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MiniMax: MiniMax M2.7 vs Qwen: Qwen3.5-9B

Last updated at: 2026-03-18

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3.5-9B Qwen3.5-9B none Release: 2026-03-02
Score 5.0 4.8
Rank #64 #68
Consistency 5.3 10.0
Tests Correct
Attempt pass rate 49.0% 23.5%
Flaky tests 10 0
Total Runs 51 51
Cost per result 2.398 0.111
Total Cost $0.072 $0.005
Input Price $0.300 / 1M $0.050 / 1M
Output Price $1.200 / 1M $0.150 / 1M
Output Tokens 4,517 2,945
Reasoning Tokens 47,612 0
Response Time (avg) 27.32s 1.22s
Response Time (max) 117.04s 5.91s
Response Time (total) 437.10s 20.74s

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
Qwen3.5-9B 3.1 9.9 0.0% 0 1.71s 582 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
Qwen3.5-9B 3.0 10.0 0.0% 0 5.91s 1,255 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
Qwen3.5-9B 10.0 10.0 100.0% 0 847ms 249 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
Qwen3.5-9B 3.0 10.0 0.0% 0 464ms 24 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
Qwen3.5-9B 4.4 9.9 0.0% 0 552ms 99 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
Qwen3.5-9B 6.5 10.0 50.0% 0 514ms 75 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
Qwen3.5-9B 3.2 9.9 0.0% 0 683ms 388 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
Qwen3.5-9B 10.0 10.0 100.0% 0 1.27s 273 0

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