ability + probability

Probability is a surface you can learn to read.

bability.pro turns chance, distributions, and odds into tactile objects you can roll, weigh, and trust. No jargon. Just craft.

  • 01 Learn
  • 02 Simulate
  • 03 Apply

Current face 3

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Rolls: 0 · Auto-roll every 8s

What probability is.
And what it isn't.

Expected

A coin remembers nothing.

Each toss is independent. The mathematics is calm, symmetric, and refuses to hold a grudge against the previous outcome. This is the prior.

P(heads)
0.500
P(tails)
0.500
Variance
0.250

Observed

Ten heads in a row.

Reality runs the experiment exactly once. Streaks happen. The posterior updates — not because the coin changed, but because we did.

Run length
10
P(streak)
1/1024
Surprise
10.0 bits

Drag the divider to re-weight the panels — a literal embodiment of probability.

Simulate.
A coin you can weight.

0.000.250.500.751.00
H
T

Heads

0

0.000 observed

Tails

0

0.000 observed

Total flips

0

drift Δ 0.000

Apply.
Two ways in.

For teams

Decision audits

We instrument your hardest calls — pricing, hiring, forecasting — and replay them as decision trees with calibrated probabilities attached.

  • Brier score baselining
  • Calibration curves per analyst
  • Quarterly re-forecasts
Request a pilot

For learners

Primer playlists

Bayes, distributions, odds ratios — each one a twenty-minute interactive page where the math is a draggable object, not a wall of LaTeX.

  • 12 primers, weekly cadence
  • Inline simulators & quizzes
  • Open transcripts
Browse the catalog
Probability used to feel like a hostile language. After two weeks with bability.pro the team was arguing about posteriors at lunch.
Iro Pavlou Head of Forecasting, Vellum & Co.

Odds are good.

Read probability like a native.

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