Grain logomark
Honest comparison · Updated April 2026

Grain vs Rybbit

Rybbit is for teams who want lightweight, privacy-first, self-hostable analytics. Grain is for teams who want an AI analyst that investigates revenue leaks across web and mobile.

The 30-second honest answer
Pick Rybbit if you want

A lightweight, open-source, self-hostable analytics tool with strong privacy defaults. You're comfortable in dashboards and write your own SQL.

Pick Grain if you want

An AI analyst that proactively surfaces what's broken in your funnels, generates investigation reports without a data team, and covers heatmaps, session replay, and mobile alongside web.

They overlap on: Cookieless tracking, EU privacy compliance, modern UI, no-credit-card trial.

Feature matrix

What each tool ships today. No roadmap wishes.

Capability
Rybbit
Grain
Open source
Self-hosted on enterprise
Self-hostable
Enterprise only
Cloud SaaS
Cookieless tracking
Recall
GDPR out of the box
AI analyst built-in
Kai (3 tiers)
Deep Investigation
Six-phase audit
Heatmaps
Session Replay
Mobile SDK
iOS + Android
Funnels / journeys
Basic
Tracks + attribution + p-values
Custom dashboards
WordPress / WooCommerce
Community
Native, server-side
BYOK AI
n/a
OpenAI, Gemini
Pricing
Free OSS / cloud paid
$29 → $299 · LTD via AppSumo

When Rybbit is the better choice

  • Open source matters more than features.
  • You're a privacy purist. Grain ships session replay, which some teams don't want.
  • You want a single-binary self-hosted deploy.
  • You don't want AI in your analytics.
  • You're a side project with no revenue to optimize.

When Grain is the better choice

  • You don't have a data team.
  • You need to find revenue leaks, not just measure traffic.
  • You want web + mobile + heatmaps + session replay in one tool.
  • You're on WordPress or WooCommerce.
  • You want an AI assistant that can also be private (BYOK).

Run both, no commitment

Already on Rybbit? Run both for 30 days — the scripts coexist. Compare what each one shows you. Trying both? Email eray@grainql.com for a 90-day Growth-tier trial. Email eray@grainql.com for a 90-day Growth-tier trial.

FAQ

Is Grain open source?

No, not in the next 12 months. Self-hosting is available on enterprise tier.

Does Grain track users across sites?

No. No cross-site tracking, no fingerprinting, no third-party cookies.

Can I export my data?

Yes. CSV from every view, plus the Grain Connector (in development).