MiniMax M2.7 (medium) vs Qwen3 Coder Next

Compared models

Recommended model Qwen3 Coder Next

It has the best score here (5.1), while costing about 8.1x less than MiniMax M2.7 (medium).

Metric	MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18	Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03

Metric	MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18	Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score	5.0	5.1
Rank	#275	#269
Reliability	10.0	10.0
Consistency	6.6	9.7
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	45.5%	25.8%
Flaky tests	9	1
Total Runs	66	66
Cost per result	4.149	0.488
Total Cost	$0.208	$0.026
Input Price	$0.300 / 1M	$0.120 / 1M
Output Price	$1.200 / 1M	$0.800 / 1M
Total Input Tokens	114,527	134,227
Output Tokens	18,558	11,808
Reasoning Tokens	129,146	0
Response Time (avg)	43.25s	8.63s
Response Time (max)	196.21s	45.14s
Response Time (total)	908.21s	146.72s
Parameters	230B total (10B active)	80B total (3B active)
Availability	Weights available	Open source

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

medium

none

Invalid SVG

Category:

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	3.8	1.6	50.0%	2		72.12s	94,380	9,946	33,704
Qwen3 Coder Next	3.0	10.0	0.0%	0		30.86s	107,180	8,541	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		39.70s	254	8	12,906
Qwen3 Coder Next	5.3	10.0	33.3%	0		871ms	762	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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