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

Last updated at: 2026-03-20

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3.5-27B Qwen3.5-27B none Release: 2026-02-24
Score 5.0 5.6
Rank #66 #56
Consistency 5.3 9.1
Tests Correct
Attempt pass rate 49.0% 35.3%
Flaky tests 10 2
Total Runs 51 51
Cost per result 2.398 0.303
Total Cost $0.072 $0.016
Input Price $0.300 / 1M $0.195 / 1M
Output Price $1.200 / 1M $1.560 / 1M
Output Tokens 4,517 3,164
Reasoning Tokens 47,612 0
Response Time (avg) 27.32s 1.70s
Response Time (max) 117.04s 9.39s
Response Time (total) 437.10s 28.82s

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
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 3.7 1.8 50.0% 2 12.64s 213 2,457
Qwen3.5-27B 4.8 10.0 0.0% 0 815ms 69 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
Qwen3.5-27B 6.7 7.9 55.6% 1 1.37s 680 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

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