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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 4.7. Qwen3 Coder Next has the lower benchmark cost at $0.008 vs $0.075. Qwen3 Coder Next is faster at 8.58s vs 38.18s, with pass rates of 46.0% vs 28.6%.

Recommended model: MiniMax M2.7 - It has the strongest score in this comparison (5.2) and the best overall balance of cost and response time across all 2 models.

Last updated at: 2026-07-02

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.2 4.7
Rank #132 #153
Reliability 10.0 10.0
Consistency 6.8 8.9
Tests Correct
Attempt pass rate 46.0% 28.6%
Flaky tests 8 3
Total Runs 63 63
Cost per result 2.494 0.201
Total Cost $0.075 $0.008
Input Price $0.180 / 1M $0.110 / 1M
Output Price $0.720 / 1M $0.800 / 1M
Total Input Tokens 34,371 47,250
Output Tokens 8,981 3,319
Reasoning Tokens 89,812 0
Response Time (avg) 38.18s 8.58s
Response Time (max) 196.21s 81.80s
Response Time (total) 763.60s 128.68s

Generation showcase

Hamster playing table tennis

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

#132 MiniMax M2.7

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

#153 Qwen3 Coder Next

medium
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 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 3.5 8.1 16.7% 1 8.64s 645 1,252 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 3.7 7.2 22.2% 1 924ms 7,185 336 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 4.28s 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 81.80s 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 638ms 753 25 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 6.3 3.4 66.7% 1 1.39s 498 142 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 7.49s 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 1.25s 678 671 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 2.64s 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 399ms 216 12 0

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