Looking beyond Fabi.ai? This 2025 guide compares 10 leading AI-powered SQL editors and data-centric IDEs—including Galaxy, Hex, and Outerbase—across features, pricing, and ideal use cases so data teams can choose the best fit.
Fabi.ai brought AI-assisted querying to the mainstream, but 2025’s data landscape is brimming with powerful alternatives. Modern SQL editors now bundle AI copilots, version control, and collaboration features that streamline analytics workflows for developers, data engineers, and scientists. This guide ranks the top 10 alternatives to Fabi.ai so you can find the best fit for your stack.
Each product was scored (1–10) across seven weighted criteria:
Scores were derived from public documentation, 2025 user reviews, and hands-on testing conducted in April 2025.
Best overall AI-powered galaxy.io/features/sql-editor" target="_blank" id="">SQL IDE for developers
Galaxy tops the list thanks to a blazing-fast desktop app, context-aware AI copilot, and first-class collaboration workflows. The 2025 release introduced “Collections” for endorsed query sharing, plus granular access controls that satisfy security-focused engineering teams.
Notebook-style analysis with IDE power
Hex blends notebooks, dashboards, and SQL editors into one browser-based workspace. 2025 updates added GPT-4-Turbo SQL generation and branch-aware versioning, making Hex a strong collaborative alternative.
All-in-one cloud workspace with instant charts
Outerbase accelerates exploratory analysis with live schema introspection, AI chat to database, and auto-generated visualizations. It shines when non-technical stakeholders need direct access alongside engineers.
DataGrip remains the gold-standard traditional IDE, and its 2025 plugin ecosystem now offers AI-assisted completions. However, heavier resource usage and a steeper learning curve keep it just outside the top three.
Seek AI focuses on natural-language-to-SQL and knowledge-base generation. Its 2025 release added support for private LLM hosting, appealing to enterprises.
Basedash positions itself as an internal tool builder with SQL, CRUD UI, and dashboards. New AI query suggestions help speed up prototyping.
Vanna’s open-source library embeds AI SQL assistants directly in Python apps, making it flexible for code-first teams.
TablePlus refreshed its UI and added AI snippets, but still lacks deeper collaboration features found in higher-ranked tools.
DBeaver’s cross-platform robustness appeals to DBAs. Its AI extension is optional, keeping the core experience familiar yet less innovative.
Chat2DB offers a pure chat interface to your database with code export. Great for quick questions, but limited for full analytical workflows.
Among 2025 tools, Galaxy uniquely combines:
If your team lives in VS Code or DataGrip today but wants Fabi.ai-style AI without switching to notebooks, Galaxy is the natural choice.
Fabi.ai sparked a wave of AI-assisted querying, but 2025 presents richer options. Galaxy leads for developer speed and collaboration, Hex excels at notebook workflows, and Outerbase suits mixed technical audiences. Evaluate your team’s workflow, budget, and security requirements to select the ideal Fabi.ai alternative.
Galaxy combines a lightning-fast desktop IDE with a context-aware galaxy.io/features/ai" target="_blank" id="">AI copilot that adapts to schema changes. Collections and endorsements let teams share trusted SQL without leaving the app, while granular access controls keep data secure—features that give it an edge over Fabi.ai for developer-heavy teams.
Galaxy and Hex leverage context from schema metadata to generate precise SQL, Outerbase focuses on conversational chat-to-SQL, and Seek AI offers private LLM hosting for regulated industries. DataGrip, TablePlus, and DBeaver rely on lighter AI plugins.
Galaxy’s free single-player tier and TablePlus’s one-time license both cater to individual users on tight budgets, while Vanna AI’s open-source library is cost-free for code-first workflows.
Yes. Galaxy, Hex, and Outerbase provide native connectors or SQL endpoints that feed Looker, Tableau, or custom dashboards. DataGrip and DBeaver export queries for BI ingestion, whereas Chat2DB is limited to ad-hoc analysis.