Security Education6 min readJune 5, 2025

What Is Password Entropy?

Password entropy explained in plain English. Discover how bits of entropy measure password strength, why it matters, and how to calculate yours.

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You've probably seen a "password strength meter" turn green and feel satisfied — but do you actually know what's being measured? The answer is entropy, and understanding it will completely change how you think about password security.

Entropy: The Measure of Randomness

In information theory, entropy measures uncertainty or unpredictability. For passwords, entropy quantifies how many guesses an attacker would need to crack your password through brute force.

It's measured in bits. Each additional bit of entropy doubles the number of possible passwords. So 80 bits is not twice as strong as 40 bits — it's 2^40 (over a trillion) times stronger.

The Entropy Formula Explained

H = L × log₂(N)
  • H = entropy in bits
  • L = length of the password (number of characters)
  • N = size of the character set used

Example Calculations

Lowercase only, 8 chars~38 bits (N=26)
Letters + numbers, 8 chars~48 bits (N=62)
All types, 12 chars~79 bits (N=94)
All types, 16 chars~105 bits (N=94)
All types, 24 chars~157 bits (N=94)

Why Does It Matter in Practice?

Modern GPU clusters can attempt hundreds of billions of password hashes per second for weak hashing algorithms (like MD5). For strong modern algorithms (bcrypt, Argon2), attacks slow dramatically — but attackers compensate with dictionary attacks and rule-based mangling.

A password with 80+ bits of pure random entropy cannot be cracked by any currently known attack, regardless of hashing algorithm. A password of 40 bits can be cracked in hours.

Why "Complex" Passwords Aren't Always Strong

Here's the crucial insight: a password like P@ssw0rd! is complex — it has uppercase, lowercase, numbers, and symbols. But its entropy is near zero because it's a predictable mangling of a common word.

Attackers don't just try random characters. They use rule-based attacks that apply transformations like: replace 'a' with '@', add '123' at the end, capitalize the first letter. These rules instantly crack most "complex" passwords that humans create manually.

True entropy comes from true randomness, not from deliberate complexity.

Entropy vs. Crack Time

Assuming 1 trillion guesses per second (aggressive offline attack with a modern GPU):

40 bits~33 minutes
50 bits~13 days
60 bits~36 years
70 bits~37,000 years
80 bits~38 million years
100 bitsLonger than the universe's age

How to Check Your Password's Entropy

Our password generator shows entropy in real time. When you generate a password, you'll see the exact bits of entropy calculated using the formula above. Aim for at least 80 bits for everyday accounts and 100+ bits for critical accounts like your email or password manager master password.

Takeaway

Entropy is the only objective measure of password strength. Ignore visual complexity (capital letters, symbols) and focus on what actually matters: length + true randomness + large character pool. A randomly generated 16-character password with all character types is infinitely harder to crack than a 20-character passphrase you came up with yourself.

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