# AI tools for data analysts

Chat-with-your-data analysts and the BI layer underneath, for people whose job is turning a table into a decision.

## Stats

- 56 tools listed
- 40 free or freemium
- 13 with no paid plan at all
- 3 sub-categories covered

## FAQ

### What are the best free AI tools for data analysts?

Flocci AI Tools lists 56 of them, ordered free tiers first: AFFiNE, Blinko, Karakeep, marimo and Metabase. 40 of the 56 are free or have a free tier. Each entry states what it uniquely does rather than a score.

### Which of these are completely free?

13 on this page are marked fully free with no paid plan at all: AFFiNE, Blinko, Karakeep, marimo and Metabase. The remaining 43 are freemium, trial or paid, and each is labelled with its exact tier so nothing surprises you at sign-up.

### How were these AI tools for data analysts chosen?

They are every catalog entry in 3 sub-categories that map to what data analysts actually do: interrogate a dataset, build a dashboard, write the SQL, explain the result. There is no sponsorship and no paid placement anywhere in the ordering.

## Quick picks

### Which Best AI Tools for Data analysts work in a browser with no install?

AFFiNE, Blinko, Karakeep, marimo and Metabase all work in a browser tab with no install needed — just open the site and go. 29 of the 40 free Best AI Tools for Data analysts listed here are browser-based.

### Which Best AI Tools for Data analysts let you sign in with Google?

AFFiNE, AppFlowy, Coda AI, Craft and Mem support Google sign-in, so you can start without creating a new account. That's 11 of the 40 free Best AI Tools for Data analysts on this page.

### Which Best AI Tools for Data analysts have a mobile app?

AFFiNE, Google AI Edge Eloquent, Logseq, SiYuan and AppFlowy have an iOS or Android app. 17 of the 40 free Best AI Tools for Data analysts here can run on your phone.

### Which Best AI Tools for Data analysts can you self-host or run offline?

DB-GPT, Jupyter AI, Khoj, Logseq and PandasAI can be self-hosted or run locally without a browser — useful for privacy, air-gapped networks, or avoiding API rate limits. 10 of the 40 free Best AI Tools for Data analysts here run offline.

## Tools

- [AFFiNE](https://aitools.flocci.in/tool/affine) — Free — Open-source workspace that merges docs, whiteboards and databases
- [Blinko](https://aitools.flocci.in/tool/blinko) — Free — Self-hosted personal note tool with AI retrieval over your notes (RAG)
- [Karakeep](https://aitools.flocci.in/tool/karakeep) — Free — Self-hosted bookmark and notes app that auto-tags saved links with AI
- [marimo](https://aitools.flocci.in/tool/marimo) — Free — Reactive Python notebook stored as plain .py files, git-friendly
- [Metabase](https://aitools.flocci.in/tool/metabase) — Free — Self-hostable open-source BI with dashboards and questions
- [DB-GPT](https://aitools.flocci.in/tool/db-gpt) — Free — Asks questions over databases, CSV and Excel files in natural language
- [Google AI Edge Eloquent](https://aitools.flocci.in/tool/google-ai-edge-eloquent) — Free — On-device Gemma ASR transcribes speech offline and strips filler words
- [Jupyter AI](https://aitools.flocci.in/tool/jupyter-ai) — Free — Connects AI agents (Claude, Gemini and others) to JupyterLab via Agent Client Protocol
- [Khoj](https://aitools.flocci.in/tool/khoj) — Free — Self-hostable second brain that answers from your notes and the web
- [Logseq](https://aitools.flocci.in/tool/logseq) — Free — Privacy-first outliner and knowledge graph stored as local Markdown
- [PandasAI](https://aitools.flocci.in/tool/pandasai) — Free — Open-source Python library: ask natural-language questions over dataframes/CSVs/warehouses
- [SiYuan](https://aitools.flocci.in/tool/siyuan) — Free — Privacy-first, self-hostable knowledge workspace with block-level references
- [SurfSense](https://aitools.flocci.in/tool/surfsense) — Free — Open-source NotebookLM-style research assistant over your own sources
- [AppFlowy](https://aitools.flocci.in/tool/appflowy) — Freemium — Open-source AI workspace for docs, wikis and project boards
- [AudioPen](https://aitools.flocci.in/tool/audiopen) — Freemium — Rewrites rambling voice memos into clear structured text
- [Capacities](https://aitools.flocci.in/tool/capacities) — Freemium — Object-based (not page-based) note model with typed content
- [ChatGPT Data Analysis](https://aitools.flocci.in/tool/chatgpt-data-analysis) — Freemium — Upload data and analyze with Python
- [Coda AI](https://aitools.flocci.in/tool/coda-ai) — Freemium — Docs that combine text, tables and apps
- [Craft](https://aitools.flocci.in/tool/craft) — Freemium — Beautiful native-feel docs with whiteboards, tasks, calendar in one app
- [Databricks Genie](https://aitools.flocci.in/tool/databricks-genie) — Freemium — Natural-language conversational analytics over Databricks Lakehouse (Genie Spaces)
- [Deepnote](https://aitools.flocci.in/tool/deepnote) — Freemium — Collaborative Jupyter-style notebook with built-in AI code gen/explain/edit
- [Dropbox Dash](https://aitools.flocci.in/tool/dropbox-dash) — Freemium — AI-powered universal search across 20+ connected apps (Notion, Gmail, Slack, Drive)
- [Formula Bot](https://aitools.flocci.in/tool/formula-bot) — Freemium — Now continues as Better Analyst (formulabot.com redirects there)
- [Google Colab AI](https://aitools.flocci.in/tool/google-colab-ai) — Freemium — Data Science Agent builds a full analysis notebook from a prompt
- [Hex](https://aitools.flocci.in/tool/hex) — Freemium — Collaborative data notebooks with AI
- [Julius AI](https://aitools.flocci.in/tool/julius-ai) — Freemium — Ask questions of your CSV/Excel in plain English
- [Mem](https://aitools.flocci.in/tool/mem) — Freemium — Self-organizing, AI-first notes
- [Notion AI](https://aitools.flocci.in/tool/notion-ai) — Freemium — AI across docs, wikis, databases and projects
- [Powerdrill](https://aitools.flocci.in/tool/powerdrill) — Freemium — Agent workspace that auto-generates charts/reports from spreadsheets, PDFs, docs
- [Quadratic](https://aitools.flocci.in/tool/quadratic) — Freemium — Single grid runs Python, SQL, JavaScript and formulas together
- [Rows](https://aitools.flocci.in/tool/rows) — Freemium — Spreadsheet with a built-in AI analyst
- [Saner.AI](https://aitools.flocci.in/tool/saner-ai) — Freemium — AI notes, tasks and calendar in one place designed for ADHD-friendly workflows
- [Sigma Computing](https://aitools.flocci.in/tool/sigma-computing) — Freemium — Spreadsheet-native BI that writes back directly to cloud warehouses (Snowflake, BigQuery, Databricks)
- [Sourcetable](https://aitools.flocci.in/tool/sourcetable) — Freemium — Combines spreadsheet UI with chat, Python toolkit and SQL editor
- [Tana](https://aitools.flocci.in/tool/tana) — Freemium — Supertags turn notes into structured, queryable objects
- [Voicenotes](https://aitools.flocci.in/tool/voicenotes) — Freemium — Real-time AI notes and live transcription from voice memos
- [Zoho Analytics](https://aitools.flocci.in/tool/zoho-analytics) — Freemium — Free plan: 2 users, 10K rows, 5 workspaces, unlimited reports and dashboards
- [Anytype](https://aitools.flocci.in/tool/anytype) — Freemium — Local-first, end-to-end encrypted workspace built around typed objects
- [Obsidian](https://aitools.flocci.in/tool/obsidian) — Freemium — Local-first markdown knowledge base
- [WPS Office AI](https://aitools.flocci.in/tool/wps-office-ai) — Freemium — Free office suite from Kingsoft with an AI assistant for writing, summaries and slides
- [Domo](https://aitools.flocci.in/tool/domo) — Trial — Domo.AI layer adds AI apps/agents on top of its unified data cloud
- [Fabi.ai](https://aitools.flocci.in/tool/fabi-ai) — Trial — "Smartbooks" mix SQL, Python and no-code in one AI notebook
- [Omni](https://aitools.flocci.in/tool/omni) — Trial — Combines BI dashboards, live spreadsheets, and SQL editing in one tool
- [Qlik Cloud Analytics](https://aitools.flocci.in/tool/qlik-cloud-analytics) — Trial — Qlik Answers gives GenAI answers grounded in unstructured content
- [Reflect](https://aitools.flocci.in/tool/reflect) — Trial — GPT-4 and Whisper built into a backlinked notes app
- [Snowflake Cortex Analyst](https://aitools.flocci.in/tool/snowflake-cortex-analyst) — Trial — Translates natural language into governed SQL over Snowflake tables
- [ThoughtSpot](https://aitools.flocci.in/tool/thoughtspot) — Trial — Search- and agent-driven analytics (Spotter)
- [Numerous.ai](https://aitools.flocci.in/tool/numerous-ai) — Trial — ChatGPT-powered custom functions inside Google Sheets/Excel
- [Equals](https://aitools.flocci.in/tool/equals) — Paid — Spreadsheet UI wired directly to live CRM/billing/warehouse data
- [Gemini in Looker](https://aitools.flocci.in/tool/gemini-in-looker) — Paid — Conversational Analytics chat over Looker's semantic model
- ... and 6 more — see the full list on the page.
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Source: Flocci AI Tools — https://aitools.flocci.in/best/ai-tools-for-data-analysts

Facts last verified: October 2026