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MiniMax: MiniMax M2.5 vs Qwen: Qwen3 Coder Next

Last updated at: 2026-05-21

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.4 4.7
Rank #119 #140
Reliability 8.3 10.0
Consistency 6.1 8.9
Tests Correct
Attempt pass rate 50.0% 30.0%
Flaky tests 10 3
Total Runs 60 60
Cost per result 6.719 0.193
Total Cost $0.336 $0.008
Input Price $0.150 / 1M $0.110 / 1M
Output Price $1.150 / 1M $0.800 / 1M
Output Tokens 163,286 3,280
Reasoning Tokens 281,440 0
Response Time (avg) 51.19s 9.31s
Response Time (max) 237.27s 81.80s
Response Time (total) 614.27s 130.28s

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 M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
Qwen3 Coder Next 3.5 8.1 16.7% 1 8.64s 1,252 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.3 10.0 0.0% 0 137.01s 54,962 56,483
Qwen3 Coder Next 4.1 5.8 33.3% 1 1.28s 327 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 142 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 7.5 6.7 66.7% 1 4.64s 252 1,873
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.34s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
Qwen3 Coder Next 3.0 10.0 0.0% 0 2.30s 641 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 1,280 18,535
Qwen3 Coder Next 3.0 10.0 0.0% 0 399ms 12 0

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