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MiniMax: MiniMax M2.7 vs Qwen: Qwen3.5-27B

Last updated at: 2026-05-28

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3.5-27B Qwen3.5-27B none Release: 2026-02-24
Score 5.4 5.8
Rank #125 #108
Reliability 10.0 10.0
Consistency 6.7 9.3
Tests Correct
Attempt pass rate 48.3% 40.0%
Flaky tests 8 2
Total Runs 60 60
Cost per result 2.076 0.241
Total Cost $0.104 $0.014
Input Price $0.279 / 1M $0.195 / 1M
Output Price $1.200 / 1M $1.560 / 1M
Output Tokens 8,224 3,585
Reasoning Tokens 73,373 0
Response Time (avg) 29.86s 1.69s
Response Time (max) 117.04s 9.39s
Response Time (total) 567.39s 33.82s

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
Qwen3.5-27B 4.8 10.0 25.0% 0 788ms 267 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
Qwen3.5-27B 7.3 10.0 50.0% 0 1.98s 408 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
Qwen3.5-27B 2.8 1.6 33.3% 1 9.39s 1,461 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
Qwen3.5-27B 10.0 10.0 100.0% 0 1.43s 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
Qwen3.5-27B 3.0 10.0 0.0% 0 540ms 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
Qwen3.5-27B 5.0 10.0 0.0% 0 2.51s 126 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
Qwen3.5-27B 6.3 10.0 50.0% 0 1.03s 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
Qwen3.5-27B 6.7 7.9 55.6% 1 1.38s 683 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
Qwen3.5-27B 10.0 10.0 100.0% 0 3.54s 303 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
Qwen3.5-27B 3.0 10.0 0.0% 0 599ms 10 0

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