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MiniMax: MiniMax M2.7 vs Qwen: Qwen3.5-122B-A10B

Last updated at: 2026-05-28

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3.5-122B-A10B Qwen3.5-122B-A10B none Release: 2026-02-24
Score 5.4 5.4
Rank #125 #127
Reliability 10.0 10.0
Consistency 6.7 9.5
Tests Correct
Attempt pass rate 48.3% 33.3%
Flaky tests 8 1
Total Runs 60 60
Cost per result 2.076 0.380
Total Cost $0.104 $0.019
Input Price $0.279 / 1M $0.260 / 1M
Output Price $1.200 / 1M $2.080 / 1M
Output Tokens 8,224 3,374
Reasoning Tokens 73,373 0
Response Time (avg) 29.86s 3.38s
Response Time (max) 117.04s 46.00s
Response Time (total) 567.39s 67.55s

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
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
Qwen3.5-122B-A10B 4.8 10.0 25.0% 0 1.59s 312 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 6.7 9.6 50.0% 0 54.73s 474 22,402
Qwen3.5-122B-A10B 4.0 5.5 33.3% 1 2.14s 684 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 46.00s 1,137 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 1.01s 243 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
Qwen3.5-122B-A10B 5.3 10.0 33.3% 0 465ms 15 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
Qwen3.5-122B-A10B 5.0 10.0 0.0% 0 1.12s 66 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 5.8 33.3% 1 12.80s 350 2,600
Qwen3.5-122B-A10B 6.3 10.0 50.0% 0 513ms 69 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 5.9 7.2 55.6% 1 24.87s 362 7,840
Qwen3.5-122B-A10B 3.8 10.0 0.0% 0 1.00s 575 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 2.04s 264 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 22.77s 3,068 3,452
Qwen3.5-122B-A10B 3.0 10.0 0.0% 0 295ms 9 0

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