Comprehensive Comparison of Domestic LLM APIs: Choosing the Most Suitable Chinese AI Assistant
With the rapid development of domestic Large Language Models, Wenxin Yiyan, Tongyi Qianwen, and Zhipu GLM have become important choices for enterprise AI applications. This article will provide an in-depth comparison of these mainstream domestic Large Language Models to help you make an informed decision.
Overview of Domestic Large Language Models
Wenxin Yiyan 4.0
Developed by Baidu, excels in Chinese understanding
Release Date: October 2023
Tongyi Qianwen 2.0
Alibaba DAMO Academy, strong multimodal capabilities
Release Date: September 2023
GLM-4
Tsinghua background, strong academic strength
Release Date: January 2024
Core Capability Comparison
| Capability Dimension | Wenxin Yiyan | Tongyi Qianwen | Zhipu GLM |
|---|---|---|---|
| Chinese Understanding | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ |
| English Capability | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| Code Generation | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ |
| Mathematical Reasoning | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ |
| Creative Writing | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ |
| Multimodality | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐ |
Performance Benchmark Test
Chinese Capability Evaluation (C-Eval)
Code Capability Evaluation (HumanEval)
Price Comparison Analysis
| Model | Input Price | Output Price | Free Tier |
|---|---|---|---|
| Wenxin Yiyan 4.0 | ¥0.012/k tokens | ¥0.012/k tokens | 2M tokens/month |
| Tongyi Qianwen-Plus | ¥0.008/k tokens | ¥0.008/k tokens | 1M tokens/month |
| GLM-4 | ¥0.01/k tokens | ¥0.01/k tokens | 250k tokens |
💡 Tip: All domestic models offer free tiers of varying degrees, suitable for trial by small and medium-sized enterprises. Bulk purchases can get more favorable prices.
Feature Comparison
Wenxin Yiyan Features
- ✓Knowledge Enhancement
Integrates Baidu search capabilities
- ✓Plugin Market
Rich third-party plugins
- ✓Industry Models
Vertical domains like finance, healthcare
Tongyi Qianwen Features
- ✓Multimodal Capabilities
Image understanding and generation
- ✓Alibaba Cloud Integration
Deep integration with cloud services
- ✓Long Text Processing
Supports 32K context
Zhipu GLM Features
- ✓Open Source Version
ChatGLM open source for private deployment
- ✓Academic Ability
Specializes in scientific paper writing
- ✓Code Interpreter
Native Python execution environment
Actual Application Scenario Comparison
Content Creation Scenarios
Wenxin Yiyan
First choice for Chinese copywriting
Tongyi Qianwen
Multimedia content generation
Zhipu GLM
Academic content creation
Programming Development Scenarios
Tongyi Qianwen
Strongest code generation capability
Wenxin Yiyan
Friendly to Chinese comments
Zhipu GLM
Excellent algorithm implementation
Academic Research Scenarios
Zhipu GLM
Outstanding academic ability
Wenxin Yiyan
Wide range of knowledge
Tongyi Qianwen
Strong data analysis
Deployment Method Comparison
Public Cloud API
✓Wenxin Yiyan: Baidu Cloud
✓Tongyi Qianwen: Alibaba Cloud
✓Zhipu GLM: Zhipu AI Open Platform
Private Deployment
✓Wenxin Yiyan: Enterprise Edition Support
✓Tongyi Qianwen: Private Cloud Deployment
✓Zhipu GLM: Open Source Version Available
Hybrid Deployment
○Wenxin Yiyan: Custom solution required
✓Tongyi Qianwen: Flexible support
✓Zhipu GLM: Can be freely combined
Selection Suggestions
Choose Wenxin Yiyan if:
- ✅ Mainly processing Chinese content
- ✅ Need Baidu ecosystem integration
- ✅ Value content creation capabilities
- ✅ Need industry-specific models
Choose Tongyi Qianwen if:
- ✅ Need multimodal capabilities
- ✅ Using Alibaba Cloud services
- ✅ Value programming capabilities
- ✅ Need long text processing
Choose Zhipu GLM if:
- ✅ Need an open source solution
- ✅ Academic research needs
- ✅ High requirements for mathematical ability
- ✅ Pursuing cost-effectiveness
One-stop Access to Domestic Large Language Models
The LLM API provides a unified interface, allowing you to easily access all mainstream domestic Large Language Models such as Wenxin Yiyan, Tongyi Qianwen, and Zhipu GLM, without the need to integrate separately. One API for all your needs.
Try Domestic Large Language Models for Free