GPT-6.1 Sol (low) vs GLM 5.3 (high)

Compared models

Recommended model GPT-6.1 Sol (low)

It has the best score here (9.6), while responding about 4.0x faster than GLM 5.3 (high).

Metric	GPT-6.1 Sol GPT-6.1 Sol low Release: 2026-09-29	GLM 5.3 GLM 5.3 high Release: 2026-08-20

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

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

low

high

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-6.1 Sol	10.0	10.0	100.0%	0		46.57s	85,882	798	461
GLM 5.3	10.0	10.0	100.0%	0		40.72s	132,210	2,805	2,010

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-6.1 Sol	10.0	10.0	100.0%	0		2.14s	606	147	226
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		4.48s	7,302	388	1,286
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		10.94s	54,810	2,619	370
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		1.94s	7,140	222	0
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
GPT-6.1 Sol	7.7	10.0	66.7%	0		15.39s	732	69	5,195
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		3.66s	477	114	142
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		2.21s	660	93	115
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		2.19s	642	232	88
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
GPT-6.1 Sol	10.0	10.0	100.0%	0		5.53s	5,454	246	0
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
GPT-6.1 Sol	2.8	1.6	33.3%	1		3.80s	195	30	297
GLM 5.3	3.0	10.0	0.0%	0		21.98s	207	85	2,043

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