Z.AI: GLM 5.2 Fast

z-ai/glm-5.2-fast

GLM-5.2-Fast-Preview is the high-speed version of Zhipu AI’s flagship model, GLM-5.2. It supports an ultra-long context window of 1 million tokens and matches the capabilities of the standard GLM-5.2 edition, excelling in logical reasoning, long-text comprehension, and code generation. Through inference acceleration optimizations, its output throughput (TPS) reaches 1.5 to 2 times that of the standard version, significantly boosting output speed. It is ideally suited for scenarios where speed is critical, such as real-time conversations, multi-turn agent interactions, and streaming code generation.

Model specifications

Input
text
Output
text
Context
1,000,000 tokens
Max output
128,000 tokens
Input price
$2.8 / 1M tokens
Output price
$8.8 / 1M tokens
Released
2026-07-20

Capabilities

  • Streaming
  • Function calling
  • Vision
  • JSON mode

Provider pricing, discounts and data privacy

Compare effective provider prices, published discounts, regions, retention policies, training use, compliance, and privacy links by service tier.

Flex service tier

1 available provider · tier input average $2.29 / 1M tokens · tier output average $8 / 1M tokens

Alibaba Cloud Int.(CN)

Tier: Flex · Region: CN

Pricing
Input
$2.29 / 1M tokens
Output
$8 / 1M tokens
Cache read
$0.01 / 1M tokens

No provider discount is currently published.

Data privacy and compliance
Region
CN
Zero data retention
No
Data retention
60-day retention
Used for training
No
Data collection
Moderated
No
GDPR compliant
Yes
HIPAA compliant
No
SOC 2 certified
Yes
BYOK supported
Yes

Standard service tier

1 available provider · tier input average $2.8 / 1M tokens · tier output average $8.8 / 1M tokens

Alibaba Cloud Int.(SG)

Tier: Standard · Region: SG

Pricing
Input
$2.8 / 1M tokens
Output
$8.8 / 1M tokens
Cache read
$0.56 / 1M tokens

No provider discount is currently published.

Data privacy and compliance
Region
SG
Zero data retention
Yes
Data retention
30-day retention
Used for training
No
Data collection
Moderated
No
GDPR compliant
Yes
HIPAA compliant
No
SOC 2 certified
Yes
BYOK supported
Yes

Frequently asked questions

What is Z.AI: GLM 5.2 Fast?
GLM-5.2-Fast-Preview is the high-speed version of Zhipu AI’s flagship model, GLM-5.2. It supports an ultra-long context window of 1 million tokens and matches the capabilities of the standard GLM-5.2 edition, excelling in logical reasoning, long-text comprehension, and code generation. Through inference acceleration optimizations, its output throughput (TPS) reaches 1.5 to 2 times that of the standard version, significantly boosting output speed. It is ideally suited for scenarios where speed is critical, such as real-time conversations, multi-turn agent interactions, and streaming code generation.
How much does Z.AI: GLM 5.2 Fast cost?
Input costs start at $2.8 / 1M tokens and output costs start at $8.8 / 1M tokens. Provider-level prices vary by service tier.
What is the context length of Z.AI: GLM 5.2 Fast?
Z.AI: GLM 5.2 Fast supports a 1,000,000 token context window and up to 128,000 output tokens.
What capabilities does Z.AI: GLM 5.2 Fast support?
Z.AI: GLM 5.2 Fast supports Streaming, Function calling, Vision, JSON mode.
Which providers offer Z.AI: GLM 5.2 Fast?
Z.AI: GLM 5.2 Fast is available from Alibaba Cloud Int.(CN), Alibaba Cloud Int.(SG).
How do providers handle data privacy for Z.AI: GLM 5.2 Fast?
2 of 2 providers report that customer data is not used for training, and 1 offer zero-data-retention routing. Retention, compliance, and privacy-policy links are listed per provider.

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