AI BENCHY Compare

Google: Gemma 4 31B vs Poolside: Laguna XS 2.1

Summary

Gemma 4 31B vs Laguna XS 2.1 benchmark comparison: Gemma 4 31B leads on average score with 6.3 vs 5.3. Laguna XS 2.1 has the lower benchmark cost at $0.003 vs $0.033. Laguna XS 2.1 is faster at 722ms vs 56.55s, with pass rates of 69.8% vs 31.8%.

Recommended model: Gemma 4 31B - It has the strongest score in this comparison (6.3) and the best overall balance of cost and response time across all 2 models.

Last updated at: 2026-07-02

Metric	Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 Free Available	Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available

Metric	Gemma 4 31B Gemma 4 31B medium Release: 2026-04-02 Free Available	Laguna XS 2.1 Laguna XS 2.1 none Release: 2026-07-02 Free Available
Score	6.3	5.3
Rank	#91	#128
Reliability	10.0	10.0
Consistency	9.4	9.0
Tests Correct
Attempt pass rate	69.8%	31.8%
Flaky tests	1	3
Total Runs	63	63
Cost per result	0.257	0.058
Total Cost	$0.033	$0.003
Input Price	$0.120 / 1M	$0.060 / 1M
Output Price	$0.350 / 1M	$0.120 / 1M
Total Input Tokens	17,957	41,148
Output Tokens	22,356	3,451
Reasoning Tokens	65,726	0
Response Time (avg)	56.55s	722ms
Response Time (max)	437.40s	2.30s
Response Time (total)	1074.41s	15.17s

Generation showcase

Hamster playing table tennis

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

#91 Gemma 4 31B

medium

Cost: $0.002
Time: 45.7s
Tokens: 2,696 tok

#128 Laguna XS 2.1

none

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

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	10.0	10.0	100.0%	0		12.89s	816	962	2,046
Laguna XS 2.1	5.3	8.3	33.3%	1		755ms	774	1,015	0

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	4.3	5.8	22.2%	1		219.76s	5,568	11,098	33,212
Laguna XS 2.1	4.3	7.8	22.2%	1		623ms	7,995	562	0

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	3.0	10.0	0.0%	0		0ms	0	0	0
Laguna XS 2.1	3.0	10.0	0.0%	0		1.76s	14,197	402	0

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	10.0	10.0	100.0%	0		21.11s	8,334	1,822	2,951
Laguna XS 2.1	10.0	10.0	100.0%	0		768ms	7,734	240	0

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	7.7	10.0	66.7%	0		38.48s	876	4,349	8,985
Laguna XS 2.1	5.3	10.0	33.3%	0		364ms	834	14	0

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	10.0	10.0	100.0%	0		9.57s	567	105	888
Laguna XS 2.1	5.0	10.0	0.0%	0		529ms	537	128	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	10.0	10.0	100.0%	0		12.76s	777	533	2,035
Laguna XS 2.1	3.8	5.8	33.3%	1		364ms	638	50	0

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	9.9	10.0	100.0%	0		26.91s	801	1,795	5,595
Laguna XS 2.1	3.0	10.0	0.0%	0		1.01s	771	730	0

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	3.0	10.0	0.0%	0		0ms	0	0	0
Laguna XS 2.1	10.0	10.0	100.0%	0		1.36s	7,413	300	0

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Gemma 4 31B	3.0	10.0	0.0%	0		90.14s	218	1,692	10,014
Laguna XS 2.1	3.0	10.0	0.0%	0		254ms	255	10	0

Quick Compare

Switch Comparison Pair

Gemma 4 31BmediumFree AvailablevsGPT-5.5none Seed-2.0-LitenonevsGemma 4 31BmediumFree Available MiniMax M2.7mediumvsLaguna XS 2.1noneFree Available Mistral Small 4mediumvsLaguna XS 2.1noneFree Available Gemma 4 31BmediumFree AvailablevsQwen3.5-Flashnone Gemma 4 31BmediumFree AvailablevsNemotron 3 Ultra 550b A55bnoneFree Available Gemma 4 31BmediumFree AvailablevsQwen3.6 Max Previewnone Gemma 4 31BmediumFree AvailablevsGLM 5none Gemma 4 31BmediumFree AvailablevsQwen3.6 Flashnone Gemma 4 31BmediumFree AvailablevsQwen3.5-35B-A3Bnone CobuddymediumvsLaguna XS 2.1noneFree Available Gemma 4 31BmediumFree AvailablevsQwen3.5-27Bnone