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


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.
Enterprise-ready infrastructure.
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