100numbers
digits, patterns, stats
Behavioral Experiment Platform

100numbers

A simple experiment in human randomness. Enter digits, lock a blind prediction, and compare the model against your next taps.

The experiment

Three steps. One hundred numbers.

The flow stays simple: capture a run, lock a prediction before the reveal, then inspect how well the model anticipated your next digits.

01

Enter a run

Type digits in any order at your own pace. The goal is to capture your natural sense of randomness.

02

Commit the prediction

Once you reach the run target, 100numbers locks a prediction file for the next 10, 100, or 1000 taps.

03

Evaluate fairly

After you finish the evaluation window, compare the actual sequence, the prediction hash, and the resulting accuracy.

The science

Human randomness carries structure.

People tend to avoid repetition, over-correct, and reveal small habits when trying to look random. This project turns those habits into measurable sequences.

Each run is treated as a separate experiment. You provide the digits, the platform locks a blind prediction, and the result becomes a transparent record you can inspect afterward.

Run preview
Your input
3
7
1
4
9
2
8
0
5
6
Prediction
3
7
1
5
9
2
9
0
5
6
Match
✓
✓
✓
✗
✓
✓
✗
✓
✓
✓
8/10 positions matched in this sample window.
Ready to participate?

Your numbers already leave a fingerprint.

Start a run, let the system commit a prediction, and see whether your “random” choices stay random under measurement.

Experiment access

Blind predictions for human generated sequences.

Sign in with email and password or use Google. Your session token stays in this browser so you can continue your runs and inspect previous evaluations.

What you can do here
Collect new digit runs in real time.
Commit prediction files without seeing the output first.
Review accuracy, hashes, and model metrics after evaluation.
Account

Sign in

Sign in with email/password or Google. Your session token is saved in your browser.

or continue with Google
Quick profile

Minimal context for your future runs.

Everything here is optional. It just gives you a lightweight profile summary inside the app and stays attached to your account in this browser.

Stored fields
Country or region.
Primary language.
Place you grew up and a lucky digit, if you want to add them.
Profile

Quick profile

Optional. Keep it minimal or skip it entirely.

Live input

Choose a digit from 0 to 9

Tap fast or slow, just do not overthink it. The goal is to capture your natural tapping style.

Mode: collecting
Keyboard input works too.
Prediction commit
Lock a blind prediction for the next 10, 100, or 1000 taps once your run has enough data.
Locked until target is reached.
Profile

Account and local history

Review the browser-stored details attached to your session and the recent prediction files you evaluated.

User
guest
Total digits
0
All time
Saved profile fields
—
Previous predictions
ML Metrics

Committed prediction performance

Inspect weighted accuracy, recent evaluations, and model-level behavior across your selected time window.

Weighted accuracy
—
Evaluated commits
—
Total commits
—
Accuracy trend
No data yet.
By model
Recent evaluations
Contact

Reach out directly

Questions, feedback, or collaboration ideas all go through the same inbox.

Email

hello@100numbers.site

Results

Comparison after blind evaluation

Review the committed horizon, the achieved accuracy, and the download link for the prediction file.

Horizon
—
Accuracy
—
Run summary
Most tapped digit
—
Prediction file hash
—
Digit counts for this run
—