--- title: "DB-GPT vs spiceai" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/eosphoros-ai-db-gpt-vs-spiceai-spiceai" tools: ["eosphoros-ai-db-gpt", "spiceai-spiceai"] --- # DB-GPT vs spiceai *GraphCanon updated Aug 18, 2026* ## Verdict Pick DB-GPT if dB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning; pick spiceai if spiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases. [DB-GPT](http://docs.dbgpt.cn) reports 20k GitHub stars, 2.9k forks, and 428 open issues, last pushed Aug 17, 2026. [spiceai](https://docs.spiceai.org) has 3.0k stars, 212 forks, and 424 open issues, last pushed Jul 25, 2026. Figures are from public GitHub metadata via [DB-GPT's repository](https://github.com/eosphoros-ai/DB-GPT) and [spiceai's repository](https://github.com/spiceai/spiceai). | | [DB-GPT](/tools/eosphoros-ai-db-gpt.md) | [spiceai](/tools/spiceai-spiceai.md) | | --- | --- | --- | | Tagline | open-source agentic AI data assistant for the next generation of AI + Data products | A real-time analytics node for data-grounded AI applications | | Stars | 19,740 | 3,047 | | Forks | 2,882 | 212 | | Open issues | 428 | 424 | | Language | Python | Rust | | Adopt for | DB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning. | SpiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | Data & Retrieval, LLM Frameworks | Data & Retrieval, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [DB-GPT](/tools/eosphoros-ai-db-gpt.md) | [spiceai](/tools/spiceai-spiceai.md) | | --- | --- | --- | | Open issues (now) | 428 | 424 | | Stars delta | +239 (30d) | Unknown | | Open issues delta | -5 (30d) | Unknown | | Full report | [trust report](/tools/eosphoros-ai-db-gpt/trust.md) | [trust report](/tools/spiceai-spiceai/trust.md) | ## Decision facts: DB-GPT - **Adopt for:** DB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning. ## Decision facts: spiceai - **Adopt for:** SpiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases. ## Choose when ### Choose DB-GPT if… - DB-GPT is primarily Python; spiceai is Rust. - License: DB-GPT is MIT, spiceai is Apache-2.0. - Tags unique to DB-GPT: agents, bgi, database, deepseek. - - You need a tool that can handle complex data processing and task automation using AI. ### Choose spiceai if… - spiceai is primarily Rust; DB-GPT is Python. - License: spiceai is Apache-2.0, DB-GPT is MIT. - Tags unique to spiceai: accelerated sql, llm-inference, operational database integration, real-time analytics. - When you need real-time data-grounded AI applications that require fast SQL query execution, search capabilities, or LLM-inference ## When NOT to use DB-GPT - - You are looking for a heavily community-customized or fine-tuned experience as,DB-GPT's flexibility might be limited compared to more customizable systems. - - Your use case strictly requires proprietary services and you seek a tool without dependency on third-party LLM services which DB-GPT inherently relies upon. - - Deployment contexts that strictly adhere to closed-source frameworks or environments where open-source software is restricted might not align well with DB-GPT’s licensing model. ## When NOT to use spiceai - If your project already has a robust solution for real-time analytics that does not benefit from being rewritten in Rust - Where the ecosystem preference is not Rust, as SpiceAI's accelerated query engine and integration features are tied closely with Rust ## Common questions ### What is the difference between DB-GPT and spiceai? DB-GPT: open-source agentic AI data assistant for the next generation of AI + Data products. spiceai: A real-time analytics node for data-grounded AI applications. See the comparison table for live GitHub stats and shared categories. ### When should I choose DB-GPT over spiceai? Choose DB-GPT over spiceai when DB-GPT is primarily Python; spiceai is Rust; License: DB-GPT is MIT, spiceai is Apache-2.0; Tags unique to DB-GPT: agents, bgi, database, deepseek; - You need a tool that can handle complex data processing and task automation using AI. ### When should I choose spiceai over DB-GPT? Choose spiceai over DB-GPT when spiceai is primarily Rust; DB-GPT is Python; License: spiceai is Apache-2.0, DB-GPT is MIT; Tags unique to spiceai: accelerated sql, llm-inference, operational database integration, real-time analytics; When you need real-time data-grounded AI applications that require fast SQL query execution, search capabilities, or LLM-inference. ### When should I avoid DB-GPT? - You are looking for a heavily community-customized or fine-tuned experience as,DB-GPT's flexibility might be limited compared to more customizable systems. - Your use case strictly requires proprietary services and you seek a tool without dependency on third-party LLM services which DB-GPT inherently relies upon. - Deployment contexts that strictly adhere to closed-source frameworks or environments where open-source software is restricted might not align well with DB-GPT’s licensing model. ### When should I avoid spiceai? If your project already has a robust solution for real-time analytics that does not benefit from being rewritten in Rust Where the ecosystem preference is not Rust, as SpiceAI's accelerated query engine and integration features are tied closely with Rust ### Is DB-GPT or spiceai more popular on GitHub? DB-GPT has more GitHub stars (19,740 vs 3,047). Stars measure visibility, not whether either tool fits your constraints. ### Are DB-GPT and spiceai open source? Yes - both are open-source projects on GitHub (DB-GPT: MIT, spiceai: Apache-2.0). ### Where can I find alternatives to DB-GPT or spiceai? GraphCanon lists graph-backed alternatives at [DB-GPT alternatives](/tools/eosphoros-ai-db-gpt/alternatives) and [spiceai alternatives](/tools/spiceai-spiceai/alternatives) ([DB-GPT markdown twin](/tools/eosphoros-ai-db-gpt/alternatives.md), [spiceai markdown twin](/tools/spiceai-spiceai/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/eosphoros-ai-db-gpt-vs-spiceai-spiceai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, DB-GPT or spiceai? DB-GPT: Very active. spiceai: 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 DB-GPT and spiceai? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [DB-GPT trust report](/tools/eosphoros-ai-db-gpt/trust); [spiceai trust report](/tools/spiceai-spiceai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=eosphoros-ai-db-gpt`](/api/graphcanon/graph?tool=eosphoros-ai-db-gpt) - 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/_