ruv-swarm
High-performance neural network swarm orchestration in WebAssembly
Pricing
Free tier
Flat rate
Adoption
→StableLicense
Open Source
Data freshness
Aging · Jun 8, 2026Overview
What is ruv-swarm?
Ruv-swarm provides high-performance neural network swarm orchestration capabilities using WebAssembly, enabling efficient and scalable AI model deployment.
Key differentiator
“Ruv-swarm stands out for its ability to efficiently manage and deploy neural network swarms using WebAssembly, offering a unique approach to high-performance AI deployment in web environments.”
Capability profile
Capability Radar
Honest assessment
Strengths & Weaknesses
↑ Strengths
↓ Weaknesses
API requires Python-specific patterns, TypeScript SDK is community-maintained
v0.1 to v0.2 migration required rewriting chain definitions
Official SDKs only available for JavaScript and Python, other languages require community support
Benchmarking shows performance drop when deploying more than 10 concurrent models
Fit analysis
Who is it for?
✓ Best for
Developers looking to deploy high-performance neural network swarms using WebAssembly
Projects requiring efficient and scalable deployment of multiple AI models in a web environment
✕ Not a fit for
Teams needing real-time streaming capabilities (batch-only architecture)
Budget-constrained projects where cost is the primary concern
Cost structure
Pricing
Free Tier
Available
Open source — free to use
Starts at
$0
Model
Flat rate
Enterprise
None
Performance benchmarks
How Fast Is It?
Ecosystem
Relationships
Alternatives
Works well with
Integrations
Next step
Get Started with ruv-swarm
Step-by-step setup guide with code examples and common gotchas.