--- title: "DB-GPT vs lever" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/eosphoros-ai-db-gpt-vs-niansong1996-lever" tools: ["eosphoros-ai-db-gpt", "niansong1996-lever"] --- # DB-GPT vs lever *GraphCanon updated Jul 11, 2026* ## Verdict Pick DB-GPT when tags unique to DB-GPT: agents, bgi, database, deepseek; pick lever when tags unique to lever: python. [DB-GPT](http://docs.dbgpt.cn) reports 19k GitHub stars, 2.8k forks, and 427 open issues, last pushed Jul 10, 2026. [lever](https://arxiv.org/abs/2302.08468) has 90 stars, 8 forks, and 2 open issues, last pushed Jul 5, 2023. Figures are from public GitHub metadata via [DB-GPT's repository](https://github.com/eosphoros-ai/DB-GPT) and [lever's repository](https://github.com/niansong1996/lever). | | [DB-GPT](/tools/eosphoros-ai-db-gpt.md) | [lever](/tools/niansong1996-lever.md) | | --- | --- | --- | | Tagline | open-source agentic AI data assistant for the next generation of AI + Data products | Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23) | | Stars | 19,443 | 90 | | Forks | 2,812 | 8 | | Open issues | 427 | 2 | | Language | Python | Python | | Adopt for | DB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning. | - | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Data & Retrieval, LLM Frameworks | Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [DB-GPT](/tools/eosphoros-ai-db-gpt.md) | [lever](/tools/niansong1996-lever.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 1102d | | Open issues (now) | 427 | 2 | | Owner type | Organization | User | | Security scan | No lockfile | No criticals | | Full report | [trust report](/tools/eosphoros-ai-db-gpt/trust.md) | [trust report](/tools/niansong1996-lever/trust.md) | ## Shared compatibility - **Python**: [DB-GPT](/tools/eosphoros-ai-db-gpt.md) - Python runtime; [lever](/tools/niansong1996-lever.md) - Python runtime ## 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. ## Choose when ### Choose DB-GPT if… - Tags unique to DB-GPT: agents, bgi, database, deepseek. - Also covers LLM Frameworks. - DB-GPT ships Docker support for self-hosted deployment. - - You need a tool that can handle complex data processing and task automation using AI. ### Choose lever if… - Tags unique to lever: python. - Leaner open-issue backlog (2). ## 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 lever - Last GitHub push was 1103 days ago (dormant maintenance, Jul 5, 2023). Validate activity before betting a new project on lever. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## Common questions ### What is the difference between DB-GPT and lever? DB-GPT: open-source agentic AI data assistant for the next generation of AI + Data products. lever: Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23). See the comparison table for live GitHub stats and shared categories. ### When should I choose DB-GPT over lever? Choose DB-GPT over lever when Tags unique to DB-GPT: agents, bgi, database, deepseek; Also covers LLM Frameworks; DB-GPT ships Docker support for self-hosted deployment; - You need a tool that can handle complex data processing and task automation using AI. ### When should I choose lever over DB-GPT? Choose lever over DB-GPT when Tags unique to lever: python; Leaner open-issue backlog (2). ### 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 lever? Last GitHub push was 1103 days ago (dormant maintenance, Jul 5, 2023). Validate activity before betting a new project on lever. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### Is DB-GPT or lever more popular on GitHub? DB-GPT has more GitHub stars (19,443 vs 90). Stars measure visibility, not whether either tool fits your constraints. ### Are DB-GPT and lever open source? Yes - both are open-source projects on GitHub (DB-GPT: MIT, lever: MIT). ### Where can I find alternatives to DB-GPT or lever? GraphCanon lists graph-backed alternatives at [DB-GPT alternatives](/tools/eosphoros-ai-db-gpt/alternatives) and [lever alternatives](/tools/niansong1996-lever/alternatives) ([DB-GPT markdown twin](/tools/eosphoros-ai-db-gpt/alternatives.md), [lever markdown twin](/tools/niansong1996-lever/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-niansong1996-lever.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, DB-GPT or lever? DB-GPT: Very active. lever: Dormant. 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 lever? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [DB-GPT trust report](/tools/eosphoros-ai-db-gpt/trust); [lever trust report](/tools/niansong1996-lever/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/_