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 5.9 vs 5.3. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.012. Laguna XS 2.1 is faster at 722ms vs 3.37s, with pass rates of 31.8% vs 42.9%.

Recommended model: Qwen3.5-35B-A3B - It has the strongest score in this comparison (5.9) and the best overall balance of cost and response time across all 2 models.

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 none 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 none Release: 2026-02-24
Score	5.3	5.9
Rank	#128	#106
Reliability	10.0	10.0
Consistency	9.0	8.9
Tests Correct
Attempt pass rate	31.8%	42.9%
Flaky tests	3	3
Total Runs	63	63
Cost per result	0.058	0.230
Total Cost	$0.003	$0.012
Input Price	$0.060 / 1M	$0.140 / 1M
Output Price	$0.120 / 1M	$1.000 / 1M
Total Input Tokens	41,148	48,194
Output Tokens	3,451	4,343
Reasoning Tokens	0	0
Response Time (avg)	722ms	3.37s
Response Time (max)	2.30s	47.43s
Response Time (total)	15.17s	70.75s

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

#106 Qwen3.5-35B-A3B

none

Cost: $0.005
Time: 28.4s
Tokens: 4,518 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	3.4	7.9	16.7%	1		1.43s	696	574	0

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	5.5	10.0	33.3%	0		1.39s	7,808	571	0

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	3.0	10.0	0.0%	0		47.43s	20,739	1,833	0

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	10.0	10.0	100.0%	0		1.16s	7,794	243	0

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	7.7	10.0	66.7%	0		485ms	789	15	0

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	6.5	3.4	66.7%	1		1.19s	522	114	0

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	6.3	10.0	50.0%	0		809ms	711	63	0

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	3.7	7.4	22.2%	1		1.35s	714	655	0

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		2.30s	8,211	264	0

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		493ms	210	11	0

Quick Compare

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