MiniMax M3 (medium) vs Qwen3.7 Max

Compared models

Recommended model Qwen3.7 Max

It has the best score here (7.4), while costing about 1.5x less than MiniMax M3 (medium).

Metric	MiniMax M3 MiniMax M3 medium Release: 2026-06-01	Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22

Metric	MiniMax M3 MiniMax M3 medium Release: 2026-06-01	Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22
Score	7.5	7.4
Rank	#104	#113
Reliability	9.7	9.9
Consistency	8.0	10.0
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	62.1%	68.2%
Flaky tests	5	0
Total Runs	66	66
Cost per result	2.724	1.581
Total Cost	$0.300	$0.197
Input Price	$0.300 / 1M	$1.475 / 1M
Output Price	$1.200 / 1M	$4.425 / 1M
Total Input Tokens	121,996	95,992
Output Tokens	90,051	12,446
Reasoning Tokens	185,731	0
Response Time (avg)	75.15s	4.56s
Response Time (max)	431.03s	72.30s
Response Time (total)	1578.24s	100.30s
Parameters	428B total (23B active)	~1T total (~40B active)
Availability	Weights available	Closed

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

medium

none

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	5.5	3.7	66.7%	3		14.95s	2,526	874	3,414
Qwen3.7 Max	6.5	10.0	50.0%	0		1.08s	696	242	0

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	6.1	6.5	55.6%	1		144.74s	5,804	6,223	32,667
Qwen3.7 Max	5.5	10.0	33.3%	0		1.35s	7,911	582	0

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	10.0	10.0	100.0%	0		138.24s	90,204	30,186	87,263
Qwen3.7 Max	6.5	10.0	50.0%	0		37.23s	68,425	10,623	0

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	10.0	10.0	100.0%	0		14.92s	8,088	514	3,164
Qwen3.7 Max	10.0	10.0	100.0%	0		1.35s	7,794	243	0

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	3.2	9.3	0.0%	0		234.97s	875	28,389	31,248
Qwen3.7 Max	7.7	10.0	66.7%	0		1.24s	798	15	0

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	5.1	3.4	33.3%	1		33.25s	954	2,487	2,523
Qwen3.7 Max	10.0	10.0	100.0%	0		1.04s	522	120	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	9.8	10.0	100.0%	0		6.14s	1,623	103	920
Qwen3.7 Max	10.0	10.0	100.0%	0		943ms	711	72	0

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	7.9	9.9	66.7%	0		49.91s	2,079	11,946	13,761
Qwen3.7 Max	10.0	10.0	100.0%	0		1.13s	714	314	0

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	10.0	10.0	100.0%	0		11.91s	9,168	281	555
Qwen3.7 Max	10.0	10.0	100.0%	0		3.92s	8,211	222	0

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
MiniMax M3	3.0	10.0	0.0%	0		100.80s	675	9,048	10,216
Qwen3.7 Max	3.0	10.0	0.0%	0		856ms	210	13	0

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