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

Last updated at: 2026-05-19

Metric Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10 MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available
Score 7.2 5.5
Rank #60 #113
Reliability 9.9 6.7
Consistency 8.7 5.9
Tests Correct
Attempt pass rate 66.7% 52.6%
Flaky tests 3 10
Total Runs 57 57
Cost per result 0.000 5.443
Total Cost $0.000 $0.273
Input Price $0.075 / 1M $0.150 / 1M
Output Price $0.625 / 1M $1.150 / 1M
Output Tokens 21,752 108,324
Reasoning Tokens 42,754 224,957
Response Time (avg) 61.29s 43.39s
Response Time (max) 304.19s 237.27s
Response Time (total) 1164.50s 477.26s

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) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 59.65s 1,369 3,985
MiniMax M2.5 3.0 10.0 0.0% 0 0ms 0 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 304.19s 324 6,088
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 6.5 10.0 50.0% 0 37.36s 840 1,937
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.5 4.4 33.3% 2 64.92s 9,744 15,013
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 4.1 10.0 0.0% 0 58.26s 150 583
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 11.78s 266 1,831
MiniMax M2.5 7.5 6.7 66.7% 1 4.64s 252 1,873
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 5.9 7.2 55.6% 1 20.73s 697 2,479
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 104.44s 234 1,531
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 1,280 18,535

Quick Compare

Switch Comparison Pair

Ring-2.6-1TmediumvsQwen3.6 Max PreviewnoneClaude Sonnet 4.6nonevsRing-2.6-1TmediumMiniMax M2.5mediumFree AvailablevsQwen3.5-122B-A10BnoneMiniMax M2.5mediumFree AvailablevsQwen3.6 FlashnoneDeepSeek V3.2nonevsMiniMax M2.5mediumFree AvailableMiniMax M2.5mediumFree AvailablevsKimi K2.5noneMiniMax M2.5mediumFree AvailablevsGrok 4.20noneMiniMax M2.5mediumFree AvailablevsMiMo-V2.5-PrononeMiniMax M2.5mediumFree AvailablevsGLM 5.1noneMiniMax M2.5mediumFree AvailablevsGLM 5 TurbononeMiniMax M2.5mediumFree AvailablevsKimi K2.6noneMiniMax M2.5mediumFree AvailablevsGPT-5.4none