Priority Matrix: Impact vs Effort, RICE & ICE Prioritization

Plot tasks, features or ideas on an impact vs effort 2×2 (or value vs complexity, value vs risk) by dragging dots, with adjustable quadrant splits, then rank them with RICE or ICE scoring. Touch-friendly, export PNG or CSV, share a link. Free.

Built and maintained by Shehzad Munir ·

Priority Matrix
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The impact vs effort matrix

A prioritisation matrix for tasks, features and ideas. Add items and drag each dot to where it belongs on a 2×2 grid: how much impact or value it brings against how much effort, complexity or risk it takes. The quadrants (Quick wins, Major projects, Fill-ins, Thankless tasks) follow your threshold sliders, labels can be toggled, and arrow keys nudge the selected dot. For product and growth work, switch to RICE or ICE scoring to rank the same items numerically. A suggested order puts the best return first, and the board can be exported as an image or CSV or shared as a link.

The impact/effort matrix (also called an action priority matrix or value vs effort grid) places each item on two axes: how much good it does and how much it costs to do. Items in the top-left are Quick wins, high impact for little effort, and should usually come first. The top-right holds Major projects: worth it, but they need planning. Bottom-left Fill-ins are fine for spare time. Bottom-right Thankless tasks cost a lot for little return and are the first candidates to drop.

Features

  • 2×2 matrix with draggable dots: mouse, pen and touch
  • Three frameworks: impact vs effort, value vs complexity, value vs risk
  • Adjustable quadrant splits on both axes (zones and counts follow the sliders)
  • Quadrant guidance: quick wins, major projects, fill-ins, thankless tasks and equivalents
  • Selected-item panel with sliders, notes, colour and done toggle
  • Arrow-key nudging (Shift for bigger steps), Delete to remove, Esc to deselect
  • RICE scoring: reach × impact × confidence ÷ effort (person-months)
  • ICE scoring: impact × confidence × ease
  • Suggested order: best return first, or ranked by RICE / ICE
  • Show or hide labels, mark items done
  • Export PNG and CSV with every score, JSON backup and import
  • Share link that recreates the whole board
  • Autosaved, private and free

How to use Priority Matrix

  1. 1

    Add items

    Type a task, feature or idea and press Add. It appears near the middle of the matrix.

  2. 2

    Place each dot

    Drag it up for more impact (or value) and right for more effort (or complexity, risk). On touch screens, drag with your finger.

  3. 3

    Adjust the split

    Move the threshold sliders if your scale is skewed; the quadrants and counts update instantly.

  4. 4

    Fine-tune a selection

    Click a dot to edit its name, values, notes and colour, or nudge it with the arrow keys.

  5. 5

    Score with RICE or ICE

    Switch to RICE or ICE to rate reach, impact, confidence and effort (or ease) and rank items numerically.

  6. 6

    Act and share

    Work down the suggested order, tick items done, and export a PNG or CSV or copy a share link for your team.

Common use cases

  • Finding quick wins in a long to-do list
  • Product backlog and roadmap prioritisation with RICE
  • Growth and marketing experiment ranking with ICE
  • Sprint planning and workshop exercises
  • Choosing which improvements or bugs to tackle first
  • Personal goals: what gives the most return for the time
  • Sharing a prioritised board with stakeholders

Detailed guide

Three frameworks on the same grid

Switch the framework to change the axis names and quadrant advice:

FrameworkUp (better)Right (harder)Top-left quadrantBottom-right quadrant
Impact vs effortImpactEffortQuick winsThankless tasks
Value vs complexityValueComplexityLow-hanging fruitMoney pit
Value vs riskValueRiskSafe betsAvoid

RICE and ICE scoring

When a 2×2 is too coarse, score items numerically. RICE, popularised by Intercom, divides benefit by cost; ICE, common in growth teams, is a faster gut-check:

MethodFormulaInputs
RICEReach × Impact × Confidence ÷ EffortReach per period · Impact 3, 2, 1, 0.5, 0.25 · Confidence 100/80/50% · Effort in person-months
ICEImpact × Confidence × EaseEach rated 1–10; ease is the inverse of effort

Tips for honest placement

Score relative to the other items, not on an absolute scale: the point is ordering. Break Major projects into smaller pieces; often one piece is a quick win. If everything lands in one quadrant, move the threshold sliders to split your list more usefully. Revisit the board as you learn: confidence in RICE is the input that should change most as evidence comes in.

Related prioritisation tools

Sort by urgency instead, or compare a few options in depth with weighted criteria.

Eisenhower MatrixDecision MatrixDaily Planner

Frequently asked questions

What is an impact vs effort matrix?

A 2×2 grid that plots items by how much impact they have and how much effort they take, so you can spot quick wins (high impact, low effort) and avoid thankless tasks (low impact, high effort).

How do I use the priority matrix?

Add items, drag each dot up for more impact and right for more effort, then work down the suggested order, starting with Quick wins.

Does dragging work on phones and tablets?

Yes. Dots use pointer events, so mouse, pen and touch all work.

Can I change where the quadrants split?

Yes. The threshold sliders move the split on each axis, and the zone shading, labels and counts follow them.

What frameworks are supported?

Impact vs effort, value vs complexity and value vs risk on the 2×2, plus RICE and ICE scoring tables.

How is the RICE score calculated?

RICE = Reach × Impact × Confidence ÷ Effort. Impact uses 3 (massive), 2, 1, 0.5 or 0.25; confidence is a percentage; effort is in person-months.

How is the ICE score calculated?

ICE = Impact × Confidence × Ease, each rated from 1 to 10. Higher is better.

RICE or ICE: which should I use?

RICE when you can estimate reach and effort, such as product features. ICE when you need a quick, consistent gut-check, such as growth experiments.

Can I move a dot precisely?

Select it and use the arrow keys (0.5 per press, 1 with Shift), or use the sliders in the selected-item panel.

Can I export or share the matrix?

Yes. Export a PNG or a CSV with every score, back up as JSON, or copy a share link that recreates the board.

How is this different from the Eisenhower Matrix?

Eisenhower sorts by urgency and importance; the priority matrix sorts by impact and effort to maximise return on time.

Is it free?

Yes. No signup, and your board is saved privately in your browser.

What defines a Quick Win?

A task with high impact and low effort, the best use of your time, which is why the matrix highlights these to tackle first.

Why focus on Quick Wins first?

They deliver value fast and build momentum, freeing time and energy for the bigger, higher-effort projects.

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