Mercury Edit

Ultra-fast AI code editing model that generates code at 1,000+ tokens per second.

4.0 / 5Free plan available
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What is Mercury Edit?

Mercury Edit is a diffusion-based language model from Inception Labs built specifically for code editing. Unlike autoregressive models, it generates entire code blocks in parallel - achieving speeds of 1,000+ tokens per second, which is 5× faster than comparable GPT-class models. This makes it particularly well-suited for IDE autocomplete, fill-in-the-middle completions, and next-edit prediction.

It is OpenAI API-compatible, meaning it works as a drop-in replacement in any IDE or toolchain that supports the OpenAI format. Mercury Edit is available on AWS Bedrock and Azure AI Foundry, with 10 million complimentary tokens for new accounts.

Best for

Dev teams building custom coding tools or IDEs

Key strength

Fastest code generation at 1000+ tokens/second

Ease of use

2.5

Learning curve

2.5

Pros & Cons

👍 Pros

  • 5× faster than comparable autoregressive models
  • OpenAI-compatible API - zero integration friction
  • Available on major cloud marketplaces (AWS, Azure)

👎 Cons

  • Developer API only - no consumer-facing product
  • 32K context window is smaller than many general-purpose LLMs
  • No affiliate or reseller program

Key Features

  • Diffusion-based architecture (not autoregressive)
  • 1,000+ tokens/second generation speed
  • Fill-in-the-middle (FIM) autocomplete
  • Next-edit prediction using recent edit history
  • 32K context window
  • OpenAI API-compatible (drop-in replacement)
  • Available on AWS Bedrock and Azure AI Foundry
  • Structured output with schema constraints

Mercury Edit Pricing

Mercury Edit has a free plan — no credit card required to start.

Free

$0
  • 10 million complimentary tokens
  • Full API access
  • 32K context window
Start Free
Most Popular

Pay-as-you-go

$0.25/1M input tokens/usage
  • $0.75/1M output tokens
  • $0.025/1M cached input tokens
  • 32K context window
  • Priority support
Get Pay-as-you-go

Enterprise

Custom
  • Volume pricing
  • SLA guarantees
  • Dedicated support
Get Enterprise

Mercury Edit vs Competitors

Mercury Edit vs Cursor: Which AI Coding Tool is Better in 2026?Mercury Edit vs GitHub Copilot: Which AI Code Tool Should You Use?Mercury Edit vs Tabnine: AI Code Completion Compared (2026)Codictate vs Mercury Edit: Voice Input vs Code Generation API (2026)ChatGPT vs Mercury Edit: Which AI Should Developers Use for Code?Claude vs Mercury Edit: AI Assistant vs Code Generation API (2026)Gemini vs Mercury Edit: Google AI vs Code Generation API (2026)Goose vs Mercury Edit: Autonomous AI Agent vs Code Generation API (2026)Mercury Edit vs OpenClaw: Code API vs Autonomous Agent (2026)Cursor vs Mercury Edit: Which AI Tool is Better?GitHub Copilot vs Mercury Edit: Which AI Tool is Better?Fixa.dev vs Mercury Edit: Which AI Tool is Better?Claude Desktop Buddy vs Mercury Edit: Which AI Tool is Better?Mercury Edit vs Pioneer: Which AI Tool is Better?Claude Code vs Mercury Edit: Which AI Tool is Better?Mercury Edit vs MiMo: Which AI Tool is Better?DeepSeek-V4 vs Mercury Edit: Which AI Tool is Better?Git Pitcher vs Mercury Edit: Which AI Tool is Better?Devin vs Mercury Edit: Which AI Tool is Better?Crin AI vs Mercury Edit: Which AI Tool is Better?HiveTerm vs Mercury Edit: Which AI Tool is Better?DevAlly vs Mercury Edit: Which AI Tool is Better?Flowsnip vs Mercury Edit: Which AI Tool is Better?Comie.dev vs Mercury Edit: Which AI Tool is Better?DevRecorder vs Mercury Edit: Which AI Tool is Better?

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