Qwen3.8 2.4T A95B (high) vs GLM 5.3 FlashX (max)

Compared models

Recommended model GLM 5.3 FlashX (max)

It has the best score here (7.9), while costing about 4.5x less than Qwen3.8 2.4T A95B (high).

Metric	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B high Release: 2026-08-12	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21

Metric	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B high Release: 2026-08-12	GLM 5.3 FlashX GLM 5.3 FlashX max Release: 2026-09-21
Score	7.9	7.9
Rank	#102	#97
Reliability	9.6	10.0
Consistency	8.4	8.0
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	75.4%	78.3%
Flaky tests	4	6
Total Runs	69	69
Cost per result	18.696	4.153
Total Cost	$2.805	$0.623
Input Price	$2.000 / 1M	$0.370 / 1M
Output Price	$6.000 / 1M	$1.250 / 1M
Total Input Tokens	295,642	322,894
Output Tokens	115,041	8,010
Reasoning Tokens	353,398	394,755
Response Time (avg)	120.88s	43.97s
Response Time (max)	532.28s	390.70s
Response Time (total)	2780.16s	1011.29s
Parameters	2.4T total (95B active)	320B total (18B active)
Availability	Weights available	Closed

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

high

Reached the allocated time limit (600 seconds) without receiving showcase output.

max

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		127.11s	186,711	2,240	10,171
GLM 5.3 FlashX	6.1	3.1	66.7%	1		104.77s	221,683	1,709	25,322

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		24.22s	1,128	305	4,864
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
Qwen3.8 2.4T A95B	5.9	6.3	55.6%	1		160.52s	6,399	3,310	48,078
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
Qwen3.8 2.4T A95B	6.9	5.9	66.7%	1		266.12s	81,205	7,791	41,921
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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		13.67s	7,928	550	2,307
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
Qwen3.8 2.4T A95B	4.1	6.5	22.2%	1		301.08s	964	11,279	139,028
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
Qwen3.8 2.4T A95B	6.1	3.1	66.7%	1		11.38s	630	2,020	2,165
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
Qwen3.8 2.4T A95B	9.8	10.0	100.0%	0		11.45s	927	245	1,727
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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		65.54s	989	698	15,073
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
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		32.93s	8,481	302	656
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
Qwen3.8 2.4T A95B	3.0	10.0	0.0%	0		347.95s	280	86,301	87,408
GLM 5.3 FlashX	3.0	10.0	0.0%	0		22.41s	207	278	7,756

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