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

Summary

MiniMax M2.7 vs Qwen3.5-9B benchmark comparison: MiniMax M2.7 leads on average score with 5.3 vs 4.2. Qwen3.5-9B has the lower benchmark cost at $0.036 vs $0.113. MiniMax M2.7 is faster at 38.18s vs 82.24s, with pass rates of 46.0% vs 27.0%.

Recommended model: MiniMax M2.7 - It has the best score here (5.3), while responding about 2.2x faster than Qwen3.5-9B.

Last updated at: 2026-06-10

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3.5-9B Qwen3.5-9B medium Release: 2026-03-02
Score 5.3 4.2
Rank #131 #162
Reliability 10.0 6.7
Consistency 6.8 8.0
Tests Correct
Attempt pass rate 46.0% 27.0%
Flaky tests 8 5
Total Runs 63 63
Cost per result 2.494 1.187
Total Cost $0.113 $0.036
Input Price $0.270 / 1M $0.100 / 1M
Output Price $1.080 / 1M $0.150 / 1M
Total Input Tokens 34,371 17,070
Output Tokens 8,981 29,045
Reasoning Tokens 89,812 209,516
Response Time (avg) 38.18s 82.24s
Response Time (max) 196.21s 226.38s
Response Time (total) 763.60s 1315.88s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#131 MiniMax M2.7

medium
Cost
$0.022
Time
22.8s
Tokens
9,250 tok

#162 Qwen3.5-9B

medium
Cost
$0.001
Time
35.9s
Tokens
3,030 tok

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) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 654 3,010 17,716
Qwen3.5-9B 5.1 5.8 50.0% 2 34.44s 369 2,621 12,411
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 5.7 9.1 33.3% 0 101.89s 2,961 1,231 38,841
Qwen3.5-9B 2.9 10.0 0.0% 0 100.88s 2,396 7,890 41,129
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 14,233 369 4,480
Qwen3.5-9B 3.0 10.0 0.0% 0 0ms 0 0 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 7,152 187 5,882
Qwen3.5-9B 3.6 5.6 33.3% 1 87.31s 4,722 1,383 32,113
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 245 8 2,796
Qwen3.5-9B 3.6 7.2 22.2% 1 137.75s 295 11,549 48,475
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 486 92 5,204
Qwen3.5-9B 2.8 1.6 33.3% 1 226.38s 180 0 30,695
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 5.8 33.3% 1 12.80s 687 350 2,600
Qwen3.5-9B 6.5 10.0 50.0% 0 5.75s 381 491 1,824
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 5.9 7.2 55.6% 1 24.87s 675 362 7,840
Qwen3.5-9B 3.0 10.0 0.0% 0 32.27s 376 1,593 12,026
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 7,067 304 1,001
Qwen3.5-9B 10.0 10.0 100.0% 0 4.31s 8,283 444 1,149
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 22.77s 211 3,068 3,452
Qwen3.5-9B 3.0 10.0 0.0% 0 177.02s 68 3,074 29,694

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