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Analytics392 tools

Ranked by who uses them among those still maintained. Each was re-read within the week.

Best AI analytics tools in 2026

How they are ranked: by real use (estimated monthly visits; installs and stars where visits are not read), among tools still maintained. Price and free plan come from each tool's own pricing page, activity from its releases and site. Nothing here is paid for.

Updated 2026-10-17

#ToolWhat it doesPriceFree planActivityUse
1WolframProvides computational tools for technical computing, data analysis, and symbolic mathematics.From $995/yrActive≈ 9.7M visits/mo
2XweatherDelivers weather forecasts, lightning strike data and road condition surveys through APIs and platforms for energy, trading, insurance and road maintenance.From $0.00 per useYesActive≈ 2.5M visits/mo
3Okera CopilotServerless data and AI platform for building analytics, applications, and agents on unified data.Free planYesActive≈ 669k visits/mo
4Dovetail AICentralizes customer feedback from multiple sources and uses AI to surface trends, themes, and insights across sales calls, support tickets, and research data.Free planYesActive≈ 447k visits/mo
5OEC BotMarketExplores global trade data across countries, products, and regions with visualizations and forecasting tools.From $299/moYesActive≈ 444k visits/mo
6AmplitudeTracks user behavior and product interactions, then uses AI to identify optimization opportunities and automate insights.Free planYesActive≈ 374k visits/mo
7ThoughtSpotBuilds analytics agents and dashboards that answer business questions from company data using natural language.From $25/user/moActive≈ 231k visits/mo
8BruinQueries live data sources and generates answers, dashboards, and automated fixes across your data stack.Free planYesActive≈ 198k visits/mo
9JuliusAnalyzes spreadsheets and generates reports, websites, slides, and images from natural language queries.From $20/moYesMaintained≈ 197k visits/mo
10Dbt labsTransforms raw data into tested, version-controlled SQL models for analytics and AI pipelines.From $100/user/moYesActive≈ 74.7k visits/mo

All 392 tools, with filters ↓

Describe what you need

beta

A sentence or two about the job. We read it into the catalogue's own words, then ask about every tool that fits them.

Ranked by use

Price

Figure and bar: visits/mo, estimate · year: online since

307The rest of this shelf, by name

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.