Qwen3.7 Max vs GLM 5.3 (high)

Compared models

Recommended model Qwen3.7 Max

It has the best score here (7.9), while responding about 3.6x faster than GLM 5.3 (high).

Metric	Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22	GLM 5.3 GLM 5.3 high Release: 2026-08-20

Metric	Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22	GLM 5.3 GLM 5.3 high Release: 2026-08-20
Score	7.9	7.8
Rank	#100	#105
Reliability	9.9	10.0
Consistency	10.0	7.6
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	69.6%	75.4%
Flaky tests	0	7
Total Runs	69	69
Cost per result	3.070	4.351
Total Cost	$0.492	$0.610
Input Price	$1.475 / 1M	$1.400 / 1M
Output Price	$4.425 / 1M	$4.400 / 1M
Total Input Tokens	243,553	219,811
Output Tokens	20,670	8,811
Reasoning Tokens	0	59,671
Response Time (avg)	7.85s	28.38s
Response Time (max)	80.34s	159.91s
Response Time (total)	180.65s	652.78s
Parameters	~1T total (~40B active)	744B total (40B active)
Availability	Closed	Closed

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

none

high

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	10.0	10.0	100.0%	0		80.34s	147,561	8,224	0
GLM 5.3	10.0	10.0	100.0%	0		40.72s	132,210	2,805	2,010

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	6.5	10.0	50.0%	0		1.08s	696	242	0
GLM 5.3	10.0	10.0	100.0%	0		3.72s	639	237	481

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	5.5	10.0	33.3%	0		1.35s	7,911	582	0
GLM 5.3	6.6	5.0	66.7%	2		18.89s	7,317	473	8,190

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	6.5	10.0	50.0%	0		37.23s	68,425	10,623	0
GLM 5.3	6.4	5.8	66.7%	1		63.96s	62,821	3,936	12,203

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	10.0	10.0	100.0%	0		1.35s	7,794	243	0
GLM 5.3	10.0	10.0	100.0%	0		3.55s	7,149	210	189

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	7.7	10.0	66.7%	0		1.24s	798	15	0
GLM 5.3	2.9	4.4	22.2%	2		112.33s	759	238	33,423

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	10.0	10.0	100.0%	0		1.04s	522	120	0
GLM 5.3	6.1	3.1	66.7%	1		8.00s	498	192	407

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	10.0	10.0	100.0%	0		943ms	711	72	0
GLM 5.3	9.8	10.0	100.0%	0		3.62s	678	72	182

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	10.0	10.0	100.0%	0		1.13s	714	314	0
GLM 5.3	8.2	7.2	88.9%	1		4.74s	672	332	452

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	10.0	10.0	100.0%	0		3.92s	8,211	222	0
GLM 5.3	10.0	10.0	100.0%	0		17.05s	6,861	231	91

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.7 Max	3.0	10.0	0.0%	0		856ms	210	13	0
GLM 5.3	3.0	10.0	0.0%	0		21.98s	207	85	2,043

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