GLM 5.3 FlashX (high) vs GLM 5.3 (low)

Compared models

Recommended model GLM 5.3 FlashX (high)

It has the strongest score in this comparison (6.8) and the best overall balance of cost and response time across all 2 models.

Metric	GLM 5.3 FlashX GLM 5.3 FlashX high Release: 2026-09-21	GLM 5.3 GLM 5.3 low Release: 2026-08-20

Metric	GLM 5.3 FlashX GLM 5.3 FlashX high Release: 2026-09-21	GLM 5.3 GLM 5.3 low Release: 2026-08-20
Score	6.8	6.8
Rank	#163	#167
Reliability	10.0	10.0
Consistency	8.2	8.5
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	68.2%	65.2%
Flaky tests	5	4
Total Runs	66	66
Cost per result	1.125	2.135
Total Cost	$0.135	$0.167
Input Price	$0.370 / 1M	$0.910 / 1M
Output Price	$1.250 / 1M	$2.861 / 1M
Total Input Tokens	81,365	104,989
Output Tokens	6,821	8,532
Reasoning Tokens	77,078	16,276
Response Time (avg)	12.07s	13.65s
Response Time (max)	91.16s	83.60s
Response Time (total)	265.62s	300.22s
Parameters	320B total (18B active)	744B total (40B active)
Availability	Closed	Closed

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

high

low

Category:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	8.2	7.9	83.3%	1		1.98s	639	425	606
GLM 5.3	6.9	7.9	66.7%	1		4.16s	639	266	249

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	8.2	7.2	88.9%	1		8.06s	7,317	374	9,267
GLM 5.3	6.2	6.9	55.6%	1		21.02s	7,317	368	6,764

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	3.0	10.0	0.0%	0		27.73s	56,585	4,123	15,563
GLM 5.3	3.8	5.8	33.3%	1		53.02s	80,209	6,729	5,209

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	7.3	5.8	83.3%	1		1.82s	7,149	298	285
GLM 5.3	10.0	10.0	100.0%	0		3.42s	7,149	210	56

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	3.6	7.2	22.2%	1		50.04s	759	506	48,992
GLM 5.3	5.3	10.0	33.3%	0		19.23s	759	35	3,384

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	6.1	3.1	66.7%	1		2.28s	498	169	229
GLM 5.3	4.1	2.7	33.3%	1		4.70s	498	163	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	10.0	10.0	100.0%	0		1.72s	678	72	177
GLM 5.3	10.0	10.0	100.0%	0		3.40s	678	72	81

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	10.0	10.0	100.0%	0		2.06s	672	462	434
GLM 5.3	10.0	10.0	100.0%	0		4.20s	672	389	225

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	10.0	10.0	100.0%	0		7.09s	6,861	231	84
GLM 5.3	10.0	10.0	100.0%	0		18.45s	6,861	231	0

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GLM 5.3 FlashX	3.0	10.0	0.0%	0		5.34s	207	161	1,441
GLM 5.3	3.0	10.0	0.0%	0		7.42s	207	69	308

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