Poolside: Laguna XS 2.1 vs Qwen: Qwen3.5-27B

The average score is effectively tied at 6.5 vs 6.5. Qwen3.5-27B has the lower benchmark cost at $0.058 vs $0.068. Qwen3.5-27B is faster at 4.76s vs 47.93s, with pass rates of 42.4% vs 40.9%.

Recommended modelQwen3.5-27BIt has the best score here (6.5), while responding about 10.1x faster than Laguna XS 2.1 (medium).

Last updated at: 2026-07-17

Metric	Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available	Qwen3.5-27B Qwen3.5-27B none Release: 2026-02-24

Metric	Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available	Qwen3.5-27B Qwen3.5-27B none Release: 2026-02-24
Score	6.5	6.5
Rank	#97	#98
Reliability	10.0	10.0
Consistency	9.6	9.3
Tests Correct
Attempt pass rate	42.4%	40.9%
Flaky tests	1	2
Total Runs	66	66
Cost per result	0.746	0.763
Total Cost	$0.068	$0.058
Input Price	$0.060 / 1M	$0.195 / 1M
Output Price	$0.120 / 1M	$1.560 / 1M
Total Input Tokens	118,989	102,316
Output Tokens	30,750	24,321
Reasoning Tokens	491,833	0
Response Time (avg)	47.93s	4.76s
Response Time (max)	422.72s	69.46s
Response Time (total)	1054.49s	104.71s

Hamster playing table tennis

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

#97 Laguna XS 2.1

medium

Cost: $0.001
Time: 30.6s
Tokens: 4,678 tok

#98 Qwen3.5-27B

none

Cost: $0.007
Time: 42.9s
Tokens: 4,273 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:

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
Qwen3.5-27B	4.8	10.0	25.0%	0		788ms	696	267	0

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
Qwen3.5-27B	5.8	10.0	33.3%	0		1.80s	7,913	415	0

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
Qwen3.5-27B	6.4	5.8	66.7%	1		39.43s	74,756	22,190	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		4.50s	7,734	234	3,129
Qwen3.5-27B	10.0	10.0	100.0%	0		1.43s	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	2.9	7.2	11.1%	1		65.66s	834	17	91,533
Qwen3.5-27B	3.0	10.0	0.0%	0		540ms	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		4.15s	537	119	1,375
Qwen3.5-27B	5.0	10.0	0.0%	0		2.51s	522	126	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	9.8	10.0	100.0%	0		2.57s	753	82	1,844
Qwen3.5-27B	6.3	10.0	50.0%	0		1.03s	711	69	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	5.3	10.0	33.3%	0		3.43s	771	357	3,355
Qwen3.5-27B	6.7	7.9	55.6%	1		1.38s	714	683	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		3.01s	7,638	309	748
Qwen3.5-27B	10.0	10.0	100.0%	0		3.54s	8,211	303	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
Qwen3.5-27B	3.0	10.0	0.0%	0		599ms	210	10	0

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