--- title: "swarms vs orca" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kyegomez-swarms-vs-stablyai-orca" tools: ["kyegomez-swarms", "stablyai-orca"] --- # swarms vs orca *GraphCanon updated Sep 20, 2026* ## 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. [swarms](https://docs.swarms.world) reports 7.2k GitHub stars, 1.0k forks, and 219 open issues, last pushed Sep 19, 2026. [orca](https://onOrca.dev) has 73k stars, 4.8k forks, and 6.3k open issues, last pushed Sep 20, 2026. Figures are from public GitHub metadata via [swarms's repository](https://github.com/kyegomez/swarms) and [orca's repository](https://github.com/stablyai/orca). | | [swarms](/tools/kyegomez-swarms.md) | [orca](/tools/stablyai-orca.md) | | --- | --- | --- | | Tagline | The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework | ADE for working with a fleet of parallel agents | | Stars | 7,186 | 72,848 | | Forks | 1,023 | 4,765 | | Open issues | 219 | 6,281 | | Language | Python | TypeScript | | Adopt for | 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 specializes in orchestrating multiple AI coding agents simultaneously through a user-friendly interface accessible on both desktop and mobile devices. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [swarms](/tools/kyegomez-swarms.md) | [orca](/tools/stablyai-orca.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 219 | 6.3k | | Stars delta | +192 (30d) | +24k (30d) | | Open issues delta | +162 (30d) | +2104 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/kyegomez-swarms/trust.md) | [trust report](/tools/stablyai-orca/trust.md) | ## Decision facts: swarms - **Adopt for:** 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. ## Decision facts: orca - **Requirements:** Ensure you have the necessary subscriptions for any third-party coding agents intended to be used with Orca. - **Adopt for:** Orca specializes in orchestrating multiple AI coding agents simultaneously through a user-friendly interface accessible on both desktop and mobile devices. ## Choose when ### 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. ### 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 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 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. ## 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](/tools/kyegomez-swarms/alternatives) and [orca alternatives](/tools/stablyai-orca/alternatives) ([swarms markdown twin](/tools/kyegomez-swarms/alternatives.md), [orca markdown twin](/tools/stablyai-orca/alternatives.md)), 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](/compare/kyegomez-swarms-vs-stablyai-orca.md) 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](/tools/kyegomez-swarms/trust); [orca trust report](/tools/stablyai-orca/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kyegomez-swarms`](/api/graphcanon/graph?tool=kyegomez-swarms) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_