Qwen3.5-35B-A3B (medium) vs GLM 5.3 FlashX (low)

Compared models

Recommended model GLM 5.3 FlashX (low)

It has the best score here (6.3), while costing about 12.8x less than Qwen3.5-35B-A3B (medium).

Metric	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21

Metric	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24	GLM 5.3 FlashX GLM 5.3 FlashX low Release: 2026-09-21
Score	6.1	6.3
Rank	#208	#201
Reliability	10.0	10.0
Consistency	7.6	7.0
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	65.2%	65.2%
Flaky tests	6	8
Total Runs	66	66
Cost per result	9.806	0.816
Total Cost	$1.148	$0.090
Input Price	$0.313 / 1M	$0.370 / 1M
Output Price	$1.250 / 1M	$1.250 / 1M
Total Input Tokens	130,450	117,325
Output Tokens	54,857	10,494
Reasoning Tokens	838,606	26,542
Response Time (avg)	110.84s	6.58s
Response Time (max)	950.25s	73.01s
Response Time (total)	2438.58s	144.85s
Parameters	35B total (3B active)	320B total (18B active)
Availability	Open source	Closed

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

medium

low

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		21.13s	672	798	42,652
GLM 5.3 FlashX	8.2	7.9	83.3%	1		1.56s	639	278	353

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	5.9	9.3	33.3%	0		206.65s	4,106	23,844	111,462
GLM 5.3 FlashX	5.5	7.4	44.4%	1		5.45s	7,317	382	4,760

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	3.8	5.8	33.3%	1		512.79s	109,184	775	444,948
GLM 5.3 FlashX	2.8	1.6	33.3%	2		42.40s	92,545	8,581	18,553

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	7.3	5.9	83.3%	1		59.33s	6,061	235	19,493
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.59s	7,149	210	81

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	3.5	4.4	33.3%	2		76.44s	562	14,268	98,934
GLM 5.3 FlashX	3.5	4.4	33.3%	2		3.87s	759	36	2,040

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	2.8	1.6	33.3%	1		30.30s	172	20	3,753
GLM 5.3 FlashX	4.7	1.6	66.7%	1		2.07s	498	137	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		24.45s	699	97	17,361
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.34s	678	72	84

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	8.2	7.2	88.9%	1		33.13s	597	3,592	26,585
GLM 5.3 FlashX	7.7	7.3	77.8%	1		1.89s	672	460	336

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		4.65s	8,193	309	1,365
GLM 5.3 FlashX	10.0	10.0	100.0%	0		9.52s	6,861	231	20

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	3.0	10.0	0.0%	0		177.35s	204	10,919	72,053
GLM 5.3 FlashX	3.0	10.0	0.0%	0		2.69s	207	107	315

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