Data Tools

Best Text-to-SQL Tools in 2025

Text to SQL
Galaxy Team
June 13, 2025
1
minute read

Text-to-SQL tools help users translate natural language into SQL—ideal for non-technical teams, analysts, and fast prototyping.

text-to-sql, ai, sql generators

Top tools that let you write SQL queries using natural language, perfect for non-technical users and analysts.

Learn more about other top data tools and use AI to query your SQL today!
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Table of Contents

In 2025, Text-to-SQL tools have become essential for data teams, marketers, operators, and product managers who want to explore and query data without deep SQL expertise. These tools bridge the gap between natural language and structured database queries, empowering users to ask questions in plain English and receive accurate SQL queries in return—no manual coding required.

With advancements in natural language processing and large language models (LLMs), a new wave of AI-first consumer products are emerging that make database access more collaborative and intuitive. Below are some of the top consumer-focused text-to-SQL tools, including Galaxy—a developer-friendly SQL workspace with a built-in AI copilot designed for speed, scale, and teamwork.

1. Galaxy

Description:
Galaxy is a collaborative SQL workspace that turns natural language into production-ready SQL with an AI assistant. Built for data teams, product operators, and engineers, Galaxy goes beyond generating SQL—it helps you edit, document, and reuse it.

Website: getgalaxy.io

Key Features:

  • ✨ AI-powered text-to-SQL generation with edit + retry workflows
  • 📁 Save, fork, and version queries across your team
  • 🧠 Embed query documentation for faster onboarding
  • 📊 Preview tables, format code, and visualize query results inline
  • 🔐 Secure data access with Git-style permissioning

Pros:

  • 🧩 Combines text-to-SQL, AI edit suggestions, and version control in one
  • 💡 Designed for both technical and semi-technical users
  • ⚡ Lightweight interface focused on query speed and usability

Cons:

  • 🧪 Still in early stages—some enterprise integrations in development
  • 🌐 Currently optimized for SQL, not other programming languages

Pricing:
Free for individuals; team plans available on request.

Ideal For:
Startups, growth teams, and data engineers who want a faster, smarter way to work with SQL collaboratively.

2. Text2SQL.ai

Description: Text2SQL.ai is an AI-powered tool that converts natural language into SQL queries, supporting databases like MySQL, PostgreSQL, Oracle, and SQL Server.

Key Features:

  • Generates, explains, and optimizes SQL queries.
  • Supports multiple SQL dialects.
  • Offers a user-friendly interface suitable for both beginners and professionals.

Pros:

  • Simplifies SQL query creation for non-technical users.
  • Provides instant query generation, saving time.
  • Offers a free trial with no credit card required.

Cons:

  • Has limitations with highly complex queries.
  • Dependent on the accuracy of AI interpretations.

Pricing: Free trial available; premium plans start at $9.99/month.

Ideal For: Individuals and teams seeking to streamline SQL query generation without deep technical expertise.

3. Chat2DB

Description: Chat2DB is an AI-driven database management tool that allows users to interact with databases using natural language, converting plain text into SQL queries.

Key Features:

  • Supports over 24 databases, including MySQL, PostgreSQL, and MongoDB.
  • Offers AI-generated SQL queries and data analysis.
  • Provides a user-friendly interface for database management.

Pros:

  • Facilitates database interactions for non-technical users.
  • Enhances productivity with AI-generated queries.
  • Supports team collaboration and report distribution.

Cons:

  • May require initial setup and configuration.
  • Advanced features might have a learning curve.
  • Has limitations with highly complex queries.

Pricing: Offers a free version; premium features available in paid plans.

Ideal For: Teams and individuals looking for an accessible AI-powered database management solution.

4. Waii.ai

Description: Waii.ai is an AI-powered Text-to-SQL platform that translates natural language into precise SQL queries, designed for enterprise-level accuracy.

Key Features:

  • Combines a purpose-built SQL compiler with advanced AI models.
  • Achieves over 95% accuracy in SQL generation.
  • Offers APIs for seamless integration into applications.

Pros:

  • High accuracy in translating complex queries.
  • Suitable for enterprise applications requiring precise SQL generation.
  • Provides customization options through APIs.

Cons:

  • May be more suited for enterprise use than individual consumers.
  • Requires integration for full functionality.

Pricing: Custom pricing based on enterprise needs.

Ideal For: Organizations seeking accurate and reliable Text-to-SQL solutions for complex database interactions.

5. SQLPilot

Description: SQLPilot is an AI-first SQL editor that helps users write accurate and optimized SQL queries using natural language prompts.

Key Features:

  • Supports PostgreSQL and MySQL databases.
  • Utilizes advanced language models for query generation.
  • Offers a user-friendly interface for query editing.

Pros:

  • Simplifies SQL query writing for users with varying technical backgrounds.
  • Enhances productivity with AI-assisted query generation.
  • Provides a clean and intuitive user interface.

Cons:

  • Currently supports a limited number of databases.
  • Advanced features may require a subscription.

Pricing: Free trial available; premium plans offered for additional features.

Ideal For: Users seeking an AI-assisted SQL editor to streamline query writing processes.

6. AI2SQL

Description: AI2sql is a platform that transforms natural language commands into SQL queries, aiming to make database querying accessible to users without SQL expertise.

Key Features:

  • Converts plain English into SQL queries.
  • Supports various database engines.
  • Offers a playground for practice and learning.

Pros:

  • User-friendly for individuals with limited SQL knowledge.
  • Accelerates the query development process.
  • Reduces errors in SQL query writing.

Cons:

  • May have limitations with complex query structures.
  • Dependent on the accuracy of natural language processing.

Pricing: Free version available; premium features offered in paid plans.

Ideal For: Individuals and teams looking to simplify database querying through natural language.

6. SQLConnect

Description:
SQLConnect is a desktop application developed by SplashBI, designed to simplify querying Oracle Fusion Cloud data. It empowers users to execute ad-hoc queries, extract data to CSV or Excel, and navigate databases effortlessly. A standout feature is its AI assistant, FlashAI, which translates natural language inputs into accurate SQL queries, making data access more intuitive for users of all technical levels.

Key Features:

  • FlashAI Natural Language Processing: Convert plain English questions into SQL queries instantly.
  • Real-Time Data Access: Connect to multiple Oracle ERP/SCM/HCM pods for swift data retrieval.
  • Data Export: Easily export query results to CSV or Excel formats.
  • Background Execution: Run lengthy queries without interruption, receiving notifications upon completion.
  • SQL Minimap: Navigate large SQL scripts efficiently with a visual overview.
  • Git Integration: Collaborate seamlessly with built-in version control features.

Pros:

  • User-friendly interface suitable for both technical and non-technical users.
  • Enhances productivity by simplifying complex SQL query creation.
  • Facilitates collaboration through Git integration.

Cons:

  • Primarily tailored for Oracle Fusion Cloud, limiting versatility with other databases.
  • Desktop application may not cater to users seeking web-based solutions.

Pricing:
Offers a free 15-day trial. For detailed pricing information, users are encouraged to contact SQLConnect directly.

Ideal For:
Organizations utilizing Oracle Fusion Cloud seeking an intuitive tool to streamline data querying and reporting processes.

User Feedback:
Users have praised SQLConnect for its ability to bridge the gap between complex cloud databases and user-friendly data access:

Frequently Asked Questions

What is a Text-to-SQL tool and why is it valuable in 2025?

Text-to-SQL tools allow users to write questions in natural language and receive accurate SQL queries in return. In 2025, they’ve become essential for data teams, marketers, and product managers who need database insights without deep SQL knowledge. These tools improve speed, reduce errors, and increase access to data across teams.

How does Galaxy compare to other Text-to-SQL tools?

Galaxy stands out by blending natural language-to-SQL translation with advanced editing, versioning, and collaboration features. Unlike tools that only generate SQL, Galaxy is a full SQL workspace designed for technical and semi-technical users—supporting fast iteration, team reuse, and secure access control. It's ideal for startups and growth teams that want to move faster with data.

What should I look for in a Text-to-SQL platform?

When evaluating tools, look for accuracy in query generation, support for your database dialect, collaboration capabilities, and user experience. Some tools focus on simplicity for non-technical users, while others—like Galaxy—prioritize power features for data-savvy teams.

Are these tools accurate with complex SQL queries?

Many modern tools are highly accurate for basic and moderately complex queries. However, performance varies when handling advanced joins, nested logic, or edge cases. Galaxy tends to offer better precision for complex queries, thanks to its AI tuning and developer-oriented workflows.

Check out our other data tool comparisons

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