GPT-5.6 Sol vs GLM 5.3 FlashX Legal (low)

Compared models

Rank: #244
Total Output Tokens: 5,555
Response Time (avg): 4.61s
Total Cost: $0.795

Rank: #237
Total Output Tokens: 37,995
Response Time (avg): 8.30s
Total Cost: $0.135

Recommended model GLM 5.3 FlashX Legal (low)

It has the best score here (6.7), while costing about 5.9x less than GPT-5.6 Sol.

Detailed comparison

Metric	GPT-5.6 Sol GPT-5.6 Sol none Release: 2026-07-09	GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal low Release: 2026-11-02

Metric	GPT-5.6 Sol GPT-5.6 Sol none Release: 2026-07-09	GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal low Release: 2026-11-02
Score	6.7	6.7
Rank	#244	#237
Reliability	10.0	9.7
Consistency	9.1	7.8
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	60.9%	55.1%
Flaky tests	3	6
Total Runs	69	69
Cost per result	6.619	1.349
Total Cost	$0.795	$0.135
Input Price	$2.000 / 1M	$0.370 / 1M
Output Price	$10.000 / 1M	$1.250 / 1M
Cache Read Price	$0.200 / 1M	$0.075 / 1M
Cache Write Price	$2.500 / 1M	N/A
Total Input Tokens	207,852	236,104
Output Tokens	5,555	11,222
Reasoning Tokens	0	26,773
Response Time (avg)	4.61s	8.30s
Response Time (max)	58.28s	64.18s
Response Time (total)	105.93s	190.99s
Parameters	~2T total (~150B active)	~320B total (~18B active)
Availability	Closed	Closed

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.

#244 GPT-5.6 Sol

none

Cost: $0.116
Time: 78.7s
Tokens: 3,944 tok

#237 GLM 5.3 FlashX Legal

low

Cost: $0.003
Time: 12.4s
Tokens: 2,362 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
GPT-5.6 Sol	5.0	10.0	0.0%	0		58.28s	129,250	1,198	0
GLM 5.3 FlashX Legal	10.0	10.0	100.0%	0		59.27s	131,366	1,125	5,112

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	8.3	10.0	75.0%	0		1.27s	606	154	0
GLM 5.3 FlashX Legal	6.4	7.9	58.3%	1		1.39s	639	220	288

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	5.5	10.0	33.3%	0		1.39s	7,302	390	0
GLM 5.3 FlashX Legal	5.4	7.2	44.4%	1		5.90s	7,317	465	3,760

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	6.5	10.0	50.0%	0		8.37s	55,394	2,881	0
GLM 5.3 FlashX Legal	3.0	10.0	0.0%	0		36.85s	79,926	8,387	14,351

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	10.0	10.0	100.0%	0		1.53s	7,140	222	0
GLM 5.3 FlashX Legal	10.0	10.0	100.0%	0		1.55s	7,149	210	130

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	5.9	7.2	55.6%	1		1.44s	732	54	0
GLM 5.3 FlashX Legal	2.9	7.2	11.1%	1		3.12s	759	34	2,248

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	6.5	3.4	66.7%	1		1.52s	477	91	0
GLM 5.3 FlashX Legal	3.4	2.2	33.3%	1		1.35s	498	156	80

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	8.5	6.8	83.3%	1		1.33s	660	84	0
GLM 5.3 FlashX Legal	7.3	5.8	83.3%	1		1.28s	678	71	93

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	7.7	10.0	66.7%	0		1.49s	642	211	0
GLM 5.3 FlashX Legal	8.2	7.2	88.9%	1		2.10s	672	320	251

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	10.0	10.0	100.0%	0		3.70s	5,454	246	0
GLM 5.3 FlashX Legal	10.0	10.0	100.0%	0		9.16s	6,893	213	32

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Sol	3.0	10.0	0.0%	0		1.95s	195	24	0
GLM 5.3 FlashX Legal	3.0	10.0	0.0%	0		2.91s	207	21	428

Switch Comparison Pair

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