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

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Last updated at : 2026-02-27 15:16

Summary

Metric MiniMax: MiniMax M2.5 medium Release: Unknown release date Qwen: Qwen3.5-27B medium Release: Unknown release date
Rank #26 #5
Score 5.64 8.55
Consistency 6.12 9.55
Cost per result 4.028 2.950
Total Cost $0.242 $0.325
Tests Correct
Wrong Tests 8 3
Attempt pass rate 64.3% 83.3%
Flaky tests 7 1
Output Tokens 121,297 1,091
Reasoning Tokens 203,513 131,807

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 9.33 7.89 88.9% 1 286 45,112
Qwen: Qwen3.5-27B 10.00 10.00 100.0% 0 102 8,956
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 5.50 5.81 83.3% 1 369 4,952
Qwen: Qwen3.5-27B 9.88 10.00 100.0% 0 270 16,150
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 1.00 4.41 22.2% 2 111,023 139,533
Qwen: Qwen3.5-27B 4.00 10.00 33.3% 0 43 52,368
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 7.00 6.41 66.7% 1 1,121 2,521
Qwen: Qwen3.5-27B 9.00 6.88 83.3% 1 97 11,638
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 4.33 4.79 55.6% 2 8,229 10,458
Qwen: Qwen3.5-27B 10.00 10.00 100.0% 0 231 41,372
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 10.00 10.00 100.0% 0 269 937
Qwen: Qwen3.5-27B 10.00 10.00 100.0% 0 348 1,323

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