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GLM-5

Designed to power modern AI products, GLM-5 API delivers strong performance across text generation, structured outputs, code understanding, and complex analytical tasks.
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GLM-5

With optimized inference efficiency and enterprise-ready reliability, GLM-5 is built for production environments that demand accuracy, speed, and cost transparency.

What Is GLM-5?

GLM-5 is an advanced LLM developed to support complex reasoning, long-context understanding, and multilingual text generation. It combines deep semantic comprehension with strong instruction following, enabling developers to build reliable AI assistants, automation workflows, coding copilots, and knowledge systems. The model is optimized for both conversational AI and structured outputs, making it suitable for chat interfaces, data extraction pipelines, agentic systems, and enterprise integrations.

Performance and Reliability

GLM-5 is optimized for stable inference and predictable behavior in production environments. It demonstrates strong instruction adherence, reduced hallucination patterns compared to earlier-generation models, and improved contextual retention in extended conversations.

GLM-5 API Pricing

  • Input: $1.30 per 1M tokens
  • Output: $4.16 per 1M tokens

Key Capabilities

Advanced Reasoning and Structured Output

GLM-5 is built to handle analytical tasks, multi-step reasoning, and structured data generation. It can reliably produce JSON outputs, formatted reports, and schema-aligned responses, making it ideal for backend integrations and automation tools.

Long Context Understanding

GLM-5 supports extended context windows, allowing it to process large documents, maintain conversation continuity, and reason over complex multi-paragraph inputs. This makes it well-suited for research assistants, legal document analysis, and enterprise knowledge management systems.

Code Generation and Technical Tasks

GLM-5 performs effectively in code completion, debugging assistance, and technical documentation generation. It supports modern programming workflows and can be integrated into developer tools, CI/CD pipelines, and AI-powered IDE assistants.

Use Cases for GLM-5

AI-Driven Content Generation

Create high-quality blog posts, technical documentation, marketing copy, and multilingual content with strong consistency and structure.

Intelligent Data Processing

Leverage structured output capabilities for data extraction, document parsing, and transformation into machine-readable formats.

Developer and Coding Copilots

Integrate GLM-5 into engineering workflows to accelerate development, improve code quality, and streamline debugging processes.

Agentic Workflows and Automation

Use GLM-5 as the reasoning core for AI agents that perform multi-step tasks, decision-making operations, and contextual execution flows.

What Is GLM-5?

GLM-5 is an advanced LLM developed to support complex reasoning, long-context understanding, and multilingual text generation. It combines deep semantic comprehension with strong instruction following, enabling developers to build reliable AI assistants, automation workflows, coding copilots, and knowledge systems. The model is optimized for both conversational AI and structured outputs, making it suitable for chat interfaces, data extraction pipelines, agentic systems, and enterprise integrations.

Performance and Reliability

GLM-5 is optimized for stable inference and predictable behavior in production environments. It demonstrates strong instruction adherence, reduced hallucination patterns compared to earlier-generation models, and improved contextual retention in extended conversations.

GLM-5 API Pricing

  • Input: $1.30 per 1M tokens
  • Output: $4.16 per 1M tokens

Key Capabilities

Advanced Reasoning and Structured Output

GLM-5 is built to handle analytical tasks, multi-step reasoning, and structured data generation. It can reliably produce JSON outputs, formatted reports, and schema-aligned responses, making it ideal for backend integrations and automation tools.

Long Context Understanding

GLM-5 supports extended context windows, allowing it to process large documents, maintain conversation continuity, and reason over complex multi-paragraph inputs. This makes it well-suited for research assistants, legal document analysis, and enterprise knowledge management systems.

Code Generation and Technical Tasks

GLM-5 performs effectively in code completion, debugging assistance, and technical documentation generation. It supports modern programming workflows and can be integrated into developer tools, CI/CD pipelines, and AI-powered IDE assistants.

Use Cases for GLM-5

AI-Driven Content Generation

Create high-quality blog posts, technical documentation, marketing copy, and multilingual content with strong consistency and structure.

Intelligent Data Processing

Leverage structured output capabilities for data extraction, document parsing, and transformation into machine-readable formats.

Developer and Coding Copilots

Integrate GLM-5 into engineering workflows to accelerate development, improve code quality, and streamline debugging processes.

Agentic Workflows and Automation

Use GLM-5 as the reasoning core for AI agents that perform multi-step tasks, decision-making operations, and contextual execution flows.

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