Muse Glimmer 30B (xhigh) vs GLM 5.2 (high)

Compared models

Recommended model Muse Glimmer 30B (xhigh)

It has the best score here (8.1), while costing about 1.6x less than GLM 5.2 (high).

Metric	Muse Glimmer 30B Muse Glimmer 30B xhigh Release: 2026-08-11	GLM 5.2 GLM 5.2 high Release: 2026-06-17

Metric	Muse Glimmer 30B Muse Glimmer 30B xhigh Release: 2026-08-11	GLM 5.2 GLM 5.2 high Release: 2026-06-17
Score	8.1	8.0
Rank	#80	#86
Reliability	9.9	10.0
Consistency	8.6	8.6
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	69.7%	69.7%
Flaky tests	4	3
Total Runs	66	66
Cost per result	4.883	6.849
Total Cost	$0.510	$0.799
Input Price	$0.300 / 1M	$0.650 / 1M
Output Price	$1.200 / 1M	$2.042 / 1M
Total Input Tokens	110,930	83,822
Output Tokens	116,373	72,040
Reasoning Tokens	330,471	292,615
Response Time (avg)	95.55s	69.86s
Response Time (max)	576.79s	599.43s
Response Time (total)	2102.12s	1536.98s
Parameters	30B	744B total (40B active)
Availability	Open source	Open source

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

xhigh

high

Reached the allocated time limit (300 seconds) without receiving showcase output.

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Glimmer 30B	10.0	10.0	100.0%	0		13.01s	822	9,982	12,542
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 Glimmer 30B	10.0	10.0	100.0%	0		105.91s	7,428	18,697	63,334
GLM 5.2	6.4	8.6	33.3%	0		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 Glimmer 30B	6.0	2.7	66.7%	2		272.74s	82,932	21,229	77,043
GLM 5.2	10.0	10.0	100.0%	0		321.47s	61,516	18,824	63,861

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Glimmer 30B	10.0	10.0	100.0%	0		19.84s	7,071	6,535	10,689
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 Glimmer 30B	2.9	7.2	11.1%	1		142.55s	894	43,561	77,204
GLM 5.2	3.1	6.5	11.1%	1		126.85s	560	49,045	157,522

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Glimmer 30B	5.5	10.0	0.0%	0		7.41s	528	1,928	2,060
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 Glimmer 30B	8.4	6.9	83.3%	1		8.90s	771	2,420	4,507
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 Glimmer 30B	7.8	9.3	66.7%	0		199.67s	695	10,241	60,935
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 Glimmer 30B	10.0	10.0	100.0%	0		8.08s	9,555	383	1,566
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 Glimmer 30B	3.0	10.0	0.0%	0		87.23s	234	1,397	20,591
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

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