Muse Spark 1.2 (low) vs GLM 5.3 FlashX (max)

Compared models

Recommended model Muse Spark 1.2 (low)

It has the best score here (8.4), while responding about 4.2x faster than GLM 5.3 FlashX (max).

Metric	Muse Spark 1.2 Muse Spark 1.2 low Release: 2026-08-06	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21

Metric	Muse Spark 1.2 Muse Spark 1.2 low Release: 2026-08-06	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21
Score	8.4	8.3
Rank	#56	#63
Reliability	10.0	10.0
Consistency	9.0	8.3
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	77.3%	78.8%
Flaky tests	3	5
Total Runs	66	66
Cost per result	4.361	3.381
Total Cost	$0.655	$0.508
Input Price	$1.250 / 1M	$0.370 / 1M
Output Price	$4.250 / 1M	$1.250 / 1M
Total Input Tokens	101,811	101,211
Output Tokens	8,025	6,301
Reasoning Tokens	115,938	369,433
Response Time (avg)	9.77s	41.21s
Response Time (max)	47.80s	390.70s
Response Time (total)	214.83s	906.52s
Parameters	~1T total (~50B active)	320B total (18B active)
Availability	Closed	Closed

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

low

max

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	9.2	8.4	91.7%	1		3.26s	618	382	5,416
GLM 5.3 FlashX	10.0	10.0	100.0%	0		2.65s	639	301	2,210

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	8.4	7.4	88.9%	1		10.09s	7,275	343	19,717
GLM 5.3 FlashX	8.2	7.2	88.9%	1		24.61s	7,317	463	36,503

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	9.8	10.0	100.0%	0		17.03s	74,073	5,751	16,847
GLM 5.3 FlashX	8.2	6.9	66.7%	1		45.23s	76,431	3,485	35,762

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	10.0	10.0	100.0%	0		4.22s	6,969	240	2,972
GLM 5.3 FlashX	10.0	10.0	100.0%	0		3.38s	7,149	223	2,262

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	5.3	10.0	33.3%	0		28.53s	738	167	54,780
GLM 5.3 FlashX	3.5	4.4	33.3%	2		224.00s	759	583	279,058

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	5.0	10.0	0.0%	0		8.46s	477	132	2,182
GLM 5.3 FlashX	10.0	10.0	100.0%	0		5.01s	498	209	1,290

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	9.8	10.0	100.0%	0		2.95s	669	117	3,085
GLM 5.3 FlashX	9.9	10.0	100.0%	0		2.23s	678	72	1,032

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	8.7	7.7	88.9%	1		5.17s	651	391	6,460
GLM 5.3 FlashX	8.2	7.7	77.8%	1		3.88s	672	456	2,848

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	10.0	10.0	100.0%	0		3.58s	10,158	459	833
GLM 5.3 FlashX	10.0	10.0	100.0%	0		9.39s	6,861	231	712

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.2	3.0	10.0	0.0%	0		10.00s	183	43	3,646
GLM 5.3 FlashX	3.0	10.0	0.0%	0		22.41s	207	278	7,756

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