Qwen3.8 27B (low) vs GLM 5.2 (medium)

Compared models

Rank: #93
Total Output Tokens: 169,329
Response Time (avg): 39.11s
Total Cost: ~$0.071

Rank: #98
Total Output Tokens: 61,761
Response Time (avg): 23.28s
Total Cost: $0.151

Recommended model Qwen3.8 27B (low)

It has the best score here (7.9), while costing about 2.1x less than GLM 5.2 (medium).

Detailed comparison

Metric	Qwen3.8 27B Qwen3.8 27B low Release: 2026-08-14	GLM 5.2 GLM 5.2 medium Release: 2026-06-17

Metric	Qwen3.8 27B Qwen3.8 27B low Release: 2026-08-14	GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score	7.9	7.8
Rank	#93	#98
Reliability	10.0	9.5
Consistency	10.0	8.0
Attempts	66/66	63/66
Tests Correct
Attempt pass rate	68.2%	80.3%
Flaky tests	0	4
Total Runs	66	63
Cost per result	~0.473	2.159
Total Cost	~$0.071	$0.151
Input Price	N/A	$0.650 / 1M
Output Price	N/A	$2.042 / 1M
Total Input Tokens	99,705	37,199
Output Tokens	1,545	12,261
Reasoning Tokens	167,784	49,500
Response Time (avg)	39.11s	23.28s
Response Time (max)	376.04s	101.36s
Response Time (total)	860.51s	488.94s
Parameters	27.3B	744B total (40B active)
Availability	Weights available	Open source

Model generation showcase

Hamster playing table tennis

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

#93 Qwen3.8 27B

low

Cost: ~$0.003
Time: 92.8s
Tokens: 6,902 tok

#98 GLM 5.2

medium

Cost: $0.041
Time: 195.8s
Tokens: 9,287 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	10.0	10.0	100.0%	0		3.02s	984	183	2,016
GLM 5.2	10.0	10.0	100.0%	0		5.89s	639	497	2,634

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	7.7	10.0	66.7%	0		140.92s	8,127	585	86,694
GLM 5.2	8.2	7.2	88.9%	1		40.96s	7,317	1,475	17,123

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	10.0	10.0	100.0%	0		90.63s	69,687	66	37,791
GLM 5.2	5.0	5.0	50.0%	0		51.96s	12,696	458	4,531

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	10.0	10.0	100.0%	0		8.03s	9,087	150	1,962
GLM 5.2	10.0	10.0	100.0%	0		13.44s	7,149	348	2,345

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	5.3	10.0	33.3%	0		60.78s	1,014	12	31,872
GLM 5.2	4.1	4.4	44.5%	2		45.47s	551	8,188	11,606

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	5.0	10.0	0.0%	0		5.37s	594	132	729
GLM 5.2	10.0	10.0	100.0%	0		17.39s	498	54	1,842

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	10.0	10.0	100.0%	0		2.43s	855	48	915
GLM 5.2	9.9	10.0	100.0%	0		7.90s	678	94	1,518

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	7.7	10.0	66.7%	0		4.91s	930	240	2,382
GLM 5.2	8.2	7.2	88.9%	1		13.13s	672	536	4,822

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	3.0	10.0	0.0%	0		8.42s	8,145	15	1,350
GLM 5.2	10.0	10.0	100.0%	0		20.41s	6,861	230	550

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 27B	3.0	10.0	0.0%	0		12.64s	282	114	2,073
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

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