AI BENCHY Compare

Laguna Xs.2 vs Z.ai: GLM 4.7 Flash

Last updated at: 2026-04-29

Metric	Laguna Xs.2 Laguna Xs.2 none Release: 2026-04-28 Free Available	GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19

Metric	Laguna Xs.2 Laguna Xs.2 none Release: 2026-04-28 Free Available	GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19
Score	5.0	4.6
Rank	#118	#124
Reliability	9.9	N/A
Consistency	10.0	6.3
Tests Correct
Attempt pass rate	27.8%	38.9%
Flaky tests	0	8
Total Runs	54	54
Cost per result	0.000	1.126
Total Cost	$0.000	$0.046
Input Price	$0.000 / 1M	$0.060 / 1M
Output Price	$0.000 / 1M	$0.400 / 1M
Output Tokens	3,824	39,688
Reasoning Tokens	0	72,401
Response Time (avg)	1.68s	32.33s
Response Time (max)	16.04s	174.55s
Response Time (total)	30.26s	355.65s

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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)	Output Tokens	Reasoning Tokens
Laguna Xs.2	3.2	10.0	0.0%	0		743ms	933	0
GLM 4.7 Flash	4.7	5.9	41.7%	2		14.95s	1,122	6,110

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	2.5	10.0	0.0%	0		1.96s	866	0
GLM 4.7 Flash	3.6	2.1	33.3%	1		21.26s	969	6,936

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	3.0	10.0	0.0%	0		2.01s	521	0
GLM 4.7 Flash	2.8	2.1	33.3%	1		65.57s	2,585	20,648

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	10.0	10.0	100.0%	0		646ms	246	0
GLM 4.7 Flash	6.3	10.0	50.0%	0		1.51s	584	2,755

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	5.3	10.0	33.3%	0		371ms	33	0
GLM 4.7 Flash	3.5	4.4	33.3%	2		174.55s	33,000	25,394

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	5.0	10.0	0.0%	0		16.04s	200	0
GLM 4.7 Flash	3.6	9.7	0.0%	0		18.14s	18	2,138

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	6.5	10.0	50.0%	0		439ms	81	0
GLM 4.7 Flash	6.2	5.8	66.7%	1		2.97s	388	2,181

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	5.4	10.0	33.3%	0		688ms	552	0
GLM 4.7 Flash	2.9	7.2	11.1%	1		12.90s	798	5,225

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Output Tokens	Reasoning Tokens
Laguna Xs.2	3.0	10.0	0.0%	0		1.93s	392	0
GLM 4.7 Flash	10.0	10.0	100.0%	0		15.95s	224	1,014

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