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RICE Calculator
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RICE Calculator
Prioritise product features with data-driven RICE scores
# Project Management
Featured on : Nov 3. 2025
Featured on : Nov 3. 2025
What is RICE Calculator?
Calculate RICE scores to prioritise product features. Use reach, impact, confidence, and effort for clear, data-driven product management decisions
Problem
Users manually calculate RICE scores using spreadsheets or basic tools, leading to time-consuming calculations, inconsistency, and difficulty comparing priorities across teams.
Solution
A web-based RICE scoring tool that automates calculations, standardizes prioritization, and visualizes results. Users input reach, impact, confidence, and effort metrics to generate data-driven feature rankings, e.g., scoring a "new user onboarding flow" vs. "dark mode".
Customers
Product managers, startup founders, and agile teams in tech companies (e.g., SaaS, fintech) needing objective prioritization for roadmaps.
Unique Features
Tailored for RICE methodology with pre-built formulas, collaboration features, and exportable reports to streamline stakeholder alignment.
User Comments
Saves hours vs. manual spreadsheets
Makes prioritization debates data-backed
Simplifies onboarding for new PMs
Lacks Jira/GitHub integration
Visual charts improve stakeholder buy-in
Traction
Launched Jan 2024, 1,200+ ProductHunt upvotes
Used by 8,500+ teams (as per site)
Free tier + $15/month paid plan
Market Size
The $7.8 billion product management software market (Grand View Research, 2023), with 25% CAGR growth driven by remote teams needing collaboration tools.