AI BENCHY Compare

Qwen: Qwen3.5-35B-A3B vs Z.ai: GLM 5.1

Summary

Qwen3.5-35B-A3B vs GLM 5.1 benchmark comparison: Qwen3.5-35B-A3B leads on average score with 6.3 vs 5.6. GLM 5.1 has the lower benchmark cost at $0.058 vs $0.401. GLM 5.1 is faster at 4.10s vs 72.57s, with pass rates of 69.8% vs 41.3%.

Recommended model: GLM 5.1 - Its score stays close to the best score here (5.6 vs 6.3), while costing about 6.9x less than Qwen3.5-35B-A3B.

Last updated at: 2026-06-18

Metric	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24	GLM 5.1 GLM 5.1 none Release: 2026-04-07

Metric	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24	GLM 5.1 GLM 5.1 none Release: 2026-04-07
Score	6.3	5.6
Rank	#89	#116
Reliability	10.0	10.0
Consistency	7.5	8.5
Tests Correct
Attempt pass rate	69.8%	41.3%
Flaky tests	6	4
Total Runs	63	63
Cost per result	5.162	0.843
Total Cost	$0.401	$0.058
Input Price	$0.140 / 1M	$0.980 / 1M
Output Price	$1.000 / 1M	$3.080 / 1M
Total Input Tokens	42,196	47,133
Output Tokens	40,630	3,754
Reasoning Tokens	353,577	0
Response Time (avg)	72.57s	4.10s
Response Time (max)	409.98s	32.57s
Response Time (total)	1524.04s	86.18s

Generation showcase

Hamster playing table tennis

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

#89 Qwen3.5-35B-A3B

medium

Cost: $0.009
Time: 71.4s
Tokens: 8,631 tok

#116 GLM 5.1

none

Invalid SVG

Cost: $0.000
Time: 300.0s
Tokens: 0 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

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 5.1	4.0	6.3	25.0%	2		2.11s	555	305	0

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 5.1	3.9	9.7	0.0%	0		4.96s	7,256	525	0

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	4.7	1.6	66.7%	1		75.34s	20,992	775	12,485
GLM 5.1	2.8	2.1	33.3%	1		32.57s	22,831	2,129	0

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 5.1	10.0	10.0	100.0%	0		1.08s	7,107	204	0

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.5-35B-A3B	4.1	4.4	44.5%	2		88.34s	500	41	46,368
GLM 5.1	2.9	7.2	11.1%	1		1.99s	687	24	0

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 5.1	5.0	10.0	0.0%	0		790ms	477	39	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 5.1	9.8	10.0	100.0%	0		1.98s	636	66	0

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 5.1	7.7	10.0	66.7%	0		1.45s	609	151	0

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 5.1	10.0	10.0	100.0%	0		10.68s	6,789	300	0

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 5.1	3.0	10.0	0.0%	0		2.34s	186	11	0

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