Guides ยท Career

Feature Priority Matrices

Rank features objectively

Feature priority matrices (RICE, ICE, value/effort) give a shared rubric to score ideas on reach, impact, confidence, and effort, helping teams focus on the most valuable work first.

Pick a Model

Choose RICE, ICE, or value/effort depending on data availability and team culture.

Score Consistently

Define scales, capture assumptions, and calibrate with examples to reduce bias.

Review Often

Re-score after new data or constraints; align scores with quarterly goals.

Related Terms