GLM-5.3 Fast is Zhipu AI's language model with a 1.0M context window and up to 262K output tokens, available from 3 providers, starting at $1.12 / 1M input and $4.40 / 1M output. A low-latency variant of the GLM-5 large language model optimized for rapid response generation while retaining broad language capabilities.
Specifications
Canonical IDzhipu-glm-5-3-fast
TypeLanguage
StatusActive
CreatorZhipu AIZhipu AI
Providers
Context Window1.0M tokens
Max Output262K tokens
Input ModalitiesImageText
Output ModalitiesText
Reasoning Effortsdefault

Capabilities

Input2/5
Text✓
Image✓
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities4/13
Reasoning✓
Adaptive Reasoning·
Function Calling✓
Parallel Function Calling·
Structured Outputs✓
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching✓
Assistant Prefill·

Pricing by Provider

US Dollar ($)
Per 1M tokens
ProviderStandard
Input
$ / 1M
Output
$ / 1M
Cache Read
$ / 1M
Cache Write 5m
$ / 1M
Baseten
baseten/zai-org/GLM-5.3-Fast
$2.10$6.60$0.21N/A
Coralbricks
coralbricks/glm-5.3-fast
$1.12$4.40N/A$1.68
Fireworks AI logo
Fireworks AI
fireworks_ai/glm-5p3-fast
$2.10$6.60$0.39N/A

Cost Calculator

US Dollar ($)
Preset:

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
GLM-5.3 Prime1.0M$2.80$8.80Available
GLM-5.3 FlashX1.0M$0.370$1.25Available
GLM-5.3 Flash1.3M$0.110$0.350Available
GLM-5.31.3M$0.050$3.08Available
GLM-5.3 (50% off)1.0M——Available
GLM-5.2 Fast1.0M$2.10$6.60Deprecated
GLM-5.21.0M$0.031$1.98Deprecated
GLM-5V Turbo205K$0.704$3.10Available
GLM-5 Turbo203K$1.20$4.00Available
GLM-5.3 Fast—1.0M$1.12$4.40Current
GLM-5.1 Non-Reasoning————Available

Model IDs

baseten/zai-org/GLM-5.3-Fast
coralbricks/glm-5.3-fast
fireworks_ai/accounts/fireworks/routers/glm-5p3-fast
fireworks_ai/glm-5p3-fast
zhipu-glm-5-3-fast