GPT-5 Mini (medium) vs GLM 5.2 (high)

Compared models

Rank: #77
Total Output Tokens: 119,211
Response Time (avg): 29.42s
Total Cost: $0.315

Rank: #83
Total Output Tokens: 382,333
Response Time (avg): 69.11s
Total Cost: $4.632

Recommended model GPT-5 Mini (medium)

It has the best score here (8.4), while costing about 14.7x less than GLM 5.2 (high).

Detailed comparison

Metric	GPT-5 Mini GPT-5 Mini medium Release: 2025-08-07	GLM 5.2 GLM 5.2 high Release: 2026-06-17

Metric	GPT-5 Mini GPT-5 Mini medium Release: 2025-08-07	GLM 5.2 GLM 5.2 high Release: 2026-06-17
Score	8.4	8.4
Rank	#77	#83
Reliability	10.0	10.0
Consistency	8.5	8.6
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	66.7%	71.0%
Flaky tests	4	3
Total Runs	69	69
Cost per result	2.247	7.314
Total Cost	$0.315	$4.632
Input Price	$0.250 / 1M	$0.153 / 1M
Output Price	$2.000 / 1M	$12.000 / 1M
Cache Read Price	$0.025 / 1M	$0.150 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	214,645	288,913
Output Tokens	15,532	79,462
Reasoning Tokens	103,679	303,120
Response Time (avg)	29.42s	69.11s
Response Time (max)	111.48s	599.43s
Response Time (total)	676.56s	1589.43s
Parameters	~400B total (~17B active)	744B total (40B active)
Availability	Closed	Open source

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#77 GPT-5 Mini

medium

Cost: $0.007
Time: 42.9s
Tokens: 3,432 tok

#83 GLM 5.2

high

Reached the allocated time limit (300 seconds) without receiving showcase output.

Cost: $0.000
Time: 300.0s
Tokens: 0 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5 Mini	10.0	10.0	100.0%	0		68.54s	116,262	1,123	10,069
GLM 5.2	10.0	10.0	100.0%	0		52.45s	205,091	7,422	10,505

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5 Mini	7.1	7.6	66.7%	1		13.86s	606	1,715	6,378
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
GPT-5 Mini	10.0	10.0	100.0%	0		27.63s	7,302	658	17,152
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
GPT-5 Mini	7.3	5.8	83.3%	1		99.82s	75,392	8,387	35,328
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
GPT-5 Mini	10.0	10.0	100.0%	0		12.58s	7,140	453	3,200
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
GPT-5 Mini	3.5	4.4	33.3%	2		44.66s	524	268	16,128
GLM 5.2	3.1	6.5	11.1%	1		126.85s	560	49,045	157,522

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5 Mini	4.5	10.0	0.0%	0		13.50s	477	349	1,856
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
GPT-5 Mini	10.0	10.0	100.0%	0		11.59s	660	310	3,968
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
GPT-5 Mini	5.6	9.8	33.3%	0		15.20s	642	1,622	6,144
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
GPT-5 Mini	10.0	10.0	100.0%	0		18.64s	5,445	487	1,600
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
GPT-5 Mini	3.0	10.0	0.0%	0		9.99s	195	160	1,856
GLM 5.2	3.0	10.0	0.0%	0		127.82s	138	0	18,764

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