Qwen3.7 Plus vs GLM 5.3 (high)

Compared models

Recommended model Qwen3.7 Plus

It has the best score here (7.8), while costing about 3.4x less than GLM 5.3 (high).

Metric	Qwen3.7 Plus Qwen3.7 Plus none Release: 2026-06-03	GLM 5.3 GLM 5.3 high Release: 2026-08-20

Metric	Qwen3.7 Plus Qwen3.7 Plus none Release: 2026-06-03	GLM 5.3 GLM 5.3 high Release: 2026-08-20
Score	7.8	7.8
Rank	#110	#107
Reliability	10.0	10.0
Consistency	10.0	7.6
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	56.5%	75.4%
Flaky tests	0	7
Total Runs	69	69
Cost per result	1.410	4.351
Total Cost	$0.178	$0.610
Input Price	$0.320 / 1M	$1.400 / 1M
Output Price	$1.280 / 1M	$4.400 / 1M
Cache Read Price	$0.064 / 1M	$0.140 / 1M
Cache Write Price	$0.400 / 1M	N/A
Total Input Tokens	250,495	219,811
Output Tokens	76,261	8,811
Reasoning Tokens	0	59,671
Response Time (avg)	17.80s	28.38s
Response Time (max)	206.03s	159.91s
Response Time (total)	409.51s	652.78s
Parameters	~397B total (~17B active)	744B total (40B active)
Availability	Closed	Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

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 Plus	10.0	10.0	100.0%	0		143.11s	151,662	18,164	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 Plus	6.5	10.0	50.0%	0		1.38s	696	349	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 Plus	5.5	10.0	33.3%	0		2.15s	7,911	639	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 Plus	10.0	10.0	100.0%	0		117.70s	71,266	56,024	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 Plus	10.0	10.0	100.0%	0		1.43s	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 Plus	5.3	10.0	33.3%	0		1.04s	798	18	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 Plus	5.3	10.0	0.0%	0		1.33s	522	78	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 Plus	6.3	10.0	50.0%	0		929ms	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 Plus	7.7	10.0	66.7%	0		1.71s	714	443	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 Plus	10.0	10.0	100.0%	0		3.54s	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 Plus	3.0	10.0	0.0%	0		1.21s	210	9	0
GLM 5.3	3.0	10.0	0.0%	0		21.98s	207	85	2,043

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