AI BENCHY Compare

OpenAI: GPT-5.6 Sol vs Z.ai: GLM 5.2

Summary

GPT-5.6 Sol (low) vs GLM 5.2 (medium) benchmark comparison: GPT-5.6 Sol (low) leads on average score with 9.5 vs 8.7. GLM 5.2 (medium) has the lower benchmark cost at $0.129 vs $0.649. GPT-5.6 Sol (low) is faster at 8.29s vs 23.28s, with pass rates of 85.7% vs 84.1%.

Recommended model: GPT-5.6 Sol (low) - It has the best score here (9.5), while responding about 2.8x faster than GLM 5.2 (medium).

Last updated at: 2026-07-09

Metric	GPT-5.6 Sol GPT-5.6 Sol low Release: 2026-07-09	GLM 5.2 GLM 5.2 medium Release: 2026-06-17

Metric	GPT-5.6 Sol GPT-5.6 Sol low Release: 2026-07-09	GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score	9.5	8.7
Rank	#3	#17
Reliability	10.0	9.5
Consistency	9.2	8.4
Tests Correct
Attempt pass rate	85.7%	84.1%
Flaky tests	2	4
Total Runs	63	63
Cost per result	3.816	2.159
Total Cost	$0.649	$0.129
Input Price	$5.000 / 1M	$0.540 / 1M
Output Price	$30.000 / 1M	$1.760 / 1M
Total Input Tokens	34,218	37,199
Output Tokens	1,898	12,261
Reasoning Tokens	14,023	49,500
Response Time (avg)	8.29s	23.28s
Response Time (max)	53.91s	101.36s
Response Time (total)	174.04s	488.94s

Generation showcase

Hamster playing table tennis

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

#3 GPT-5.6 Sol

low

Cost: $0.062
Time: 26.7s
Tokens: 2,150 tok

#17 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

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		2.60s	606	174	492
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
GPT-5.6 Sol	10.0	10.0	100.0%	0		11.25s	7,302	412	3,482
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
GPT-5.6 Sol	10.0	10.0	100.0%	0		9.87s	11,019	318	792
GLM 5.2	10.0	10.0	100.0%	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
GPT-5.6 Sol	10.0	10.0	100.0%	0		1.82s	7,140	222	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
GPT-5.6 Sol	5.3	7.2	44.4%	1		29.07s	723	71	7,822
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
GPT-5.6 Sol	10.0	10.0	100.0%	0		3.07s	477	99	135
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
GPT-5.6 Sol	10.0	10.0	100.0%	0		2.27s	660	90	146
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
GPT-5.6 Sol	8.2	7.2	88.9%	1		3.44s	642	224	534
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
GPT-5.6 Sol	10.0	10.0	100.0%	0		7.56s	5,454	258	294
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
GPT-5.6 Sol	10.0	10.0	100.0%	0		3.67s	195	30	326
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

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