AI BENCHY Compare

MoonshotAI: Kimi K3 vs Z.ai: GLM 5.2

Summary

GLM 5.2 (medium) leads on average score with 8.7 vs 8.5. GLM 5.2 (medium) has the lower benchmark cost at $0.213 vs $3.112. GLM 5.2 (medium) is faster at 23.28s vs 122.48s, with pass rates of 82.5% vs 84.1%.

Recommended modelGLM 5.2 (medium)It has the best score here (8.7), while costing about 14.6x less than Kimi K3 (max).

Last updated at: 2026-07-16

Metric	Kimi K3 Kimi K3 max Release: 2026-07-16	GLM 5.2 GLM 5.2 medium Release: 2026-06-17

Metric	Kimi K3 Kimi K3 max Release: 2026-07-16	GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score	8.5	8.7
Rank	#21	#19
Reliability	9.4	9.5
Consistency	9.2	8.4
Tests Correct
Attempt pass rate	82.5%	84.1%
Flaky tests	2	4
Total Runs	63	63
Cost per result	19.446	2.159
Total Cost	$3.112	$0.213
Input Price	$3.000 / 1M	$0.919 / 1M
Output Price	$15.000 / 1M	$2.887 / 1M
Total Input Tokens	34,916	37,199
Output Tokens	2,910	12,261
Reasoning Tokens	197,529	49,500
Response Time (avg)	122.48s	23.28s
Response Time (max)	766.58s	101.36s
Response Time (total)	2327.06s	488.94s

Generation showcase

Hamster playing table tennis

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

#21 MoonshotAI: Kimi K3

max

Cost: $0.281
Time: 506.9s
Tokens: 18,863 tok

#19 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:

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Kimi K3	10.0	10.0	100.0%	0		10.24s	1,638	496	2,629
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
Kimi K3	10.0	10.0	100.0%	0		325.79s	8,061	460	84,012
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
Kimi K3	10.0	10.0	100.0%	0		223.03s	12,792	399	20,460
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
Kimi K3	7.3	5.8	83.3%	1		16.72s	7,839	354	2,606
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
Kimi K3	5.9	7.2	55.6%	1		490.14s	794	80	83,180
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
Kimi K3	10.0	10.0	100.0%	0		14.91s	732	191	871
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
Kimi K3	10.0	10.0	100.0%	0		7.66s	1,179	147	1,119
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
Kimi K3	10.0	10.0	100.0%	0		7.36s	1,416	495	1,368
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
Kimi K3	3.0	10.0	0.0%	0		0ms	0	0	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
Kimi K3	3.0	10.0	0.0%	0		19.67s	465	288	1,284
GLM 5.2	3.0	10.0	0.0%	0		34.25s	138	381	2,529

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