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#202

GLM 5.3

Z.ai Release: 2026-08-20 Tested on: 2026-10-01 09:32 z-ai/glm-5.3::low
744B total (40B active)MoEClosed
(high) (low)

Summary

GLM 5.3 scores 6.5 on AI BENCHY and ranks #202. It has 10.0 reliability, a 63.8% pass rate, $0.471 total cost, and 15.18s average response time.

What makes GLM 5.3 unique: It stands out most in Instructions following, where it ranks #1, while General Intelligence is its weakest area at #13.

Model facts

Researched on 2026-08-20

Reported
Parameters
744B total (40B active)
Architecture
MoE
Availability
Closed
License
-

Z.ai reports that GLM-5.3 uses the same base model as GLM-5.2. The announced weights were not public at research time.

Score

6.5

Consistency

8.3

Total Output Tokens

28,106

Total Input Tokens

247,871

Input Price

$1.400 / 1M

Output Price

$4.400 / 1M

Cache Read Price

$0.140 / 1M

Cache Write Price

N/A

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Tests Correct

Wrong Tests: 11

Attempt pass rate: 63.8%

Flaky tests

5

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

15.18s

Response Time (max): 83.60s

Response Time (total): 349.06s

Hamster playing table tennis

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

#202 GLM 5.3

low
Cost
$0.007
Time
28.4s
Tokens
1,599 tok

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price Cache Read Price Cache Write Price
2026-10-02 09:43 $1.400 / 1M $4.400 / 1M $0.140 / 1M N/A

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

Category Breakdown

Category Score Consistency Tests Correct
Agentic 5.2 3.2
Anti-AI Tricks 6.9 7.9
Coding 6.2 6.9
Combined 3.8 5.8
Data parsing and extraction 10.0 10.0
Domain specific 5.3 10.0
General Intelligence 4.1 2.7
Instructions following 10.0 10.0
Puzzle Solving 10.0 10.0
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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