GLM 5.2 Short Fast API
About
Build advanced reasoning agents with GLM 5.2 Short Fast, a specialized AI model optimized for complex logic and chain-of-thought tasks. This model delivers cost-effective pricing at $1.45/1M input and $4.50/1M output tokens, native tool calling support, open weights architecture. Access GLM 5.2 Short Fast via the Neuralwatt API with up to 32K output tokens.
Capabilities
Input Modalities
text
Output Modalities
text
Reasoning
Yes
Structured Output
No
Tool Use
Yes
WeightsOpen
Limits
Context Window
200K
Tokens
Input Limit
200K
Tokens
Max Output
32K
Tokens
Pricing
Standard (per 1M tokens)
Input
$1.45
Output
$4.50
Caching (per 1M tokens)
Read
$0.14
Frequently Asked Questions
GLM 5.2 Short Fast by Neuralwatt costs $1.45 per 1M input tokens and $4.50 per 1M output tokens. Cached reads cost $0.14 per 1M tokens.
Model Details
API Integration
NPM Package
@ai-sdk/openai-compatible
Environment Variables
NEURALWATT_API_KEY
API Base URL
https://api.neuralwatt.com/v1