---
title: "RICE Score Calculator: Prioritize Your Roadmap | ProductOS"
description: "RICE prioritization calculator. Score features by Reach, Impact, Confidence, and Effort, get a live-ranked roadmap, and export to CSV. Sign in to use the RICE Calculator."
url: https://productos.dev/tools/rice-calculator
---

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# RICE Score Calculator

Add your features or initiatives, score Reach, Impact, Confidence, and Effort, and get a live-ranked priority list. Export to CSV or markdown. Sign in to use the RICE Calculator.

Instant

### How RICE prioritization works

Reach

Customers affected per quarter

How many customers does this initiative reach in a given time period?

Impact

Value per customer (0.25 to 3)

How much does this initiative affect each customer? 0.25 = minimal, 1 = medium, 3 = massive.

Confidence

Your confidence level (%)

How confident are you in these estimates? 100% = high confidence, 50% = low.

Effort

Person-months of work

How long will this take? Enter the total team effort across all contributors.

Score = (Reach × Impact × Confidence) ÷ Effort

Sign in to use. Score your features, get a live-ranked priority list, and export to CSV or markdown from your ProductOS workspace.

### Sign in to use the RICE Calculator

Add your features, score Reach, Impact, Confidence, and Effort, and get a ranked roadmap. Your scores are saved in your ProductOS workspace.

[Sign in to use RICE Calculator](https://beta.productos.dev/sign-in?callbackUrl=%2Ftools%2Frice-calculator)

## Frequently asked questions

### How is the RICE score calculated?

Score = (Reach × Impact × Confidence) ÷ Effort. Reach is customers affected per period, Impact is value per customer (0.25 = minimal to 3 = massive), Confidence is 0-100%, and Effort is person-months.

### When should I use RICE vs ICE?

RICE splits ICE's Impact into Reach and Impact for more granularity, better for larger teams comparing many initiatives. ICE (Impact × Confidence × Ease) is faster for quick triage.

### Is my data saved anywhere?

Your rows are saved locally in your browser so they survive a page refresh. You can export to CSV or markdown anytime. The calculator is a ProductOS tool, sign in to use it.

## More PM tools

[Asset Generator Create correctly sized product and app-store assets from one source.](https://productos.dev/tools/asset-generator) [AI PRD Generator Turn a feature idea into a complete 8-section PRD in seconds.](https://productos.dev/tools/prd-generator) [User Story Generator Break any feature into INVEST-ready stories with acceptance criteria.](https://productos.dev/tools/user-story-generator)

## Don't stop at the document. Ship the product.

ProductOS takes what you just created and carries it through research, PRD, designs, and working code. One pipeline, one context.

[Sign in to use RICE Score Calculator](https://beta.productos.dev/sign-in?callbackUrl=%2Ftools%2Frice-calculator) [See how it works](https://productos.dev/#features)