GLM-4.5 offers a balanced combination of performance and efficiency, sitting at the sweet spot for teams that need good bilingual AI at a reasonable cost. It handles general text tasks — writing, summarization, translation, Q&A — with quality that satisfies most production requirements without the compute overhead of larger models.
GLM-4.5 is well-suited for applications where cost-per-query matters and the workload doesn't require frontier-level reasoning or creativity. Its predictable pricing and consistent output make it a pragmatic default for bilingual enterprise deployments.
Key Features
Balanced performance-to-cost ratio for practical deployment
Solid bilingual support across Chinese and English
128K token context window for longer documents
Efficient inference with low compute requirements
Reliable instruction following for structured outputs
Good starting point for bilingual application prototyping
Ideal Use Cases
Cost-effective bilingual content generation
General text processing and summarization
Bilingual chatbot backends at moderate scale
Enterprise Q&A systems with Chinese and English support
Technical Specifications
| Context Window | 128K tokens |
| Modality | Text → Text |
| Provider | ZAI |
| Category | Text Generation |
| Max Output | 16K tokens |
| Best For | Balanced bilingual tasks |
API Usage
1 curl -X POST https://api.vincony.com/v1/chat/completions \ 2 -H "Authorization: Bearer YOUR_API_KEY" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "model": "zai/glm-4.5", 6 "messages": [ 7 { "role": "user", "content": "Hello, GLM-4.5!" } 8 ] 9 }'
Replace YOUR_API_KEY with your Vincony API key. OpenAI-compatible endpoint — works with any OpenAI SDK.
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Frequently Asked Questions
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