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

Last updated at: 2026-04-11

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 5.3 5.7
Rank #76 #66
Consistency 5.5 9.2
Tests Correct
Attempt pass rate 51.9% 38.9%
Flaky tests 10 2
Total Runs 54 54
Cost per result 2.273 0.360
Total Cost $0.091 $0.022
Input Price $0.300 / 1M $0.260 / 1M
Output Price $1.200 / 1M $2.080 / 1M
Output Tokens 4,984 3,341
Reasoning Tokens 62,787 0
Response Time (avg) 31.08s 3.69s
Response Time (max) 117.04s 46.00s
Response Time (total) 528.37s 66.50s

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 10.0 10.0 100.0% 0 91.27s 467 15,175
Qwen3.5-122B-A10B 4.3 1.1 66.7% 1 3.44s 659 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 3.7 1.8 50.0% 2 12.64s 213 2,457
Qwen3.5-122B-A10B 4.5 6.8 16.7% 1 585ms 70 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
Qwen3.5-122B-A10B 5.4 10.0 33.3% 0 982ms 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

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