Qwen3.7 Max vs GLM 5.3 FlashX (max)

Compared models

Recommended model Qwen3.7 Max

It has the best score here (7.9), while responding about 5.6x faster than GLM 5.3 FlashX (max).

Metric	Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21

Metric	Qwen3.7 Max Qwen3.7 Max none Release: 2026-05-22	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21
Score	7.9	7.9
Rank	#100	#97
Reliability	9.9	10.0
Consistency	10.0	8.0
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	69.6%	78.3%
Flaky tests	0	6
Total Runs	69	69
Cost per result	3.070	4.153
Total Cost	$0.492	$0.623
Input Price	$1.475 / 1M	$0.370 / 1M
Output Price	$4.425 / 1M	$1.250 / 1M
Total Input Tokens	243,553	322,894
Output Tokens	20,670	8,010
Reasoning Tokens	0	394,755
Response Time (avg)	7.85s	43.97s
Response Time (max)	80.34s	390.70s
Response Time (total)	180.65s	1011.29s
Parameters	~1T total (~40B active)	320B total (18B active)
Availability	Closed	Closed

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

none

max

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 FlashX	6.1	3.1	66.7%	1		104.77s	221,683	1,709	25,322

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 FlashX	10.0	10.0	100.0%	0		2.65s	639	301	2,210

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 FlashX	8.2	7.2	88.9%	1		24.61s	7,317	463	36,503

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 FlashX	8.2	6.9	66.7%	1		45.23s	76,431	3,485	35,762

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 FlashX	10.0	10.0	100.0%	0		3.38s	7,149	223	2,262

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 FlashX	3.5	4.4	33.3%	2		224.00s	759	583	279,058

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 FlashX	10.0	10.0	100.0%	0		5.01s	498	209	1,290

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 FlashX	9.9	10.0	100.0%	0		2.23s	678	72	1,032

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 FlashX	8.2	7.7	77.8%	1		3.88s	672	456	2,848

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 FlashX	10.0	10.0	100.0%	0		9.39s	6,861	231	712

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 FlashX	3.0	10.0	0.0%	0		22.41s	207	278	7,756

Switch Comparison Pair