Laguna XS 2.1 vs Qwen3.6 35B A3B

Compared models

Recommended model Laguna XS 2.1

It has the best score here (5.3), while costing about 7.1x less than Qwen3.6 35B A3B.

Metric	Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available	Qwen3.6 35B A3B Qwen3.6 35B A3B none Release: 2026-04-20

Metric	Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available	Qwen3.6 35B A3B Qwen3.6 35B A3B none Release: 2026-04-20
Score	5.3	5.3
Rank	#252	#256
Reliability	10.0	10.0
Consistency	9.0	8.1
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	30.3%	28.8%
Flaky tests	3	5
Total Runs	66	66
Cost per result	0.143	1.470
Total Cost	$0.008	$0.051
Input Price	$0.060 / 1M	$0.100 / 1M
Output Price	$0.120 / 1M	$0.900 / 1M
Total Input Tokens	91,607	93,990
Output Tokens	13,377	45,905
Reasoning Tokens	0	0
Response Time (avg)	1.55s	5.57s
Response Time (max)	19.02s	39.54s
Response Time (total)	34.01s	111.32s
Parameters	33B total (3B active)	35B total (3B active)
Availability	Weights available	Open source

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

none

none

Category:

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
Qwen3.6 35B A3B	3.6	7.6	16.7%	1		2.10s	696	1,571	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
Qwen3.6 35B A3B	5.5	10.0	33.3%	0		8.77s	7,911	11,161	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		10.39s	64,647	10,328	0
Qwen3.6 35B A3B	3.8	5.8	33.3%	1		39.54s	74,650	19,202	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
Qwen3.6 35B A3B	10.0	10.0	100.0%	0		1.46s	7,788	248	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		303ms	843	14	0
Qwen3.6 35B A3B	2.9	7.2	11.1%	1		7.76s	792	10,329	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
Qwen3.6 35B A3B	4.4	3.0	33.3%	1		3.51s	520	1,545	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
Qwen3.6 35B A3B	6.2	5.8	66.7%	1		1.86s	709	1,264	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
Qwen3.6 35B A3B	3.2	9.9	0.0%	0		1.07s	714	573	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
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		0ms	0	0	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
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		414ms	210	12	0

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