Grok 4.6 (low) vs GLM 5.3 (high)

Rank: #96
Total Output Tokens: 38,048
Response Time (avg): 14.55s
Total Cost: $0.449

Rank: #99
Total Output Tokens: 63,667
Response Time (avg): 27.82s
Total Cost: $0.403

Recommended model Grok 4.6 (low)

It has the best score here (7.4), while responding about 1.9x faster than GLM 5.3 (high).

Detailed comparison

Metric	Grok 4.6 Grok 4.6 low Release: 2026-08-12	GLM 5.3 GLM 5.3 high Release: 2026-08-20

Metric	Grok 4.6 Grok 4.6 low Release: 2026-08-12	GLM 5.3 GLM 5.3 high Release: 2026-08-20
Score	7.4	7.3
Rank	#96	#99
Reliability	10.0	10.0
Consistency	9.6	7.5
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	69.7%	74.2%
Flaky tests	1	7
Total Runs	66	66
Cost per result	2.989	3.099
Total Cost	$0.449	$0.403
Input Price	$2.000 / 1M	$1.400 / 1M
Output Price	$6.000 / 1M	$4.400 / 1M
Total Input Tokens	109,960	87,601
Output Tokens	5,124	6,006
Reasoning Tokens	32,924	57,661
Response Time (avg)	14.55s	27.82s
Response Time (max)	26.46s	159.91s
Response Time (total)	320.17s	612.06s
Parameters	~1.7T total (~170B active)	744B total (40B active)
Availability	Closed	Closed

Model generation showcase

Hamster playing table tennis

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

#96 SpaceXAI: Grok 4.6

low

Cost: $0.011
Time: 26.0s
Tokens: 1,941 tok

#99 GLM 5.3

high

Cost: $0.085
Time: 362.5s
Tokens: 19,310 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:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	10.0	10.0	100.0%	0		9.00s	2,991	104	3,343
GLM 5.3	10.0	10.0	100.0%	0		3.72s	639	237	481

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	5.5	7.1	44.4%	1		21.69s	9,579	349	7,740
GLM 5.3	6.6	5.0	66.7%	2		18.89s	7,317	473	8,190

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	6.5	10.0	50.0%	0		23.33s	71,233	3,899	2,805
GLM 5.3	6.4	5.8	66.7%	1		63.96s	62,821	3,936	12,203

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	10.0	10.0	100.0%	0		11.63s	8,937	225	1,423
GLM 5.3	10.0	10.0	100.0%	0		3.55s	7,149	210	189

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	3.0	10.0	0.0%	0		18.19s	2,523	16	7,921
GLM 5.3	2.9	4.4	22.2%	2		112.33s	759	238	33,423

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	10.0	10.0	100.0%	0		16.29s	1,077	55	1,009
GLM 5.3	6.1	3.1	66.7%	1		8.00s	498	192	407

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	9.8	10.0	100.0%	0		6.64s	1,857	57	2,310
GLM 5.3	9.8	10.0	100.0%	0		3.62s	678	72	182

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	10.0	10.0	100.0%	0		8.16s	2,430	154	2,506
GLM 5.3	8.2	7.2	88.9%	1		4.74s	672	332	452

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	10.0	10.0	100.0%	0		14.42s	8,544	255	359
GLM 5.3	10.0	10.0	100.0%	0		17.05s	6,861	231	91

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Grok 4.6	3.0	10.0	0.0%	0		26.11s	789	10	3,508
GLM 5.3	3.0	10.0	0.0%	0		21.98s	207	85	2,043

Quick Compare

Switch Comparison Pair

Claude Sonnet 4.6nonevsGLM 5.3high KAT-Coder-Pro V2.5lowvsGLM 5.3high Qwen3.8 2.4T A95BhighvsGrok 4.6low Claude Sonnet 4.6nonevsGrok 4.6low Gemini 3 Flash PreviewlowvsGLM 5.3high Gemini 3.1 Flash LitemediumvsGLM 5.3high LongCat 2.0mediumvsGrok 4.6low Qwen3.7 PlusnonevsGLM 5.3high GPT-5.6 LunamediumvsGrok 4.6low Kimi K2.7 CodemediumvsGrok 4.6low Qwen3.7 MaxnonevsGrok 4.6low DeepSeek V4 Flash 0731mediumvsGLM 5.3high