Agent Frameworks

Swarm

Ergonomic multi-agent orchestration framework by OpenAI.

Status
Generally available
Last checked
Checked · Oct 10, 2026
License
Open source
Pricing
Free tier · from $0
Visit Swarm Compare with alternatives

What it is

Educational framework for lightweight and ergonomic multi-agent orchestration. Developed and managed by the OpenAI Solution team, Swarm is designed to simplify complex agent interactions in AI systems.

Swarm stands out as a lightweight and educational framework for multi-agent orchestration, offering a unique balance between simplicity and functionality.

When it fits — and when it doesn’t

A good fit for

  • Researchers looking to explore and understand multi-agent interactions

  • Developers building educational projects on AI orchestration

  • Teams needing a lightweight framework for agent coordination in AI systems

Look elsewhere if

  • Projects requiring real-time, high-performance agent interaction without the need for an educational approach

  • Applications that require heavy customization beyond what Swarm offers out-of-the-box

Known weaknesses

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

  1. 01

    Limited integrations with other AI frameworks and tools

    Swarm primarily focuses on its own ecosystem, lacking official support for popular AI libraries like TensorFlow or PyTorch

  2. 02

    Small community and limited third-party contributions

    GitHub repository shows low activity compared to other widely used open-source projects in the AI domain

What it does well

  • Lightweight and ergonomic multi-agent orchestration

  • Educational framework for understanding AI agent interactions

  • Open-source under MIT license

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 Swarm

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

Open the setup guide →
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Swarm — tracked on AI Navigator

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