Data analysis
Talk to your data
Natural-language SQL, notebook copilots, and AI-native analytics platforms.
-
#01
Clay
· Clay Recommended FeaturedGTM data orchestration with AI agents. Pull from 100+ sources, enrich, score, and trigger workflows — replaces a stack of separate tools for outbound research and personalization.
AIMenta — The most powerful GTM data tool we've evaluated. The credit model needs careful management — easy to overspend.
Paid · Starter US$149/mo · API · Since 2017 -
#02
Hex
· Hex Recommended FeaturedNotebook-style data workspace with strong AI assistance — Magic for natural-language SQL, agents for analysis, and built-in BI dashboards.
AIMenta — Our default for analyst workflows. Magic AI for SQL is genuinely productivity-changing for data teams.
Freemium · Free; Team US$24/user/mo · Free tier · Since 2019 -
#03
Databricks Mosaic AI
· Databricks RecommendedDatabricks' AI platform — Foundation Model APIs, AI Functions in SQL, AI Agent Framework, Vector Search, and end-to-end MLOps. The Lakehouse-native AI stack.
AIMenta — For Databricks customers, the integrated Mosaic AI stack is usually the right answer rather than mixing external tools.
Usage-based · Bundled with Databricks workspace · API · Since 2024 -
#04
Snowflake Cortex
· Snowflake RecommendedSnowflake's AI suite — LLM functions over your warehouse data, Cortex Search, Cortex Analyst (NL-to-SQL), and Document AI. Data stays inside Snowflake.
AIMenta — For Snowflake customers, Cortex is usually the right answer for AI on warehouse data. Avoids exporting to external LLM APIs.
Usage-based · Bundled with Snowflake credits · API · Since 2024 -
#05
Julius
· Julius AI Decent fitChat-with-your-data tool — upload spreadsheets, get charts, summaries, statistical analysis. Useful for analysts who want a conversational interface to ad-hoc data.
AIMenta — Useful for ad-hoc analysis. ChatGPT and Claude with Code Interpreter are increasingly competitive for the same job.
Freemium · Free; Standard US$20/mo · Free tier · Since 2022