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

Recommended model GLM 5.2 (high)

Its score stays close to the best score here (8.0 vs 8.2), while responding about 1.5x faster than Muse Glimmer 30B (xhigh).

Detailed comparison

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	8.2	8.0
Rank	#39	#46
Reliability	9.8	10.0
Consistency	8.3	8.6
Benchmark coverage	22/22 tests · 66/66 attempts	22/22 tests · 66/66 attempts
Tests Correct
Attempt pass rate	75.8%	71.2%
Flaky tests	5	3
Total Runs	66	66
Cost per result	4.509	5.873
Total Cost	$0.632	$0.495
Input Price	$0.350 / 1M	$0.489 / 1M
Output Price	$1.500 / 1M	$1.536 / 1M
Total Input Tokens	110,918	83,813
Output Tokens	126,922	69,688
Reasoning Tokens	328,868	225,659
Response Time (avg)	94.47s	62.65s
Response Time (max)	576.79s	599.43s
Response Time (total)	2078.31s	1378.34s

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

xhigh

high

Invalid SVG

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	5.3	7.2	44.4%	1		134.61s	882	54,110	75,601
GLM 5.2	3.7	6.5	22.2%	1		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 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	7.6	7.2	77.8%	1		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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