stackswitch

Best Analytics Software (2026)

Analytics platforms track user behaviour, funnel performance, and product engagement. The choice between tools often comes down to data volume, event granularity, and how technical your team is.

12 tools compared ✓ 9 with free plans Top rated: June (4.7/5)

What to look for in analytics software

  • Pricing model — per user, flat rate, or usage-based can significantly affect total cost at scale
  • Free plan availability — useful for testing before committing to a paid tier
  • G2 and Capterra ratings — a reliable proxy for real-world user satisfaction
  • Integration ecosystem — does it connect with the tools you already use?
  • Switching cost — review what data you can export before committing long term

Amplitude

Digital analytics platform for product teams

Free · Paid from $49 ★ 4.5

Google Analytics 4

Free web and app analytics by Google

Free ★ 4.5

Heap

Auto-capture analytics — no tagging required

Free ★ 4.4

Hotjar

Heatmaps, session recordings, and feedback tools

Free · Paid from $32 ★ 4.3

June

Product analytics for B2B SaaS teams using Segment data

Free · Paid from $149 ★ 4.7

Looker

Business intelligence platform by Google Cloud

Free ★ 4.4

Mixpanel

Product analytics platform

Free · Paid from $28 ★ 4.6

Pendo

Product experience platform with analytics and in-app guides

Free ★ 4.4

PostHog

All-in-one product analytics, open source

Free ★ 4.4

Microsoft Power BI

Business analytics tool by Microsoft

Free · Paid from $10 ★ 4.5

Salesforce

The world's #1 CRM platform

$25 ★ 4.3

Tableau

Business intelligence and data visualisation platform

$15 ★ 4.4