GPT-5.5 (low) vs GLM 5.2 (medium)

Compared models

Rank: #23
Total Output Tokens: 31,065
Response Time (avg): 11.91s
Total Cost: $1.822

Rank: #102
Total Output Tokens: 81,020
Response Time (avg): 26.88s
Total Cost: $1.007

Recommended model GPT-5.5 (low)

It has the best score here (9.5), while responding about 2.3x faster than GLM 5.2 (medium).

Detailed comparison

Metric	GPT-5.5 GPT-5.5 low Release: 2026-04-24	GLM 5.2 GLM 5.2 medium Release: 2026-06-17

Metric	GPT-5.5 GPT-5.5 low Release: 2026-04-24	GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score	9.5	8.2
Rank	#23	#102
Reliability	10.0	9.6
Consistency	10.0	8.1
Attempts	69/69	66/69
Tests Correct
Attempt pass rate	87.0%	81.2%
Flaky tests	0	4
Total Runs	69	66
Cost per result	9.109	2.890
Total Cost	$1.822	$1.007
Input Price	$5.000 / 1M	$0.153 / 1M
Output Price	$30.000 / 1M	$12.000 / 1M
Cache Read Price	$0.500 / 1M	$0.150 / 1M
Cache Write Price	N/A	N/A
Total Input Tokens	177,939	227,164
Output Tokens	6,283	20,029
Reasoning Tokens	24,782	60,991
Response Time (avg)	11.91s	26.88s
Response Time (max)	56.19s	102.40s
Response Time (total)	273.82s	591.34s
Parameters	~1.5T total (~100B 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.

#23 GPT-5.5

low

Cost: $0.068
Time: 37.0s
Tokens: 2,339 tok

#102 GLM 5.2

medium

Cost: $0.041
Time: 195.8s
Tokens: 9,287 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-5.5	10.0	10.0	100.0%	0		50.58s	97,872	905	1,620
GLM 5.2	10.0	10.0	100.0%	0		102.40s	189,965	7,768	11,491

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		4.41s	606	238	1,020
GLM 5.2	10.0	10.0	100.0%	0		5.89s	639	497	2,634

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		15.04s	7,302	423	6,402
GLM 5.2	8.2	7.2	88.9%	1		40.96s	7,317	1,475	17,123

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		13.73s	56,868	3,635	1,297
GLM 5.2	5.0	5.0	50.0%	0		51.96s	12,696	458	4,531

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		3.28s	7,140	228	157
GLM 5.2	10.0	10.0	100.0%	0		13.44s	7,149	348	2,345

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	5.3	10.0	33.3%	0		28.19s	732	69	11,731
GLM 5.2	4.1	4.4	44.5%	2		45.47s	551	8,188	11,606

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		5.17s	477	133	245
GLM 5.2	10.0	10.0	100.0%	0		17.39s	498	54	1,842

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	9.9	10.0	100.0%	0		3.74s	660	93	415
GLM 5.2	9.9	10.0	100.0%	0		7.90s	678	94	1,518

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		4.74s	642	279	954
GLM 5.2	8.2	7.2	88.9%	1		13.13s	672	536	4,822

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	10.0	10.0	100.0%	0		4.96s	5,445	250	101
GLM 5.2	10.0	10.0	100.0%	0		20.41s	6,861	230	550

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.5	3.0	10.0	0.0%	0		10.06s	195	30	840
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

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