AI BENCHY Compare

Poolside: Laguna XS 2.1 vs Qwen: Qwen3.5-35B-A3B

Summary

Laguna XS 2.1 vs Qwen3.5-35B-A3B benchmark comparison: Qwen3.5-35B-A3B leads on average score with 6.3 vs 5.3. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.401. Laguna XS 2.1 is faster at 722ms vs 72.57s, with pass rates of 31.8% vs 69.8%.

Recommended model: Laguna XS 2.1 - It offers the best overall trade-off: a competitive score (5.3), lower cost than Qwen3.5-35B-A3B, and balanced response time.

Last updated at: 2026-07-02

Metric	Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24

Metric	Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available	Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24
Score	5.3	6.3
Rank	#128	#92
Reliability	10.0	10.0
Consistency	9.0	7.5
Tests Correct
Attempt pass rate	31.8%	69.8%
Flaky tests	3	6
Total Runs	63	63
Cost per result	0.058	5.162
Total Cost	$0.003	$0.401
Input Price	$0.060 / 1M	$0.140 / 1M
Output Price	$0.120 / 1M	$1.000 / 1M
Total Input Tokens	41,148	42,196
Output Tokens	3,451	40,630
Reasoning Tokens	0	353,577
Response Time (avg)	722ms	72.57s
Response Time (max)	2.30s	409.98s
Response Time (total)	15.17s	1524.04s

Generation showcase

Hamster playing table tennis

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

#128 Laguna XS 2.1

none

Cost: $0.001
Time: 27.6s
Tokens: 4,344 tok

#92 Qwen3.5-35B-A3B

medium

Cost: $0.009
Time: 71.4s
Tokens: 8,631 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
Laguna XS 2.1	5.3	8.3	33.3%	1		755ms	774	1,015	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		21.13s	672	798	42,652

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	4.3	7.8	22.2%	1		623ms	7,995	562	0
Qwen3.5-35B-A3B	5.9	9.3	33.3%	0		206.65s	4,106	23,844	111,462

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	3.0	10.0	0.0%	0		1.76s	14,197	402	0
Qwen3.5-35B-A3B	4.7	1.6	66.7%	1		75.34s	20,992	775	12,485

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	10.0	10.0	100.0%	0		768ms	7,734	240	0
Qwen3.5-35B-A3B	7.3	5.9	83.3%	1		59.33s	6,061	235	19,493

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	5.3	10.0	33.3%	0		364ms	834	14	0
Qwen3.5-35B-A3B	4.1	4.4	44.5%	2		88.34s	500	41	46,368

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	5.0	10.0	0.0%	0		529ms	537	128	0
Qwen3.5-35B-A3B	2.8	1.6	33.3%	1		30.30s	172	20	3,753

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	3.8	5.8	33.3%	1		364ms	638	50	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		24.45s	699	97	17,361

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	3.0	10.0	0.0%	0		1.01s	771	730	0
Qwen3.5-35B-A3B	8.2	7.2	88.9%	1		33.13s	597	3,592	26,585

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	10.0	10.0	100.0%	0		1.36s	7,413	300	0
Qwen3.5-35B-A3B	10.0	10.0	100.0%	0		4.65s	8,193	309	1,365

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	3.0	10.0	0.0%	0		254ms	255	10	0
Qwen3.5-35B-A3B	3.0	10.0	0.0%	0		177.35s	204	10,919	72,053

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