Best Data & Analytics Tools for Mac (2026)
19 tools analyzed and scored across 12 dimensions by AI. Updated April 2026.
Our rankings are based on automated analysis — no sponsored placements, no paid reviews.
Teable is an AI-powered no-code database built on PostgreSQL that serves as an Airtable alternative capable of handling millions of rows at spreadshee
PostHog is an open-source, all-in-one developer platform for product analytics, session replay, feature flags, A/B experimentation, error tracking, su
Power Formulas is a Google Sheets add-on sold as a lifetime deal on AppSumo that adds AI, API, and SQL capabilities directly as spreadsheet functions.
ChartPixel is an AI-powered data visualization tool that automatically analyzes uploaded spreadsheets (CSV, Excel, or web data) and generates the most
Google AI Studio (aistudio.google.com) is a browser-based developer platform for prototyping, testing, and building applications with the Gemini API a
NotebookLM is Google's AI-powered research and learning assistant that lets users upload PDFs, Google Docs, Slides, websites, YouTube videos, and audi
Numerous.ai is a Google Sheets and Excel plugin that brings AI directly into spreadsheet cells via a custom =AI() function, letting you generate compl
GA4+BigQuery+GTM analytics. Plan 4 ($276). 20 projects
Apipheny is a Google Sheets add-on that lets users make GET, POST, PUT, DELETE, and PATCH API requests directly from a spreadsheet — importing or push
Scoop Analytics is an AI-powered business intelligence platform that performs autonomous, multi-hypothesis investigation of business data connected di