AI BENCHY Compare

Meta: Muse Spark 1.1 vs Z.ai: GLM 5.2

Summary

Muse Spark 1.1 (medium) leads on average score with 8.9 vs 8.0. GLM 5.2 (high) has the lower benchmark cost at $0.660 vs $1.152. Muse Spark 1.1 (medium) is faster at 23.35s vs 37.09s, with pass rates of 76.2% vs 77.8%.

Recommended modelMuse Spark 1.1 (medium)It has the best score here (8.9), while responding about 1.6x faster than GLM 5.2 (high).

Last updated at: 2026-07-16

Metric	Muse Spark 1.1 Muse Spark 1.1 medium Release: 2026-07-16	GLM 5.2 GLM 5.2 high Release: 2026-06-17

Metric	Muse Spark 1.1 Muse Spark 1.1 medium Release: 2026-07-16	GLM 5.2 GLM 5.2 high Release: 2026-06-17
Score	8.9	8.0
Rank	#15	#35
Reliability	10.0	9.3
Consistency	9.2	7.6
Tests Correct
Attempt pass rate	76.2%	77.8%
Flaky tests	2	6
Total Runs	63	63
Cost per result	7.676	4.255
Total Cost	$1.152	$0.660
Input Price	$1.250 / 1M	$0.919 / 1M
Output Price	$4.250 / 1M	$2.887 / 1M
Total Input Tokens	59,928	34,993
Output Tokens	3,523	51,575
Reasoning Tokens	249,752	166,065
Response Time (avg)	23.35s	37.09s
Response Time (max)	165.38s	180.69s
Response Time (total)	490.40s	778.91s

Generation showcase

Hamster playing table tennis

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

#15 Muse Spark 1.1

medium

Cost: $0.024
Time: 29.2s
Tokens: 5,774 tok

#35 GLM 5.2

high

Invalid SVG

Cost: $0.000
Time: 300.0s
Tokens: 0 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
Muse Spark 1.1	10.0	10.0	100.0%	0		5.72s	2,334	657	8,260
GLM 5.2	10.0	10.0	100.0%	0		5.80s	639	406	2,660

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		15.66s	8,562	347	23,562
GLM 5.2	6.4	4.4	77.8%	2		73.03s	5,124	2,302	22,546

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	9.6	10.0	100.0%	0		26.33s	21,282	838	11,595
GLM 5.2	10.0	10.0	100.0%	0		43.51s	12,696	711	4,267

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		4.96s	7,827	240	3,387
GLM 5.2	10.0	10.0	100.0%	0		5.81s	7,143	435	1,414

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	3.5	4.4	33.3%	2		71.45s	2,016	105	109,166
GLM 5.2	3.5	4.4	33.3%	2		73.97s	551	46,693	90,566

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		4.41s	906	116	1,833
GLM 5.2	10.0	10.0	100.0%	0		12.90s	498	63	1,743

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	6.5	10.0	50.0%	0		6.31s	1,527	233	5,186
GLM 5.2	10.0	10.0	100.0%	0		4.26s	678	151	1,210

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	7.9	9.9	66.7%	0		42.49s	1,938	350	76,778
GLM 5.2	6.0	4.6	66.7%	2		33.71s	665	568	22,392

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	9.8	10.0	100.0%	0		6.99s	12,924	598	1,610
GLM 5.2	10.0	10.0	100.0%	0		9.25s	6,861	246	503

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	3.0	10.0	0.0%	0		18.45s	612	39	8,375
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

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