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Reference table

RICE confidence levels and the evidence behind each

Table of RICE confidence levels: 100% high, 80% medium, 50% low and below 50% a moonshot, with the kind of evidence each level needs.
Confidence is the factor that punishes guesses. If you can't name the evidence, it isn't 80%. Source: Sean McBride, Intercom, 2016

The confidence scale from the RICE prioritization framework, with the evidence each level needs. 100% means quantitative data, recent user research or a tested prototype, 80% means some research with open assumptions, and 50% means intuition. Ideas below 50% are moonshots to park until you can validate them. Use it in a scoring session to stop confidence creeping up without proof, and run customer interviews in Koji when you need that proof.

Where this appears

What's in this reference table

ConfidenceLevelWhat backs it
100%High confidenceQuantitative data, recent user research or a tested prototype
80%Medium confidenceSome research, but key assumptions remain
50%Low confidenceMostly intuition or anecdotal evidence
Below 50%MoonshotCapture it, but hold it back until you can validate it

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Free to use in your docs, decks and posts under CC BY 4.0, as long as you credit Koji with a link to this page. To embed it, paste this into your page:

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<a href="https://www.koji.so/visuals/rice-confidence-levels-evidence"><img src="https://www.koji.so/visuals/rice-confidence-levels-evidence/rice-confidence-levels-evidence.png" alt="Table of RICE confidence levels: 100% high, 80% medium, 50% low and below 50% a moonshot, with the kind of evidence each level needs." width="1200" height="719" /></a>
<p>Source: <a href="https://www.koji.so/visuals/rice-confidence-levels-evidence">RICE confidence levels and the evidence behind each</a>, Koji</p>