Laguna XS 2.1 (medium) vs Qwen3.6 35B A3B (medium)

Recommended model Laguna XS 2.1 (medium)

Its score stays close to the best score here (6.5 vs 6.6), while costing about 11.2x less than Qwen3.6 35B A3B (medium).

Detailed comparison

Metric	Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available	Qwen3.6 35B A3B Qwen3.6 35B A3B medium Release: 2026-04-20

Metric	Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available	Qwen3.6 35B A3B Qwen3.6 35B A3B medium Release: 2026-04-20
Score	6.5	6.6
Rank	#151	#148
Reliability	10.0	10.0
Consistency	9.2	9.2
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	45.5%	57.6%
Flaky tests	2	2
Total Runs	66	66
Cost per result	0.745	6.212
Total Cost	$0.068	$0.750
Input Price	$0.060 / 1M	$0.150 / 1M
Output Price	$0.120 / 1M	$1.000 / 1M
Total Input Tokens	118,998	85,148
Output Tokens	30,750	61,736
Reasoning Tokens	491,730	681,556
Response Time (avg)	48.18s	58.49s
Response Time (max)	422.72s	817.57s
Response Time (total)	1059.93s	1169.83s
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.

medium

medium

Invalid SVG

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	4.8	10.0	25.0%	0		41.96s	774	353	73,090
Qwen3.6 35B A3B	10.0	10.0	100.0%	0		6.02s	672	1,154	12,385

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	5.5	10.0	33.3%	0		70.35s	7,995	23,767	83,258
Qwen3.6 35B A3B	7.7	10.0	66.7%	0		50.55s	5,051	7,929	37,223

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	6.3	10.0	50.0%	0		218.07s	91,698	5,496	229,064
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		817.57s	68,754	42,187	548,547

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		4.50s	7,734	234	3,129
Qwen3.6 35B A3B	10.0	10.0	100.0%	0		12.99s	7,776	2,591	9,968

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	3.5	4.4	33.3%	2		67.48s	843	17	91,430
Qwen3.6 35B A3B	2.9	4.4	22.2%	2		25.39s	780	6,110	41,906

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		4.15s	537	119	1,375
Qwen3.6 35B A3B	4.4	9.9	0.0%	0		8.66s	516	129	4,569

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Laguna XS 2.1	9.8	10.0	100.0%	0		2.57s	753	82	1,844
Qwen3.6 35B A3B	10.0	10.0	100.0%	0		7.50s	699	219	7,404

Puzzle Solving	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		3.43s	771	357	3,355
Qwen3.6 35B A3B	8.0	10.0	66.7%	0		5.95s	696	655	9,228

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		3.01s	7,638	309	748
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		10.88s	255	16	4,437
Qwen3.6 35B A3B	3.0	10.0	0.0%	0		32.90s	204	762	10,326

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