z-ai/glm-4-7-flash

GLM 4.7 Flash

As a 30B-class SOTA model, GLM-4.7-Flash offers a new option that balances performance and efficiency. It is further optimized for agentic coding use cases, strengthening coding capabilities, long-horizon task planning, and tool collaboration, and has achieved leading performance among open-source models of the same size on several current public benchmark leaderboards.

1/19/2026

202,752 tokens

Input: ¥10.722/M

Output: ¥71.48/M

Try in Chat Get API Key

Specifications

Modalities

Input

text

Output

text

Supported Parameters

frequency_penalty

include_reasoning

max_tokens

min_p

presence_penalty

reasoning

repetition_penalty

response_format

seed

stop

structured_outputs

temperature

tool_choice

tools

top_k

top_p

Code Examples

curl https://api.fastmetal.ai/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "model": "glm-4.7-flash",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

How GLM 4.7 Flash actually answers

Real responses to our standard prompts, recorded on FastMetal.

Count the number of 'r's in 'strawberry'

Count the number of 'r's in 'strawberry'. Explain your reasoning step by step.

There are **3** 'r's in 'strawberry'. Here is the step-by-step reasoning: 1. Write the word out clearly: **s-t-r-a-w-b-e-r-r-y**. 2. Go through the word letter by letter: * The 3rd letter is an 'r'. * The 9th letter is an 'r'. * The 10th letter is an 'r'. 3. Add them up: **1 + 1 + 1 = 3**.

10.6s response642 output tokens

Debug This Error

I'm getting the following error in my Node.js application: TypeError: Cannot read properties of undefined (reading 'map') at UserList (/app/components/UserList.js:12:25) at renderWithHooks (/app/node_modules/rea…

### The Cause The error **`TypeError: Cannot read properties of undefined (reading 'map')`** means that the `.map()` function is being called on a value that is `undefined`. In your code at line 12: ```javascript {users.map(user => ...)} ``` The variable `users` is `undefined`. This usually happens when you are **not passing the `users` prop** to the `UserList` component from its parent. --- ### How to Fix It Here are the two best ways to resolve this. #### Solution 1: Pass the data from the Parent (Most Likely Fix) Check the component that is using `UserList`. It must pass the array of data. **Incorrect (Causes error):** ```javascript // Parent Component function Parent() { return…

19.1s response1364 output tokens

Code Review

Please review the following Python function and suggest improvements for readability, performance, and best practices: def get_data(url, retries=3): import requests import time for i in range(retries):…

Here is a review of the function with suggestions for improvement, followed by a refactored version. ### Key Issues & Improvements 1. **Imports at the top:** * *Current:* Imports are inside the function. * *Improvement:* Imports should be at the top of the file (module level). This improves performance slightly (no need to reload the module for every function call) and follows Python style guidelines (PEP 8). 2. **Generic `except` block:** * *Current:* `except:` * *Improvement:* This catches *all* exceptions, including `KeyboardInterrupt` and `SystemExit`. This makes debugging impossible. You should catch specific exceptions (e.g., `requests.exceptions.RequestExc…

43.6s response2943 output tokens

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