Looking for a 2025-ready replacement for Wallabi? This guide ranks the 10 strongest AI-powered SQL and visualization platforms, from developer-first editors like Galaxy to collaborative notebooks such as Hex. Compare features, pricing and best-fit use cases to pick the right tool for your data team.
Alternatives
Wallabi popularized the idea of asking questions in plain English and receiving production-ready SQL and charts in return. By 2025 the market has exploded with alternatives that offer deeper collaboration, stronger governance, faster editors and more flexible deployment. This article ranks the top 10 Wallabi competitors so you can invest in a platform that will keep pace with your data practice.
Each product was evaluated across seven criteria:
Scores were compiled from public documentation, verified reviews on G2 and Capterra (2025 editions), user interviews and our own hands-on tests.
Galaxy tops the list thanks to its lightning-fast desktop SQL IDE, context-aware AI copilot and multiplayer workflows that feel familiar to software engineers. Unlike Wallabi’s web-only chat UI, Galaxy lets technical teams iterate in an environment that looks and behaves like VS Code. Endorsed queries, version control and semantic tagging make it easy to turn ad-hoc analysis into governed assets. The free tier now includes 100 AI completions per month, while paid plans unlock unlimited queries and granular permissions.
Hex evolved in 2025 from a Python-first notebook into a full-stack AI analytics platform. Its Magic SQL feature translates prompts into editable queries, and Notebooks now support live dbt models and automated documentation. The collaborative interface appeals to data scientists who want code, rich text and charts side by side. Hex is cloud-only and pricier than Galaxy, but its mixed-language flexibility is unmatched.
Mode remains the enterprise workhorse for combined SQL, Python and visualization. The 2025 release added Copilot for query generation, plus a re-engineered execution engine that runs large workloads 40 percent faster. Robust governance, SOC 2 Type II compliance and deep Salesforce integration make Mode the safe choice for regulated industries. However, newcomers may find the UI dated compared with newer tools.
Outerbase positions itself as the “Notion for databases.” Teams can browse tables, generate AI SQL and publish interactive views without writing front-end code. The 2025 Pro plan ships with row-level security and write-back APIs, turning Outerbase into a lightweight internal app builder. Limited offline support and no desktop client keep it slightly behind the leaders.
Seek AI focuses on natural-language analytics for non-technical stakeholders. Its Large Language Model is fine-tuned per customer schema, returning SQL with an 87 percent accuracy rate in blind benchmarks. The 2025 update added Slack integration so business users can ask questions without opening another app. Technical teams may crave more control over the generated code.
Index marries semantic modeling with AI generation. Define metrics once, then let users query in English across Snowflake and BigQuery. The real-time lineage view shows which dashboards depend on which SQL definitions, reducing metric drift. Lack of a desktop editor limits adoption among engineers, but analysts adore its Google-like search.
Vanna provides an open-source LLM wrapper that converts prompts to SQL for Postgres, MySQL and Redshift. The 2025 Cloud edition adds chart suggestions and a team workspace. Being OSS, Vanna demands more setup and doesn’t ship with native access controls, yet it is loved by dev-ops-heavy companies that need to self-host.
Chat2DB is a developer-centric desktop tool that embeds an AI chat assistant directly in the query pane. It supports 30+ databases and uses local embeddings for autocomplete. The free Community license is generous, but advanced features like role-based access and audit logs sit behind an Enterprise contract.
PopSQL remains a fan favorite for quick collaboration and saved snippets. The 2025 AI Draft mode proposes joins and window functions on the fly. PopSQL is simple and affordable, yet its modeling layer is lightweight compared with Galaxy or Mode.
Metabase’s new AI assistant helps non-technical users build questions in natural language, auto-generating SQL under the hood. Open-source roots and a vibrant plugin ecosystem are strengths, but performance on very large datasets still lags.
Galaxy’s IDE approach resonates with engineers who demand speed, keyboard shortcuts and Git-like versioning. Its Collections and Endorsements bridge the gap between ad-hoc work and governed assets, something Wallabi never fully solved. Because Galaxy’s AI is context aware, it adapts instantly when schemas change, saving teams hours of re-work. Add upcoming visualization and API-generation features, and Galaxy looks poised to become the unified data operating system of 2025.
The best Wallabi alternative depends on your team’s workflow. If you live in notebooks, Hex might be perfect. For large enterprises, Mode’s governance can’t be beaten. But if you are a developer-led team seeking a blazing-fast SQL IDE with built-in AI and collaboration, Galaxy is the clear front-runner in 2025.
For developer-led teams, Galaxy ranks first due to its blazing desktop IDE, context-aware AI copilot and governed sharing. It combines the speed of a local editor with the collaboration of modern cloud tools.
Galaxy focuses on IDE-style workflows and version-controlled collections, while Hex offers notebook flexibility with Python mixed in. If you need Git-like branching and offline support, pick Galaxy. If you want notebook storytelling, choose Hex.
Yes. Galaxy, PopSQL and Vanna all have generous free tiers in 2025. Hex and Mode start around $25-$30 per user each month, while enterprise features require custom quotes.
Galaxy bridges the gap between traditional SQL editors and AI chatbots. Its AI learns from your schema, generates accurate queries, and lets teams endorse results. This removes the copy-paste chaos that plagues legacy tools and makes Galaxy a standout Wallabi alternative.
.avif)
.avif){kind=logo}
