The Fastest Way to
Apply AI Edits
4,500+ tokens/sec edits with 98% accuracy—turn AI suggestions into production code instantly.
Trusted by hundreds of startups and enterprises


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
Model Processing Speed Comparison (Tokens/s)
Accurate
Enterprise-grade 98% accuracy ensures your code works right the first time.
Model Accuracy Comparison (%)
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.
More about Morph
Discover how Morph transforms code editing, patching, and generation workflows.
Morph Gets Faster: 4500+ Tokens Per Second
We were already the fastest way to apply AI code edits. Now we're 2.25x faster—and 3x cheaper than search-and-replace approaches.
Diffs vs Fast Apply
Why Fast Apply aligns with the bitter lesson by letting models code naturally
Morph ❤️ Continue
How Morph powers lightning-fast code edits in Continue