What is GLM 4.7 API?
The GLM 4.7 API (also known as GLM-4.7 API) is the latest generation API from Zhipu AI (智谱AI), providing access to the powerful GLM-4.7 language model. This API enables developers to integrate state-of-the-art AI capabilities into their applications with minimal effort.
GLM-4.7 represents a significant advancement in Chinese-English bilingual language models, combining advanced reasoning capabilities with exceptional performance across multiple benchmarks. The model excels in natural language understanding, code generation, mathematical reasoning, and long-context processing.
Key Benchmarks
- ✓ MMLU: 85.2% - Superior general knowledge understanding
- ✓ HumanEval: 78.5% - Industry-leading code generation
- ✓ GSM8K: 91.3% - Advanced mathematical reasoning
- ✓ C-Eval: 88.7% - Top-tier Chinese language comprehension
GLM 4.7 API Features
The GLM-4.7 API offers a comprehensive set of features designed for modern AI applications:
🧠 Advanced Reasoning
Chain-of-thought reasoning capabilities enable the model to solve complex problems by breaking them down into logical steps, similar to human problem-solving approaches.
💻 Superior Coding
Generate production-ready code in Python, JavaScript, Java, C++, and more. Supports code explanation, debugging, and optimization across multiple programming languages.
🌐 Multilingual Support
Native support for Chinese and English with high-quality translations. Also handles Japanese, Korean, German, French, and other major languages.
📚 128K Context Window
Process up to 128,000 tokens in a single request - equivalent to approximately 200 pages of text. Perfect for analyzing long documents, codebases, or conversations.
Additional Capabilities
- •Function Calling: Native tool integration for web search, database queries, and custom APIs
- •Streaming Responses: Real-time token-by-token output for responsive user experiences
- •Low Latency: Optimized inference engine delivers responses in under 2 seconds for typical queries
- •High Throughput: Handles concurrent requests efficiently for production workloads
How to Access GLM 4.7 API
There are two main ways to access the GLM-4.7 API:
Option 1: Official Zhipu AI Platform
- Visit open.bigmodel.cn
- Register for an account and complete verification
- Navigate to the API Keys section in your dashboard
- Generate a new API key
- Start making API calls (pay full official pricing)
Option 2: Our Proxy Service (Recommended - 40% Off)
Save 60% on API Costs
Get full access to the GLM 4.7 API at only 40% of official pricing. Our proxy service is fully compatible with the official API - just change the base URL and start saving.
- ✓ Same API interface - no code changes required
- ✓ Enterprise-grade reliability with 99.9% uptime SLA
- ✓ 24/7 technical support in Chinese and English
- ✓ No hidden fees - transparent pay-as-you-go pricing
- ✓ Easy migration from official API in under 5 minutes
GLM 4.7 API Pricing Comparison
Understanding the pricing structure is crucial for budgeting your AI applications. Here's a detailed comparison between official pricing and our proxy service:
| Model | Official Price | Our Price (40% off) | You Save |
|---|---|---|---|
| GLM-4-Air | ¥0.001/1K tokens | ¥0.0004/1K tokens | 60% |
| GLM-4-Plus | ¥0.05/1K tokens | ¥0.02/1K tokens | 60% |
| GLM-4-Long | ¥0.01/1K tokens | ¥0.004/1K tokens | 60% |
💡 Cost Example
Processing 10 million tokens with GLM-4-Plus costs ¥500 officially, but only ¥200 with our service - saving you ¥300 per 10M tokens.
For complete pricing details across all GLM models including GLM-4V, CogView, and CogVideoX, visit our comprehensive pricing page.
GLM 4.7 API Code Example
Here's a simple Python example to get started with the GLM-4.7 API:
import requests
import json
# Using our proxy service (40% off)
API_URL = "https://api.glm-api.org/v1/chat/completions"
API_KEY = "your-api-key-here"
def call_glm_api(prompt):
headers = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json"
}
data = {
"model": "glm-4-plus", # or glm-4-air, glm-4-long
"messages": [
{
"role": "user",
"content": prompt
}
],
"temperature": 0.7,
"max_tokens": 2000,
"stream": False
}
response = requests.post(API_URL, headers=headers, json=data)
result = response.json()
return result['choices'][0]['message']['content']
# Example usage
prompt = "Explain quantum computing in simple terms"
answer = call_glm_api(prompt)
print(answer)Streaming Response Example
For real-time responses in chatbots or interactive applications:
import requests
def call_glm_stream(prompt):
headers = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json"
}
data = {
"model": "glm-4-plus",
"messages": [{"role": "user", "content": prompt}],
"stream": True # Enable streaming
}
response = requests.post(API_URL, headers=headers, json=data, stream=True)
for line in response.iter_lines():
if line:
# Process each chunk as it arrives
chunk = line.decode('utf-8')
if chunk.startswith('data: '):
print(chunk[6:], end='', flush=True)
# Real-time streaming output
call_glm_stream("Write a Python function to sort a list")For more detailed integration guides, check our official documentation.
GLM 4.7 vs Competitors
How does the GLM-4.7 API stack up against other popular AI models?
| Feature | GLM-4.7 | GPT-4 | Claude 3 |
|---|---|---|---|
| Context Window | 128K tokens | 128K tokens | 200K tokens |
| Chinese Support | ★★★★★ | ★★★☆☆ | ★★★★☆ |
| Code Generation | ★★★★★ | ★★★★★ | ★★★★☆ |
| Pricing (per 1M tokens) | $2.80 (ours) | $30.00 | $15.00 |
| Response Speed | Fast | Medium | Fast |
✅ GLM-4.7 Advantages
- • Best-in-class Chinese language understanding
- • Significantly lower pricing (especially with our 40% discount)
- • Excellent code generation capabilities
- • Fast inference speed
- • Native function calling support
⚠️ Considerations
- • Smaller context window than Claude (but sufficient for most use cases)
- • Less established ecosystem compared to OpenAI
- • Newer model with growing adoption
Bottom line: For applications requiring Chinese language support or cost-effective AI integration, GLM-4.7 API offers exceptional value. It competes directly with GPT-4 in code generation while being 10x cheaper.
Related Resources
GLM Free API Guide →
Learn how to get free access to GLM API models including GLM-4-Flash
GLM API Key Setup →
Step-by-step guide to obtaining and configuring your GLM API key
GLM 4.7 Flash API →
Faster, more cost-effective version for high-volume applications
GLM Coding Plan Review →
Compare GLM Coding Plan subscription vs pay-as-you-go API pricing
API Documentation →
Complete technical documentation for GLM-4 text generation API
Full Pricing Table →
Compare pricing across all GLM models and capabilities