Grok 4.3 (medium) vs GLM 5.2

Compared models

Rank: #199
Total Output Tokens: 232,542
Response Time (avg): 44.53s
Total Cost: $0.989

Rank: #197
Total Output Tokens: 19,230
Response Time (avg): 11.51s
Total Cost: $0.161

Recommended model GLM 5.2

It has the best score here (6.5), while costing about 6.2x less than Grok 4.3 (medium).

Detailed comparison

Metric	Grok 4.3 Grok 4.3 medium Release: 2026-05-01	GLM 5.2 GLM 5.2 none Release: 2026-06-17

Metric	Grok 4.3 Grok 4.3 medium Release: 2026-05-01	GLM 5.2 GLM 5.2 none Release: 2026-06-17
Score	6.5	6.5
Rank	#199	#197
Reliability	10.0	10.0
Consistency	8.3	9.0
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	63.8%	62.3%
Flaky tests	5	3
Total Runs	69	69
Cost per result	8.235	1.825
Total Cost	$0.989	$0.161
Input Price	$1.250 / 1M	$0.325 / 1M
Output Price	$2.500 / 1M	$3.990 / 1M
Total Input Tokens	325,471	257,698
Output Tokens	14,867	19,230
Reasoning Tokens	217,675	0
Response Time (avg)	44.53s	11.51s
Response Time (max)	216.69s	79.65s
Response Time (total)	1024.25s	264.72s
Parameters	~1.5T total (~150B 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.

#199 SpaceXAI: Grok 4.3

medium

Cost: $0.009
Time: 19.0s
Tokens: 3,661 tok

#197 GLM 5.2

none

Cost: $0.033
Time: 87.7s
Tokens: 7,455 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 4.3	3.9	9.6	0.0%	0		51.61s	185,227	1,128	5,510
GLM 5.2	5.2	3.2	33.3%	1		52.34s	145,240	4,886	0

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	10.0	10.0	100.0%	0		8.83s	2,010	88	8,207
GLM 5.2	8.3	10.0	75.0%	0		3.70s	567	313	0

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	5.9	7.7	44.4%	1		41.23s	8,340	1,028	31,226
GLM 5.2	3.7	9.5	0.0%	0		7.55s	7,263	1,958	0

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	6.5	10.0	50.0%	0		55.07s	108,468	11,992	21,601
GLM 5.2	6.9	5.9	66.7%	1		50.17s	88,074	11,016	0

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	10.0	10.0	100.0%	0		18.97s	7,761	180	9,546
GLM 5.2	10.0	10.0	100.0%	0		7.17s	7,113	204	0

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	3.5	4.4	33.3%	2		158.01s	1,977	14	95,783
GLM 5.2	7.7	10.0	66.7%	0		6.35s	705	27	0

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	5.4	2.5	66.7%	1		24.70s	825	70	5,020
GLM 5.2	6.1	3.1	66.7%	1		4.42s	480	82	0

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	9.8	10.0	100.0%	0		18.58s	1,362	57	8,713
GLM 5.2	9.8	10.0	100.0%	0		3.84s	642	66	0

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	5.9	7.2	55.6%	1		22.52s	1,689	128	14,468
GLM 5.2	7.7	10.0	66.7%	0		3.31s	618	265	0

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	10.0	10.0	100.0%	0		17.66s	7,263	168	4,615
GLM 5.2	10.0	10.0	100.0%	0		15.76s	6,807	400	0

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.3	3.0	10.0	0.0%	0		44.47s	549	14	12,986
GLM 5.2	3.0	10.0	0.0%	0		3.41s	189	13	0

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