Comparison
swarms vs orca
Verdict
Pick swarms if swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks; pick orca if orca specializes in orchestrating multiple AI coding agents simultaneously through a user-friendly interface accessible on both desktop and mobile devices.
Markdown twin · swarms alternatives · orca alternatives
GraphCanon updated Sep 20, 2026
9views this month
Trust & integrity
| Signal | swarms | orca |
|---|---|---|
| Maintenance | Very active (1d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- swarms
- The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework
- orca
- ADE for working with a fleet of parallel agents
Stars
- swarms
- 7.2k
- orca
- 73k
Forks
- swarms
- 1.0k
- orca
- 4.8k
Open issues
- swarms
- 219
- orca
- 6.3k
Language
- swarms
- Python
- orca
- TypeScript
Adopt for
- swarms
- Swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks.
- orca
- Orca specializes in orchestrating multiple AI coding agents simultaneously through a user-friendly interface accessible on both desktop and mobile devices.
Persona
- swarms
- -
- orca
- -
Runtime
- swarms
- -
- orca
- -
License
- swarms
- Apache-2.0
- orca
- MIT
Last pushed
- swarms
- Sep 19, 2026
- orca
- Sep 20, 2026
Categories
- swarms
- AI Agents, Developer Tools
- orca
- AI Agents, Developer Tools
Trust and health
Days since push
- swarms
- 1d
- orca
- 0d
Open issues (now)
- swarms
- 219
- orca
- 6.3k
Stars delta
- swarms
- +192 (30d)
- orca
- +24k (30d)
Open issues delta
- swarms
- +162 (30d)
- orca
- +2104 (30d)
Owner type
- swarms
- User
- orca
- Organization
Full report
- swarms
- Trust report
- orca
- Trust report
Choose swarms if…
- swarms is primarily Python; orca is TypeScript.
- License: swarms is Apache-2.0, orca is MIT.
- Tags unique to swarms: agentic-ai, agentic-workflow, agents, ai.
- Use Swarms if your project requires sophisticated orchestration of multiple agents within a large-scale, enterprise environment.
When NOT to use swarms
- Do not use Swarms if your project is small in scale or does not require the orchestration of multiple agents, as it might introduce unnecessary complexity.
- Avoid Swarms if your development team lacks enterprise-grade multi-agent system experience, as its advanced features could be difficult to manage without proper expertise.
Choose orca if…
- orca is primarily TypeScript; swarms is Python.
- License: orca is MIT, swarms is Apache-2.0.
- Requirements: Ensure you have the necessary subscriptions for any third-party coding agents intended to be used with Orca..
- Tags unique to orca: ade, agent-ide, cli, coding-agent.
- When you need to manage several parallel AI coding agents efficiently for complex software development projects.
When NOT to use orca
- For users who are working in a single-agent environment or those not needing the complexity of managing multiple parallel agents.
- If you prioritize tools tailored for real-time collaborative coding with human developers over managing AI agents, as Orca’s focus is more on agent orchestration.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kyegomez/swarms) · observed Sep 20, 2026
- GitHub forks (kyegomez/swarms) · observed Sep 20, 2026
- Last push (kyegomez/swarms) · observed Sep 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (stablyai/orca) · observed Sep 20, 2026
- GitHub forks (stablyai/orca) · observed Sep 20, 2026
- Last push (stablyai/orca) · observed Sep 20, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: swarms 7.2k · orca 73k (synced Sep 20, 2026).
Common questions
- What is the difference between swarms and orca?
- swarms: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. orca: ADE for working with a fleet of parallel agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose swarms over orca?
- Choose swarms over orca when swarms is primarily Python; orca is TypeScript; License: swarms is Apache-2.0, orca is MIT; Tags unique to swarms: agentic-ai, agentic-workflow, agents, ai; Use Swarms if your project requires sophisticated orchestration of multiple agents within a large-scale, enterprise environment.
- When should I choose orca over swarms?
- Choose orca over swarms when orca is primarily TypeScript; swarms is Python; License: orca is MIT, swarms is Apache-2.0; Requirements: Ensure you have the necessary subscriptions for any third-party coding agents intended to be used with Orca.; Tags unique to orca: ade, agent-ide, cli, coding-agent; When you need to manage several parallel AI coding agents efficiently for complex software development projects.
- When should I avoid swarms?
- Do not use Swarms if your project is small in scale or does not require the orchestration of multiple agents, as it might introduce unnecessary complexity. Avoid Swarms if your development team lacks enterprise-grade multi-agent system experience, as its advanced features could be difficult to manage without proper expertise.
- When should I avoid orca?
- For users who are working in a single-agent environment or those not needing the complexity of managing multiple parallel agents. If you prioritize tools tailored for real-time collaborative coding with human developers over managing AI agents, as Orca’s focus is more on agent orchestration.
- Is swarms or orca more popular on GitHub?
- orca has more GitHub stars (72,848 vs 7,186). Stars measure visibility, not whether either tool fits your constraints.
- Are swarms and orca open source?
- Yes - both are open-source projects on GitHub (swarms: Apache-2.0, orca: MIT).
- Where can I find alternatives to swarms or orca?
- GraphCanon lists graph-backed alternatives at swarms alternatives and orca alternatives (swarms markdown twin, orca markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, swarms or orca?
- swarms: Very active. orca: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for swarms and orca?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: swarms trust report; orca trust report.