Morph
Morph is a code transformation model offering unparalleled speed and efficiency. Processing over 1000 tokens per second, it's significantly more cost-effective than GPT-4, enabling fast code retrieval and application of edits. Designed for developers and LLM applications, Morph excels at integrating LLM outputs (like those from Claude and GPT-4) directly into code files, achieving speeds exceeding 1600 tokens per second. Key features include custom-trained embeddings and reranking models optimized for code, speculative edits for enhanced performance, and the capability for self-hosting within your own cloud infrastructure for enhanced security and control. Morph empowers the creation of powerful coding agents and facilitates seamless integration of AI into production workflows.
Morph
Morph is a code transformation model offering unparalleled speed and efficiency. Processing over 1000 tokens per second, it's significantly more cost-effective than GPT-4, enabling fast code retrieval and application of edits. Designed for developers and LLM applications, Morph excels at integrating LLM outputs (like those from Claude and GPT-4) directly into code files, achieving speeds exceeding 1600 tokens per second. Key features include custom-trained embeddings and reranking models optimized for code, speculative edits for enhanced performance, and the capability for self-hosting within your own cloud infrastructure for enhanced security and control. Morph empowers the creation of powerful coding agents and facilitates seamless integration of AI into production workflows.
TL;DR
Product: Specialized models and subagents for AI coding agents (Fast Apply, WarpGrep, Glance)
Performance: Fast Apply claims 10,500+ tokens/sec and ~98% accuracy for merging code edits
Funding: Pre-Seed (Jun 1, 2023); backed by Y Combinator; total funding reported as 500,000.00 USD
Privacy & Deployment: Does not use customer code to train models by default; offers zero data retention for enterprise and self-hosting options
Team size: 2 employees (reported)
Company Overview
Problem Domain
Developer tooling for AI coding agents — code retrieval, merging AI-suggested edits, and embeddings-driven ranking for agent workflows.
Founded
2025
Industry
Developer tools / Software
Tech Stack
Funding Track Record
500000.00 USD
Investor Signal
“Backed by Y Combinator”