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Identity Risk Calculator

Score identity risk across MFA gaps, privileged density, stale and shared accounts, breached credentials and service accounts.

About Identity Risk Calculator

Each factor is expressed as a rate so organisations of different sizes are comparable, then weighted by how directly it leads to account takeover. Breached credentials carry the heaviest weight because they need no attacker skill at all, and shared accounts follow because nothing about them can be attributed to a person. Ranking drivers matters more than the composite score: it tells you whether the next sprint should go to MFA enrolment, secret rotation or dismantling shared accounts.

Formulas

Identity Risk

risk = 0.45 × MFA gap + 2.2 × privileged density + 1.6 × stale rate + 2.5 × shared account rate + 3 × breached credential rate + 1.8 × unrotated service account rate.

MFA gap
100% minus MFA coverage
privileged density
Privileged identities ÷ all identities
breached credential rate
Credentials appearing in breach corpora ÷ all identities

Immediate remediation queue

identities needing immediate attention = identities without MFA + credentials found in breach data.

breach data
Public and commercial credential dumps, checked continuously rather than once

Worked example

With the default values below, Identity Risk Calculator returns Identity Risk Score of 22. Change any input above and every figure here is recalculated in your browser.

Inputs used

Identities in scopeaccepts 1–5,000,000 identities
12,000 identities
Privileged identitiesaccepts 0–1,000,000 identities
240 identities
Identities with MFA enforcedaccepts 0–100 %
82 %
Accounts unused for 90 daysaccepts 0–1,000,000 accounts
380 accounts
Shared or generic accountsaccepts 0–100,000 accounts
45 accounts
Credentials found in breach dataaccepts 0–1,000,000 credentials
120 credentials
Service accounts with unrotated secretsaccepts 0–1,000,000 accounts
60 accounts

Results

Identity Risk Score
22 / 100
Severity
Low
Largest Risk Driver
MFA coverage gap
MFA Gap
18.0%
Privileged Identity Density
2.00%
Identities Needing Immediate Attention
2,280

Step by step

  1. 1Values used
  2. 2Identity Risk
  3. 3Immediate remediation queue
  4. 4Identity Risk Score= 22 / 100
  5. 5Severity= Low
  6. 6Largest Risk Driver= MFA coverage gap
  7. 7MFA Gap= 18.0
  8. 8Privileged Identity Density= 2.00
  9. 9Identities Needing Immediate Attention= 2,280

Assumptions and limits

  • The result is derived only from the 7 inputs listed above. Anything not among them is not part of the calculation.
  • In particular, this calculator does not take inflation, tax, fees or charges or compounding frequency into account.
  • Figures are rounded for display to 2 decimal places, so totals built from several rounded parts can differ slightly from the unrounded arithmetic.

How these calculators are built and tested is described on the Methodology page. If a figure looks wrong, please report it.

Frequently Asked Questions

How is Identity Risk calculated?

risk = 0.45 × MFA gap + 2.2 × privileged density + 1.6 × stale rate + 2.5 × shared account rate + 3 × breached credential rate + 1.8 × unrotated service account rate. Each factor is expressed as a rate so organisations of different sizes are comparable, then weighted by how directly it leads to account takeover. Breached credentials carry the heaviest weight because they need no attacker skill at all, and shared accounts follow because nothing about them can be attributed to a person.

Why does Identity Risk matter?

Ranking drivers matters more than the composite score: it tells you whether the next sprint should go to MFA enrolment, secret rotation or dismantling shared accounts.

What values do I need to enter?

This calculator takes 7 inputs: Identities in scope, Privileged identities, Identities with MFA enforced, Accounts unused for 90 days, Shared or generic accounts, Credentials found in breach data, Service accounts with unrotated secrets. The pre-filled defaults are a realistic starting point — replace them with figures from your own environment for a result you can act on.

Why weight breached credentials so heavily?

Because credential stuffing needs no exploit and no skill — the attacker already has a working username and password and only has to find where it was reused. This is also why MFA coverage is the paired control: it is the difference between a breached credential being an incident and being a login failure.

What counts as a privileged identity?

Anything that can change security state: cloud administrators, domain and enterprise admins, database owners, CI/CD pipeline identities, and any account holding a privilege-escalation permission. Judging privilege by job title rather than by effective permissions is what makes the density figure look artificially low.

Identity Risk Calculator | Calcrivo