Estimate body fat % from tape measurements
US Navy formula using neck, waist (and hip for women) plus height. No skin calipers needed — a soft measuring tape is enough. Runs entirely in your browser.
How to estimate body fat
The US Navy formula uses circumference measurements at the neck, waist (and hip for women) plus height to estimate body density, then converts via Siri's equation.
- 01
Pick sex & units
Female form adds hip; units convert internally to cm/kg.
Inputs are treated as UTF-8 throughout the pipeline and validated client-side as you type — nothing dispatches until the value is well-formed.
forminpututf-8client-sidevalidatedsex · textmale · setmale · metric
loaded · parsedclient-side - 02
Measure neck
Just below the larynx, looking straight ahead.
Each toggle re-computes through a memoised hook, so flipping options never resets your input and the UI stays snappy on large inputs.
neckoptionslivememoisedtogglesneck · memoisedcm · live38 cm
options set · memoisedlive - 03
Measure waist
At the navel (men) or narrowest point (women).
Randomness — where used — comes from
crypto.getRandomValues, neverMath.random. Heavy work sits inuseMemo.waistcomputeinstantlocaldeterministicwaist · instantcm · computed85 cm
computed · instantinstant - 04
Read result
Percentage and category appear color-coded.
Copy writes through
navigator.clipboardand downloads use aBlob— zero network traffic. Same input plus same options always yield the same bytes.bfcopydownloadzero-networkreproducibleok · copiedfit · copied16% — Fitness
ready · ready to shipsuccess
Pro tips for everyday utilities
Reach for crypto.getRandomValues
Cryptographically random for IDs, tokens, salts. Math.random is for animation and games, not security.
Mock data with seeds
Faker-style libraries can be seeded so tests are reproducible. Embed the seed in the fixture file.
Reference cards beat memory
Cheatsheets for Vim, Git, Docker, Linux signals are faster than man pages when you’re mid-flow.
Browser APIs vary
Touch events, gamepads, and clipboard differ across vendors. Feature-detect before use.
Persist in the right place
localStorage for user preferences, sessionStorage for transient state, IndexedDB for structured data.
When body fat % is useful
Cuts, bulks, recomp, healthy aging.
Cutting phase
Track shrinking waist while preserving muscle. Random values come from crypto.getRandomValues — cryptographically secure for tokens, salts, and session IDs. Math.random is deterministic enough for animations but predictable enough to be a security bug.
CSPRNG-backedBulking phase
Watch for crossing into 'average' bf %. Pair with hashids, ULID, or UUID v7 when you need both random and sortable — useful for primary keys, public-facing IDs, and event log ordering without a sequence column.
reproducibleBody recomp
BMI stays flat while bf % drops. Output is deterministic given the same seed, so fixtures and tests stay reproducible across CI runs and contributor machines. Embed the seed in the fixture file for full replay.
snappyEndurance training
Confirm runners aren't dropping into 'essential'. Heavy work runs through useMemo so the UI stays snappy on large inputs. Same input + same options yields identical bytes — the kind of stability snapshot tests rely on.
feature-detectedHealthy aging
Lean mass loss after 40 — watch the trend. Storage tools persist to the right backend: localStorage for user preferences, sessionStorage for transient state, IndexedDB for structured data. Pick the right shelf and quota worries disappear.
deterministicCoaches
Quick weekly check-in without skin calipers. Browser feature detection: clipboard, fullscreen, gamepad, and Web Bluetooth APIs gracefully fall back when unavailable. No surprise white screens on Safari or older Firefox.
production-readyFrequently asked questions
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