Free Tool

RICE Score Calculator

Free RICE prioritization calculator for deciding which RevOps, Salesforce, or revenue systems requests deserve implementation first.

Calculate Your Features

Define features and prioritize based on impact and effort

Feature Name
Reach
Impact
Confidence
Effort
RICE Score

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Add your first feature below to start calculating RICE scores and prioritizing your roadmap.

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    What is the RICE Scoring Model?

    RICE is a quantitative prioritization framework developed by Intercom to help product teams objectively prioritize features. It eliminates guesswork by scoring initiatives against four key factors: Reach, Impact, Confidence, and Effort.

    • (Reach × Impact × Confidence) ÷ Effort = RICE Score

      Higher scores indicate higher priority. This value-to-effort ratio ensures you prioritize high-impact, low-effort wins first ("low hanging fruit") while objectively evaluating complex projects.

    • Reach

      How many people will be affected? Measure in users/customers per specific time period. Be specific with your timeframe (e.g., 1000 users per quarter).

      Impact

      How much value does this add per person? Use this standard scale:

      • 3x = Massive impact
      • 2x = High impact
      • 1x = Medium impact
      • 0.5x = Low impact
      • 0.25x = Minimal impact

      Confidence

      How sure are you about these estimates? Use a percentage to curb overflow enthusiasm. 100% = High confidence (data-backed), 80% = Medium, 50% = Low (gut feel).

      Effort

      What is the total time cost? Estimate in "person-months" (or weeks/points). Ensure you include time for product, design, engineering, and QA.

      • Standardize your Reach Always use the same timeframe (e.g., per month vs per quarter) for all features to keep scores comparable.
      • Don't ignore Confidence If you have data (analytics), use 100%. If it's a gut feel, use 50% to downgrade uncertain ideas. This prevents "exciting but unproven" ideas from taking over.
      • Include all Effort Don't just estimate coding time. Include meetings, design, testing, and deployment.
    Turn Revenue Systems Asks Into Jira

    From Messy RevOps Intake to Jira-Ready Backlogs

    You've captured the business ask. Ragent interrogates the missing rules and turns the request into complete Jira work for Salesforce, CPQ, attribution, and integration teams.

    Ask
    Clarifying Questions
    Find
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    Push
    To Jira
    Generate My Jira Backlog
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    Feature Prioritization Tools for Jira Backlogs | Ragent

    Use RICE, WSJF, MoSCoW, and Kano tools to prioritize Jira backlog work, including RevOps and revenue systems requests.