---
title: Mercury Coder — Fast Coding LLM | ModelsLab
description: Generate code with Inception: Mercury Coder, the diffusion LLM at 1000+ tokens/sec. Try ultra-fast inference via API now.
url: https://modelslab.com/inception-mercury-coder
canonical: https://modelslab.com/inception-mercury-coder
type: website
component: Seo/ModelPage
generated_at: 2026-04-15T02:01:02.383399Z
---

Available now on ModelsLab · Language Model

Inception: Mercury Coder
Code at 1000 Tokens/Sec
---

[Try Inception: Mercury Coder](/models/open_router/inception-mercury-coder) [API Documentation](https://docs.modelslab.com)

Diffusion Powers Speed
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Ultra-Fast Inference

### 1000+ Tokens per Second

Mercury Coder runs 5-10x faster than GPT-4o Mini on H100 GPUs.

Code Optimized

### Matches Frontier Benchmarks

Outperforms speed-optimized LLMs like Claude 3.5 Haiku in coding tasks.

Diffusion Architecture

### Parallel Token Refinement

Starts from noise, denoises entire sequences simultaneously for low latency.

Examples

See what Inception: Mercury Coder can create
---

Copy any prompt below and try it yourself in the [playground](/models/open_router/inception-mercury-coder).

Python Web Scraper

“Write a Python script using requests and BeautifulSoup to scrape article titles from a tech news site, handle pagination, and save to CSV. Include error handling and rate limiting.”

React Component

“Generate a reusable React functional component for a responsive data table with sorting, filtering, and pagination using hooks and Tailwind CSS.”

SQL Query Optimizer

“Write an optimized SQL query for a large e-commerce database to find top-selling products by category in the last month, joining sales, products, and categories tables.”

Node.js API

“Create a Node.js Express API endpoint for user authentication with JWT, bcrypt hashing, input validation, and MongoDB integration.”

For Developers

A few lines of code.
Code fast. Diffusion LLM.
---

ModelsLab handles the infrastructure: fast inference, auto-scaling, and a developer-friendly API. No GPU management needed.

- **Serverless:** scales to zero, scales to millions
- **Pay per token,** no minimums
- **Python and JavaScript SDKs,** plus REST API

[API Documentation ](https://docs.modelslab.com)

PythonJavaScriptcURL

Copy

```
<code>import requests

response = requests.post(
    "https://modelslab.com/api/v7/llm/chat/completions",
    json={
  "key": "YOUR_API_KEY",
  "prompt": "",
  "model_id": ""
}
)
print(response.json())</code>
```

FAQ

Common questions about Inception: Mercury Coder
---

[Read the docs ](https://docs.modelslab.com)

### What is Inception: Mercury Coder?

### How does inception mercury coder differ from traditional LLMs?

### Is Inception: Mercury Coder faster than GPT-4o Mini?

### What is the best Inception: Mercury Coder alternative?

### How to access Inception: Mercury Coder API?

### What coding benchmarks does inception: mercury coder excel at?

Ready to create?
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Start generating with Inception: Mercury Coder on ModelsLab.

[Try Inception: Mercury Coder](/models/open_router/inception-mercury-coder) [API Documentation](https://docs.modelslab.com)

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*This markdown version is optimized for AI agents and LLMs.*

**Links:**
- [Website](https://modelslab.com)
- [API Documentation](https://docs.modelslab.com)
- [Blog](https://modelslab.com/blog)

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*Generated by ModelsLab - 2026-04-15*