Kimi K3 (max) vs GLM 5.2 (high)

Rank: #59
Total Output Tokens: 224,128
Response Time (avg): 142.84s
Total Cost: $3.467

Rank: #56
Total Output Tokens: 364,655
Response Time (avg): 69.86s
Total Cost: $1.463

Recommended model GLM 5.2 (high)

It has the best score here (8.0), while costing about 2.4x less than Kimi K3 (max).

Detailed comparison

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	7.9	8.0
Rank	#59	#56
Reliability	9.0	10.0
Consistency	9.2	8.6
Attempts	66/66	66/66
Tests Correct
Attempt pass rate	77.3%	69.7%
Flaky tests	2	3
Total Runs	66	66
Cost per result	21.668	6.849
Total Cost	$3.467	$1.463
Input Price	$3.000 / 1M	$1.190 / 1M
Output Price	$15.000 / 1M	$3.740 / 1M
Total Input Tokens	34,960	83,822
Output Tokens	2,887	72,040
Reasoning Tokens	221,241	292,615
Response Time (avg)	142.84s	69.86s
Response Time (max)	766.58s	599.43s
Response Time (total)	2714.02s	1536.98s
Parameters	2.8T total (104B active)	744B total (40B active)
Availability	Weights available	Open source

Model generation showcase

Hamster playing table tennis

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

#59 MoonshotAI: Kimi K3

max

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

#56 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	5.3	7.2	44.4%	1		683.62s	838	57	106,892
GLM 5.2	3.1	6.5	11.1%	1		126.85s	560	49,045	157,522

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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