GPU & Compute

ruv-swarm

High-performance neural network swarm orchestration in WebAssembly

Status
Generally available
Last checked
Checked · Oct 12, 2026
License
Open source
Pricing
Free tier · from $0

What it is

Ruv-swarm provides high-performance neural network swarm orchestration capabilities using WebAssembly, enabling efficient and scalable AI model deployment.

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.

When it fits — and when it doesn’t

A good fit 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

Look elsewhere if

  • Teams needing real-time streaming capabilities (batch-only architecture)

  • Budget-constrained projects where cost is the primary concern

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Performance degradation with complex model deployments

    Benchmarking shows performance drop when deploying more than 10 concurrent models

What it does well

  • High-performance neural network orchestration using WebAssembly

  • Scalable deployment of AI models

  • Efficient resource management for large-scale applications

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up ruv-swarm

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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