glm-4-airx

GLM-4-AirX is a high-performance language model launched by Zhipu AI, primarily positioned as a low-latency, high-concurrency intelligent agent task execution engine that excels in tool calls, real-time responses, and complex logic processing.

• Performance rivals top international models: In benchmarks such as BFCL-v3 (comprehensive tool calls) and TAU-Bench (intelligent agent tasks), GLM-4-AirX achieves performance metrics that are on par with—or even surpass—those of larger models like GPT-4o and DeepSeek-V3 in certain areas.
• Atom-level capabilities enhanced through reinforcement learning: By leveraging rejection sampling and reinforcement learning techniques, GLM-4-AirX significantly improves performance in core agent tasks such as instruction following, code generation, and function calls.
• Ultra-low latency response in milliseconds: Optimization of the prefill and decoder autoregressive output stages during inference enables faster response times, making it ideal for real-time interaction scenarios.
• High-concurrency enterprise-grade support: V3-level users can handle up to 500 concurrent requests, meeting the high-frequency call demands of applications such as financial risk control and e-commerce customer service.
• Exceptional cost-effectiveness: As a high-speed version of GLM-4-Air, GLM-4-AirX features comprehensive upgrades in speed and concurrency, with call costs reduced by more than 30% compared to similar flagship models.

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Core Capabilities

⚡ Millisecond-level real-time response:

Optimized inference architecture ensures that complex logic processing occurs within milliseconds, guaranteeing smooth multi-turn conversations and real-time retrieval.

🔧 Intelligent tool calls:

Enhanced Function Call capabilities enable seamless integration with external systems such as search engines and databases.

🤖 Optimized intelligent agent tasks:

Specific enhancements in instruction following and code generation capabilities make GLM-4-AirX well-suited for atomic task execution scenarios required by intelligent agents.

📈 High-concurrency enterprise-grade support:

V3 users enjoy support for up to 500 concurrent requests, ensuring stable performance in high-frequency interaction scenarios such as finance and e-commerce.

🌐 Deep adaptation across multiple scenarios:

Well-balanced for needs including code generation, tool integration, and real-time responses, making GLM-4-AirX the core engine for enterprise-level intelligent agents.