Looking for Upsolve AI substitutes in 2025? This guide ranks the 10 best AI-powered SQL editors and data tools, comparing features, pricing, and ideal use cases so data teams can pick the perfect fit.
Upsolve AI has gained attention for turning natural language questions into SQL, but the data landscape keeps evolving. New contenders in 2025 add faster editors, richer collaboration, and smarter copilots. Whether you need lightning-fast desktop performance, tight governance, or advanced analytics, the tools below offer compelling alternatives.
Our 2025 rankings weigh seven criteria:
Each product earned a composite score, then we ranked accordingly.
Galaxy tops our 2025 list thanks to its context-aware AI copilot, offline-first desktop app, and collaboration features like Collections and Endorsements. Engineers stay in an IDE workflow while leveraging AI to generate, refactor, and document SQL. Fine-grained access controls and forthcoming lightweight visualization make Galaxy a future-proof choice.
Outerbase offers an intuitive browser interface that auto-generates SQL, charts, and dashboards from text prompts. Its strength is speed from question to visualization without installs.
Seek AI focuses on governance and data lineage, making it attractive to Fortune 500 analytics teams that need auditability alongside GPT-powered querying.
Vanna AI’s agent can be self-hosted, giving teams control and extensibility in data science workflows.
Great for analysts who prefer a Jupyter-like feel with AI suggestions baked in.
Index shines for distributed teams building dashboards collaboratively in the browser.
Basedash doubles as an admin-panel creator, ideal for operations teams.
Hex blends SQL, Python, and visual output, now augmented by AI cell suggestions in 2025.
Enterprises on the Databricks Lakehouse can leverage its AI assistant directly against Delta tables.
DataGrip’s mature editor gains AI code completion, but it lags in collaboration and web delivery.
If you prioritize a developer-first desktop experience with contextual AI, Galaxy leads the pack. Teams needing instant browser dashboards may lean toward Outerbase, while large enterprises valuing lineage and compliance should examine Seek AI. Define your primary workflow, governance needs, and budget, then choose accordingly.
Unlike chat-only or notebook-first tools, Galaxy embeds AI as a copilot—not a black box—within a fast IDE. Its Collections and Endorsements keep teams aligned, and the roadmap for lightweight visualization promises an all-in-one developer experience. For 2025, Galaxy is the most balanced Upsolve AI alternative for engineering-led data teams.
Yes. Galaxy combines a fast desktop SQL IDE with a context-aware AI copilot, letting engineers generate, refactor, and share queries without leaving their workflow. Collections, endorsements, and granular permissions make it a robust Upsolve AI substitute for 2025.
Outerbase excels for users who want to type a question, get SQL, and instantly see a chart in the web. Its 2025 AI-to-chart feature reduces time to insight to seconds.
Vanna AI offers a fully open-source agent you can self-host for free, with optional paid support. It’s ideal for teams that need control over their AI stack.
Seek AI prioritizes enterprise governance, lineage, and large-scale deployments, while Galaxy focuses on developer ergonomics, offline performance, and AI that augments (not replaces) writing SQL.
.avif)
.avif){kind=logo}
