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MiniMax: MiniMax M2.7 vs Qwen: Qwen3 Coder Next

Summary

MiniMax M2.7 vs Qwen3 Coder Next benchmark comparison: MiniMax M2.7 leads on average score with 5.2 vs 5.1. Qwen3 Coder Next has the lower benchmark cost at $0.009 vs $0.104. Qwen3 Coder Next is faster at 8.62s vs 38.18s, with pass rates of 46.0% vs 27.0%.

Recommended model: Qwen3 Coder Next - Its score stays close to the best score here (5.1 vs 5.2), while costing about 12.8x less than MiniMax M2.7.

Last updated at: 2026-06-12

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 5.2 5.1
Rank #134 #137
Reliability 10.0 10.0
Consistency 6.8 9.7
Tests Correct
Attempt pass rate 46.0% 27.0%
Flaky tests 8 1
Total Runs 63 63
Cost per result 2.494 0.165
Total Cost $0.104 $0.009
Input Price $0.250 / 1M $0.110 / 1M
Output Price $1.000 / 1M $0.800 / 1M
Total Input Tokens 34,371 47,507
Output Tokens 8,981 3,584
Reasoning Tokens 89,812 0
Response Time (avg) 38.18s 8.62s
Response Time (max) 196.21s 45.14s
Response Time (total) 763.60s 129.37s

Generation showcase

Hamster playing table tennis

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

#134 MiniMax M2.7

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

#137 Qwen3 Coder Next

none
Invalid SVG
Cost
$0.058
Time
246.3s
Tokens
64,126 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 Coder Next 3.6 10.0 0.0% 0 3.31s 645 1,321 0
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 Coder Next 4.6 7.9 22.2% 1 2.22s 7,442 621 0
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 Coder Next 3.0 10.0 0.0% 0 45.14s 20,469 317 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 Coder Next 6.5 10.0 50.0% 0 1.32s 7,758 246 0
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 Coder Next 5.3 10.0 33.3% 0 962ms 753 26 0
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 Coder Next 10.0 10.0 100.0% 0 1.34s 498 152 0
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 Coder Next 6.3 10.0 50.0% 0 7.78s 684 63 0
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 Coder Next 3.0 10.0 0.0% 0 24.34s 678 571 0
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 Coder Next 10.0 10.0 100.0% 0 2.47s 8,364 255 0
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 Coder Next 3.0 10.0 0.0% 0 601ms 216 12 0

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