Grok 4.5 (high) vs GLM 5.2 (medium)

Compared models

Rank: #82
Total Output Tokens: 333,632
Response Time (avg): 72.50s
Total Cost: $2.571

Rank: #83
Total Output Tokens: 81,020
Response Time (avg): 26.88s
Total Cost: $0.398

Recommended model GLM 5.2 (medium)

It has the best score here (8.2), while costing about 6.5x less than Grok 4.5 (high).

Detailed comparison

Metric	Grok 4.5 Grok 4.5 high Release: 2026-07-08	GLM 5.2 GLM 5.2 medium Release: 2026-06-17

Metric	Grok 4.5 Grok 4.5 high Release: 2026-07-08	GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score	8.2	8.2
Rank	#82	#83
Reliability	10.0	9.6
Consistency	8.9	8.1
Attempts	69/69	66/69
Tests Correct
Attempt pass rate	82.6%	81.2%
Flaky tests	3	4
Total Runs	69	66
Cost per result	15.123	2.890
Total Cost	$2.571	$0.398
Input Price	$2.000 / 1M	$0.325 / 1M
Output Price	$6.000 / 1M	$3.990 / 1M
Total Input Tokens	342,124	227,164
Output Tokens	7,135	20,029
Reasoning Tokens	326,497	60,991
Response Time (avg)	72.50s	26.88s
Response Time (max)	676.83s	102.40s
Response Time (total)	1667.51s	591.34s
Parameters	~1.7T total (~170B active)	744B total (40B active)
Availability	Closed	Open source

Model generation showcase

Hamster playing table tennis

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

#82 SpaceXAI: Grok 4.5

high

Cost: $0.015
Time: 29.7s
Tokens: 2,737 tok

#83 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
Grok 4.5	5.0	10.0	0.0%	0		76.95s	189,949	1,480	7,690
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
Grok 4.5	10.0	10.0	100.0%	0		5.67s	2,991	204	4,545
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
Grok 4.5	10.0	10.0	100.0%	0		155.16s	9,579	357	100,752
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
Grok 4.5	10.0	10.0	100.0%	0		35.56s	113,448	4,299	13,004
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
Grok 4.5	10.0	10.0	100.0%	0		7.63s	8,937	225	3,888
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
Grok 4.5	4.1	4.4	44.5%	2		301.27s	2,523	6	173,117
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
Grok 4.5	4.7	1.6	66.7%	1		9.82s	1,077	83	1,899
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
Grok 4.5	9.8	10.0	100.0%	0		6.23s	1,857	57	3,154
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
Grok 4.5	10.0	10.0	100.0%	0		7.88s	2,430	220	4,312
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
Grok 4.5	10.0	10.0	100.0%	0		5.71s	8,544	192	901
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
Grok 4.5	3.0	10.0	0.0%	0		60.58s	789	12	13,235
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

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