DeepSeek V4 Flash 0731 (low) vs GLM 5.2 (high)

Recommended model DeepSeek V4 Flash 0731 (low)

It has the best score here (8.2), while costing about 17.5x less than GLM 5.2 (high).

Detailed comparison

Metric	DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 low Release: 2026-08-01	GLM 5.2 GLM 5.2 high Release: 2026-06-17

Metric	DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 low Release: 2026-08-01	GLM 5.2 GLM 5.2 high Release: 2026-06-17
Score	8.2	8.0
Rank	#32	#39
Reliability	10.0	10.0
Consistency	8.3	8.6
Tests Correct
Attempt pass rate	75.8%	71.2%
Flaky tests	5	3
Total Runs	66	66
Cost per result	0.374	5.873
Total Cost	$0.053	$0.919
Input Price	$0.140 / 1M	$0.908 / 1M
Output Price	$0.280 / 1M	$2.854 / 1M
Total Input Tokens	93,336	83,813
Output Tokens	40,662	69,688
Reasoning Tokens	273,943	225,659
Response Time (avg)	60.18s	62.65s
Response Time (max)	438.65s	599.43s
Response Time (total)	1323.92s	1378.34s

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

low

Invalid SVG

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
DeepSeek V4 Flash 0731	8.2	7.9	83.3%	1		10.08s	540	1,833	6,605
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
DeepSeek V4 Flash 0731	7.3	5.1	77.8%	2		163.31s	5,953	782	86,028
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
DeepSeek V4 Flash 0731	9.8	10.0	100.0%	0		54.25s	68,913	8,230	22,729
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
DeepSeek V4 Flash 0731	10.0	10.0	100.0%	0		4.35s	7,290	305	995
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
DeepSeek V4 Flash 0731	5.3	10.0	33.3%	0		128.09s	648	25,039	95,560
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
DeepSeek V4 Flash 0731	6.5	3.4	66.7%	1		7.63s	471	81	1,181
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
DeepSeek V4 Flash 0731	9.9	10.0	100.0%	0		3.01s	627	94	644
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
DeepSeek V4 Flash 0731	8.0	7.6	77.8%	1		9.08s	594	414	4,808
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
DeepSeek V4 Flash 0731	10.0	10.0	100.0%	0		4.44s	8,178	367	186
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
DeepSeek V4 Flash 0731	3.0	10.0	0.0%	0		246.86s	122	3,517	55,207
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

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