RICE Scoring Calculator

Prioritize features · sortable scorecard · CSV import/export · auto-save

4000.0
2000.0
750.0

RICE Scores

Self-serve onboarding flow4000.0
Dark mode support2000.0
AI-powered search750.0

About this tool

What is the RICE framework?
RICE stands for Reach, Impact, Confidence, and Effort. Score each potential feature on these four dimensions and calculate a priority score: (Reach × Impact × Confidence) ÷ Effort. Higher scores get prioritized first.
What units does each dimension use?
Reach: users per time period. Impact: 3 (massive), 2 (high), 1 (medium), 0.5 (low), 0.25 (minimal). Confidence: percentage (100% = fully confident). Effort: person-months.
Can I compare multiple features in one session?
Yes. Add up to 20 items, score each, and the calculator ranks them by RICE score in real time.
Can I export the prioritized list?
Yes. Export as CSV to paste into a Jira backlog, Notion table, or product roadmap doc.
About

RICE prioritizes ideas by (Reach × Impact × Confidence) / Effort. Higher score wins. Originally from Intercom.

Reach: users/qtr affected. Impact: 0.25–3. Confidence: 50–100%. Effort: person-months.

State auto-saves to localStorage. Import/export CSV to share with stakeholders.

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