AI BENCHY Compare

Laguna Xs.2 vs Qwen: Qwen3.5-9B

Last updated at: 2026-04-29

Metric	Laguna Xs.2 Laguna Xs.2 none Release: 2026-04-28 Free Available	Qwen3.5-9B Qwen3.5-9B medium Release: 2026-03-02

Metric	Laguna Xs.2 Laguna Xs.2 none Release: 2026-04-28 Free Available	Qwen3.5-9B Qwen3.5-9B medium Release: 2026-03-02
Score	5.0	4.4
Rank	#118	#130
Reliability	9.9	N/A
Consistency	10.0	7.2
Tests Correct
Attempt pass rate	27.8%	33.3%
Flaky tests	0	6
Total Runs	54	54
Cost per result	0.000	0.976
Total Cost	$0.000	$0.030
Input Price	$0.000 / 1M	$0.100 / 1M
Output Price	$0.000 / 1M	$0.150 / 1M
Output Tokens	3,824	24,291
Reasoning Tokens	0	172,597
Response Time (avg)	1.68s	73.64s
Response Time (max)	16.04s	226.38s
Response Time (total)	30.26s	1104.60s

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)	Output Tokens	Reasoning Tokens
Laguna Xs.2	3.2	10.0	0.0%	0		743ms	933	0
Qwen3.5-9B	5.1	5.8	50.0%	2		34.44s	2,621	12,411

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	2.5	10.0	0.0%	0		1.96s	866	0
Qwen3.5-9B	2.6	10.0	0.0%	0		135.61s	6,150	31,393

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	3.0	10.0	0.0%	0		2.01s	521	0
Qwen3.5-9B	3.0	10.0	0.0%	0		0ms	0	0

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	10.0	10.0	100.0%	0		646ms	246	0
Qwen3.5-9B	3.6	5.6	33.3%	1		87.31s	1,383	32,113

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	5.3	10.0	33.3%	0		371ms	33	0
Qwen3.5-9B	3.6	7.2	22.2%	1		137.75s	11,549	48,475

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	5.0	10.0	0.0%	0		16.04s	200	0
Qwen3.5-9B	2.8	1.6	33.3%	1		226.38s	0	30,695

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	6.5	10.0	50.0%	0		439ms	81	0
Qwen3.5-9B	6.4	5.8	66.7%	1		17.15s	599	4,517

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	5.4	10.0	33.3%	0		688ms	552	0
Qwen3.5-9B	3.1	10.0	0.0%	0		33.38s	1,545	11,844

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	3.0	10.0	0.0%	0		1.93s	392	0
Qwen3.5-9B	10.0	10.0	100.0%	0		4.31s	444	1,149

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