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NIST Risk Calculator
A simple NIST-style risk calculator for reducing ambiguity and level noise in risk discussions by making likelihood and impact explicit and easy to share.
Nicholas Molina
January 2, 2026
When we describe a risk as high or low, it sounds calibrated, precise even. But what actually separates low from high? Or high from very high? We think we’re communicating risk, but we’re communicating words, and the same terms point to different thresholds and mental models.
In Noise by Daniel Kahneman, this problem is described as level noise: different people apply different internal rating scales. It’s why one person’s five-star rating means exceptional while another’s means acceptable. In risk and security work, level noise is pervasive. Two practitioners—let alone stakeholders—can evaluate the same scenario and arrive at a supposed consensus without realizing they’re using different methods and definitions for measuring risk.
To narrow the gap and make the NIST SP 800-30 R1 risk framework easier to use day to day, I built a NIST-style risk calculator. Its purpose is to reduce noise and make risk conversations more concrete, repeatable, and easy to share.
Why this exists
NIST SP 800-30 provides a solid framework for thinking about risk. At its core, it’s simple: risk = likelihood × impact.
The problem is accessibility and ease of use. The parts you actually need in practice are buried 80-plus pages deep in the appendices. If you want to sanity check a risk or ground your reasoning, you have to dig up the document and flip between various pages, tables, and definitions to regain your footing.
This tool pulls that framing forward into something you can look at quickly and share as a simple link. It forces explicit choices around likelihood and impact, grounded in NIST’s own descriptions, which narrows the range of interpretation. The goal isn’t to eliminate judgment or create fake precision. It’s to reduce avoidable noise, so disagreements are about assumptions, not definitions.
How I use it
I use the tool as a quick reference aid:
- Sanity check assumptions and establish a shared baseline before deeper analysis
- Align stakeholders on a common language
- Test whether a risk labeled high is genuinely high or simply uncomfortable
It is intentionally lightweight. The value is the shared framing and nudge towards slower, more explicit thinking.
What it does not do
The calculator does not replace a full risk assessment or a mature risk register. It has no concept of organizational context. It does not model asset value, threat capability, control effectiveness, or control maturity. It makes no claim to authority.
It is a starting point.
If you need a quick, consistent way to ground a risk discussion, this should help. If you need defensible artifacts for audit, compliance, or reporting, treat this as a first pass and build from there.