,712 1,529 0
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 6,584 266 3,835
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 873 17,728 0
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 308 105,047 133,487
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 561 846 0
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 492 25 1,686
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 774 2,004 0
MiniMax M2.5 7.5 10.0 50.0% 0 621ms 699 156 1,495
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 792 3,469 0
MiniMax M2.5 5.3 7.2 44.4% 1 11.21s 495 1,069 9,605
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 7,123 269 937
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 243 3,767 0
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 213 1,280 18,535

Quick Compare

Switch Comparison Pair

Ling-2.6-1TnonevsMiniMax M2.5mediumMiniMax M2.5mediumvsGPT-5.4 NanononeMercury 2nonevsMiniMax M2.5mediumCobuddymediumvsRing-2.6-1TnoneRing-2.6-1TnonevsQwen3 Coder NextmediumLing-2.6-flashnonevsMiniMax M2.5mediumMiniMax M2.5mediumvsNemotron 3 SupernoneFree AvailableMiniMax M2.5mediumvsGLM 4.7 FlashnoneMiniMax M2.5mediumvsGPT-4o-mininoneTrinity Large PreviewnonevsMiniMax M2.5mediumRing-2.6-1TnonevsMistral Small 4mediumMiniMax M2.5mediumvsGrok 4.20none