Which is more popular, DBX or Vanna?

DBX has more GitHub stars (23,828 vs 23,812).

Which is more actively developed, DBX or Vanna?

DBX had more commits in the last 90 days (4,812 vs 0).

Should I use DBX or Vanna?

Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.

DBX vs Vanna

Side-by-side comparison of two AI agent tools

Short answer

Vanna has had no commit in 8 months; DBX is actively maintained (4,812 commits in the last 90 days).
DBX is growing faster: +11,295 GitHub stars in the last 30 days vs +108 for Vanna.
Pick DBX for: 25 MB cross-platform client for 100+ databases with a built-in AI assistant and MCP Server. Pick Vanna for: chat with your SQL database.

From GitHub data refreshed daily.

DBXopen-source

25 MB cross-platform client for 100+ databases with a built-in AI assistant and MCP Server

Vannaopen-source

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.

Metrics

	DBX	Vanna
Stars	23.8k	23.8k
Star velocity /mo	11.3k	108.25396825396824
Commits (90d)	4.8k	0
Releases (6m)	10	0
Overall score	0.950750801484004	0.28187554983559937

Pros

+支持广泛的数据库和LLM提供商，具有很强的兼容性和灵活性
+提供企业级安全特性，包括用户权限控制、审计日志和行级安全
+包含预构建的现代化Web界面组件，支持实时流式响应和丰富的数据可视化

Cons

-需要LLM API访问权限，使用成本可能较高
-需要对数据库schema有一定了解才能获得最佳查询效果
-企业级功能的配置和部署相对复杂

Use Cases

•为非技术业务用户提供自然语言数据查询界面
•构建内部数据探索和分析工具，降低SQL查询门槛
•集成到现有应用中提供智能化的数据报告和洞察功能

View DBX Details View Vanna Details

FAQ

Which is more popular, DBX or Vanna?: DBX has more GitHub stars (23,828 vs 23,812).
Which is more actively developed, DBX or Vanna?: DBX had more commits in the last 90 days (4,812 vs 0).
Should I use DBX or Vanna?: Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.