The Fastest Way to
Apply AI Edits

4,500+ tokens/sec edits with 98% accuracy—turn AI suggestions into production code instantly.

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Trusted by hundreds of startups and enterprises

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Everything you need to build fast, reliable AI coding agents.

Fast Apply

Merge LLM changes into your code and files - at 4500+ tokens per second. The most accurate way to apply LLM changes.

Embeddings Model

Embeddings built for code, trained on millions of commits. Outperforms OpenAI/Voyage on CoIR Code Retrieval.

Reranking Model

Reranking built for code, trained on millions of code examples. Pack Prompts with relevant code, every time.

Production-grade speed and precision.

Fast

Lightning-fast 4,500+ tokens/sec edits —10x faster than alternatives

4,500Morph2,600Llama 3.270B(Cerebras)275Gemini 2.5Flash80GPT-4.155Claude 4Sonnet

Model Processing Speed Comparison (Tokens/s)

Accurate

Enterprise-grade 98% accuracy ensures your code works right the first time.

98%Morph1.095%Claude4 Sonnet93%GPT-4.192%Gemini-2.586%Claude-4(s/r)74%Llama 3.270B(Cerebras)65%Llama 48B

Model Accuracy Comparison (%)

Integrate in Seconds
OpenAI API compatible

Also via MCPAI SDKand

import { OpenAI } from 'openai';

const client = new OpenAI({
  apiKey: 'your-api-key',
  baseURL: 'https://api.morphllm.com/v1'
});

async function applyCodeUpdate(originalCode: string, updateSnippet: string) {
  const response = await client.chat.completions.create({
    model: "morph-v3-large",
    messages: [{
      role: "user",
      content: `${originalCode}\n${updateSnippet}`
    }],
    stream: true
  });
  
  return response.choices[0].message.content;
}

Deploy anywhere.
Our cloud or yours.

Self-host Morph on your own infrastructure for maximum control. Our self-hosting solution is built for enterprise-grade security and performance.

Enterprise-ready infrastructure

Deploy with confidence. Enterprise-grade security, compliance, and support.

Self-Host

Deploy Morph on your own infra - on-prem or cloud.

High Rate Limits

Flexible, high-capacity rate limits.

Enterprise Level Reliability

99.9% uptime SLA with top-tier support .

ZDR Ready

Ready-to-sign agreements for enterprise compliance.

Frequently Asked Questions

Everything you need to know about Morph

Accelerate your AI Agents

Start building faster, more accurate AI coding agents today.