Best Snorkel AI alternatives in 2026

Explore data with Python & SQL, work together with your team, and share insights that lead to action — all in one place with Deepnote.

Finally — anyone can explore data using natural language, with or without code, on trusted context, in one integrated platform.

Evidence is an open source, code-based alternative to drag-and-drop BI tools. Build polished data products with just SQL and markdown.

Lightdash is the AI-first, open-source BI platform for modern data teams. Connect to dbt, define metrics once, and get instant, trustworthy insights.

Effortlessly manage and explore your database with AI, no expertise needed. Collaborate seamlessly for a smarter data experience.

The database you love, on a serverless platform designed to help you build reliable and scalable applications faster.

PlanetScale offers the world’s fastest and most scalable cloud hosting for Vitess and Postgres.

Build production-grade applications with a Postgres database, Authentication, instant APIs, Realtime, Functions, Storage and Vector embeddings. Start for free.

Turso is the lightweight database that scales to millions of agents. Deploy databases everywhere—on servers, in browsers, on devices—just like files.

dbt Labs empowers data teams to build reliable, governed data pipelines—accelerating analytics and AI initiatives with speed and confidence.

Explore Airbyte, your go-to data integration platform and ELT tool. Seamlessly integrate, transform, and load data with our powerful, user-friendly solution.

Accelerate development & testing with Tonic.ai. Generate realistic, production-like test data that preserves privacy & compliance in complex environments. Learn more!