Laguna XS 2.1 vs Qwen3.6 35B A3B

Compared models

Rank: #338
Total Output Tokens: 23,173
Response Time (avg): 4.56s
Total Cost: $0.020

Rank: #339
Total Output Tokens: 63,781
Response Time (avg): 8.43s
Total Cost: $0.105

Recommended model Laguna XS 2.1

It has the best score here (5.3), while costing about 5.5x less than Qwen3.6 35B A3B.

Detailed comparison

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	#338	#339
Reliability	10.0	10.0
Consistency	9.1	7.9
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	29.0%	29.0%
Flaky tests	3	6
Total Runs	69	69
Cost per result	0.380	2.586
Total Cost	$0.020	$0.105
Input Price	$0.060 / 1M	$0.150 / 1M
Output Price	$0.120 / 1M	$1.000 / 1M
Cache Read Price	$0.030 / 1M	$0.050 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	270,072	272,479
Output Tokens	23,173	40,677
Reasoning Tokens	0	23,104
Response Time (avg)	4.56s	8.43s
Response Time (max)	70.79s	65.61s
Response Time (total)	104.80s	176.93s
Parameters	33B total (3B active)	35B total (3B active)
Availability	Weights available	Open source

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#338 Laguna XS 2.1

none

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

#339 Qwen3.6 35B A3B

none

Cost: $0.008
Time: 30.1s
Tokens: 6,317 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

Category:

Agentic	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		70.79s	178,465	9,796	0
Qwen3.6 35B A3B	5.2	3.2	33.3%	1		65.61s	178,489	17,876	0

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	960	10,201

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	36	10,293

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	124	1,421

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	75	1,189

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

Switch Comparison Pair

Qwen3.6 35B A3BnonevsInkling SmalllowFree Available Granite 4.2 8BlowvsLaguna XS 2.1noneFree Available Laguna XS 2.1noneFree AvailablevsInkling SmalllowFree Available Granite 4.2 8BlowvsQwen3.6 35B A3Bnone Nemotron 3.5 LightninghighFree AvailablevsQwen3.6 35B A3Bnone Nemotron 3.5 LightninghighFree AvailablevsLaguna XS 2.1noneFree Available KAT Coder AIR V2.5highvsQwen3.6 35B A3Bnone Laguna XS 2.1noneFree AvailablevsStep 3.5 Flashmedium KAT Coder AIR V2.5highvsLaguna XS 2.1noneFree Available Qwen3.6 35B A3BnonevsStep 3.5 Flashmedium Laguna XS 2.1noneFree AvailablevsHy4 previewlow Qwen3.6 35B A3BnonevsHy4 previewlow