AI BENCHY Compare

Qwen: Qwen3.5-35B-A3B vs Z.ai: GLM 4.7 Flash

Summary

Qwen3.5-35B-A3B vs GLM 4.7 Flash benchmark comparison: Qwen3.5-35B-A3B leads on average score with 6.3 vs 4.9. GLM 4.7 Flash has the lower benchmark cost at $0.004 vs $0.401. GLM 4.7 Flash is faster at 2.86s vs 72.57s, with pass rates of 69.8% vs 36.5%.

Recommended model: GLM 4.7 Flash - It offers the best overall trade-off: a competitive score (4.9), lower cost than Qwen3.5-35B-A3B, and balanced response time.

Last updated at: 2026-07-02

Metric	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24	GLM 4.7 Flash GLM 4.7 Flash none Release: 2026-01-19

Metric	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24	GLM 4.7 Flash GLM 4.7 Flash none Release: 2026-01-19
Score	6.3	4.9
Rank	#92	#146
Reliability	10.0	10.0
Consistency	7.5	8.8
Tests Correct
Attempt pass rate	69.8%	36.5%
Flaky tests	6	3
Total Runs	63	63
Cost per result	5.162	0.056
Total Cost	$0.401	$0.004
Input Price	$0.140 / 1M	$0.060 / 1M
Output Price	$1.000 / 1M	$0.400 / 1M
Total Input Tokens	42,196	38,745
Output Tokens	40,630	2,521
Reasoning Tokens	353,577	0
Response Time (avg)	72.57s	2.86s
Response Time (max)	409.98s	7.05s
Response Time (total)	1524.04s	40.04s

Generation showcase

Hamster playing table tennis

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

#92 Qwen3.5-35B-A3B

medium

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

#146 GLM 4.7 Flash

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 4.7 Flash	5.2	7.9	41.7%	1		5.51s	555	438	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 4.7 Flash	4.3	10.0	0.0%	0		2.54s	7,256	650	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 4.7 Flash	3.0	10.0	0.0%	0		3.22s	14,325	704	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 4.7 Flash	7.3	5.8	83.3%	1		4.82s	7,107	196	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 4.7 Flash	7.7	10.0	66.7%	0		744ms	687	19	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 4.7 Flash	4.0	10.0	0.0%	0		1.59s	477	134	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 4.7 Flash	6.5	10.0	50.0%	0		888ms	636	62	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 4.7 Flash	6.4	10.0	33.3%	0		1.20s	609	97	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 4.7 Flash	2.8	1.6	33.3%	1		7.05s	6,907	212	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 4.7 Flash	3.0	10.0	0.0%	0		692ms	186	9	0

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