Gemini 4 Argon (low) vs GLM 5.2 (medium)

Compared models

Rank: #92
Total Output Tokens: 6,097
Response Time (avg): 5.72s
Total Cost: $0.438

Rank: #94
Total Output Tokens: 81,020
Response Time (avg): 26.88s
Total Cost: $1.007

Recommended model Gemini 4 Argon (low)

It has the best score here (8.2), while costing about 2.3x less than GLM 5.2 (medium).

Detailed comparison

Metric	Gemini 4 Argon Gemini 4 Argon low Release: 2026-10-13	GLM 5.2 GLM 5.2 medium Release: 2026-06-17

Metric	Gemini 4 Argon Gemini 4 Argon low Release: 2026-10-13	GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score	8.2	8.2
Rank	#92	#94
Reliability	9.8	9.6
Consistency	7.9	8.1
Attempts	69/69	66/69
Tests Correct
Attempt pass rate	79.7%	81.2%
Flaky tests	6	4
Total Runs	69	66
Cost per result	2.916	2.890
Total Cost	$0.438	$1.007
Input Price	$2.000 / 1M	$0.153 / 1M
Output Price	$10.000 / 1M	$12.000 / 1M
Cache Read Price	$0.100 / 1M	$0.150 / 1M
Cache Write Price	$0.188 / 1M	N/A
Total Input Tokens	188,162	227,164
Output Tokens	6,097	20,029
Reasoning Tokens	0	60,991
Response Time (avg)	5.72s	26.88s
Response Time (max)	60.87s	102.40s
Response Time (total)	131.67s	591.34s
Parameters	~1.2T total (~20B 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.

#92 Gemini 4 Argon

low

Cost: $0.064
Time: 52.8s
Tokens: 6,454 tok

#94 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
Gemini 4 Argon	10.0	10.0	100.0%	0		60.87s	112,229	1,478	0
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
Gemini 4 Argon	8.7	7.9	91.7%	1		1.92s	918	248	0
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
Gemini 4 Argon	10.0	10.0	100.0%	0		2.25s	8,448	498	0
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
Gemini 4 Argon	3.8	1.6	50.0%	2		11.93s	50,051	2,775	0
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
Gemini 4 Argon	10.0	10.0	100.0%	0		2.36s	8,025	337	0
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
Gemini 4 Argon	5.3	7.2	44.4%	1		1.94s	963	50	0
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
Gemini 4 Argon	10.0	10.0	100.0%	0		2.11s	591	140	0
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
Gemini 4 Argon	10.0	10.0	100.0%	0		2.40s	825	96	0
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
Gemini 4 Argon	8.7	7.7	88.9%	1		2.18s	882	241	0
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
Gemini 4 Argon	4.7	1.6	66.7%	1		6.57s	4,969	210	0
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
Gemini 4 Argon	3.0	10.0	0.0%	0		1.96s	261	24	0
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

Switch Comparison Pair

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