--- title: "delta vs autogen" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/delta-io-delta-vs-microsoft-autogen" tools: ["delta-io-delta", "microsoft-autogen"] --- # delta vs autogen *GraphCanon updated Jul 11, 2026* ## Verdict Pick delta when delta is primarily Scala; autogen is Python; pick autogen when autogen is primarily Python; delta is Scala. [delta](https://delta.io) reports 8.9k GitHub stars, 2.1k forks, and 1.5k open issues, last pushed Jul 11, 2026. [autogen](https://microsoft.github.io/autogen/) has 60k stars, 9.0k forks, and 945 open issues, last pushed Apr 15, 2026. Figures are from public GitHub metadata via [delta's repository](https://github.com/delta-io/delta) and [autogen's repository](https://github.com/microsoft/autogen). | | [delta](/tools/delta-io-delta.md) | [autogen](/tools/microsoft-autogen.md) | | --- | --- | --- | | Tagline | An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs | A programming framework for agentic AI | | Stars | 8,901 | 59,658 | | Forks | 2,134 | 8,983 | | Open issues | 1,542 | 945 | | Language | Scala | Python | | Adopt for | - | AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | CC-BY-4.0 | | Categories | LLM Frameworks | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [delta](/tools/delta-io-delta.md) | [autogen](/tools/microsoft-autogen.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Steady (60%) | | Days since push | 0d | 87d | | Open issues (now) | 1.5k | 945 | | Full report | [trust report](/tools/delta-io-delta/trust.md) | [trust report](/tools/microsoft-autogen/trust.md) | ## Decision facts: autogen - **Requirements:** Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure. - **Adopt for:** AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models. ## Choose when ### Choose delta if… - delta is primarily Scala; autogen is Python. - License: delta is Apache-2.0, autogen is CC-BY-4.0. - Tags unique to delta: acid, analytics, big-data, delta-lake. - delta ships Docker support for self-hosted deployment. ### Choose autogen if… - autogen is primarily Python; delta is Scala. - License: autogen is CC-BY-4.0, delta is Apache-2.0. - Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.. - Tags unique to autogen: agentic-agi, agents, ai, autogen. - Also covers AI Agents. - You need a framework that supports integration with multiple AI models via OpenAI's chat completion client. ## When NOT to use delta - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use autogen - If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. - When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. - You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities. ## Common questions ### What is the difference between delta and autogen? delta: An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs. autogen: A programming framework for agentic AI. See the comparison table for live GitHub stats and shared categories. ### When should I choose delta over autogen? Choose delta over autogen when delta is primarily Scala; autogen is Python; License: delta is Apache-2.0, autogen is CC-BY-4.0; Tags unique to delta: acid, analytics, big-data, delta-lake; delta ships Docker support for self-hosted deployment. ### When should I choose autogen over delta? Choose autogen over delta when autogen is primarily Python; delta is Scala; License: autogen is CC-BY-4.0, delta is Apache-2.0; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Tags unique to autogen: agentic-agi, agents, ai, autogen; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client. ### When should I avoid delta? LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid autogen? If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities. ### Is delta or autogen more popular on GitHub? autogen has more GitHub stars (59,658 vs 8,901). Stars measure visibility, not whether either tool fits your constraints. ### Are delta and autogen open source? Yes - both are open-source projects on GitHub (delta: Apache-2.0, autogen: CC-BY-4.0). ### Where can I find alternatives to delta or autogen? GraphCanon lists graph-backed alternatives at [delta alternatives](/tools/delta-io-delta/alternatives) and [autogen alternatives](/tools/microsoft-autogen/alternatives) ([delta markdown twin](/tools/delta-io-delta/alternatives.md), [autogen markdown twin](/tools/microsoft-autogen/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/delta-io-delta-vs-microsoft-autogen.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, delta or autogen? delta: Very active. autogen: Steady. 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 delta and autogen? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [delta trust report](/tools/delta-io-delta/trust); [autogen trust report](/tools/microsoft-autogen/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=delta-io-delta`](/api/graphcanon/graph?tool=delta-io-delta) - 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/_