MoonshotAI: Kimi K3 vs Z.ai: GLM 5.2

GLM 5.2 (high) leads on average score with 8.0 vs 8.0. GLM 5.2 (high) has the lower benchmark cost at $0.929 vs $3.112. GLM 5.2 (high) is faster at 62.65s vs 122.48s, with pass rates of 75.8% vs 71.2%.

Recommended modelGLM 5.2 (high)It has the best score here (8.0), while costing about 3.4x less than Kimi K3 (max).

Last updated at: 2026-07-17

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

Metric	Kimi K3 Kimi K3 max Release: 2026-07-16	GLM 5.2 GLM 5.2 high Release: 2026-06-17
Score	8.0	8.0
Rank	#31	#30
Reliability	9.1	10.0
Consistency	9.5	8.6
Tests Correct
Attempt pass rate	75.8%	71.2%
Flaky tests	1	3
Total Runs	66	66
Cost per result	19.446	5.873
Total Cost	$3.112	$0.929
Input Price	$3.000 / 1M	$0.919 / 1M
Output Price	$15.000 / 1M	$2.887 / 1M
Total Input Tokens	34,916	83,813
Output Tokens	2,910	69,688
Reasoning Tokens	197,529	225,659
Response Time (avg)	122.48s	62.65s
Response Time (max)	766.58s	599.43s
Response Time (total)	2327.06s	1378.34s

Hamster playing table tennis

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

#31 MoonshotAI: Kimi K3

max

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

#30 GLM 5.2

high

Invalid SVG

Cost: $0.000
Time: 300.0s
Tokens: 0 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		5.80s	639	406	2,660

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	6.4	8.6	33.3%	0		73.03s	5,124	2,302	22,546

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Kimi K3	6.5	10.0	50.0%	0		223.03s	12,792	399	20,460
GLM 5.2	10.0	10.0	100.0%	0		321.47s	61,516	18,824	63,861

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		5.81s	7,143	435	1,414

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Kimi K3	5.9	9.3	33.3%	0		490.14s	794	80	83,180
GLM 5.2	3.7	6.5	22.2%	1		73.97s	551	46,693	90,566

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		12.90s	498	63	1,743

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	10.0	10.0	100.0%	0		4.26s	678	151	1,210

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	6.0	4.6	66.7%	2		33.71s	665	568	22,392

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		9.25s	6,861	246	503

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		127.82s	138	0	18,764

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