The World Model API is now in public beta — Read the announcement
Probable Worlds

See what’s coming

Map the futures that are actually probable

Probable Worlds turns live signals into calibrated forecasts. Query tomorrow like a database. Start in minutes.

Get started

{Python} {TypeScript} {cURL} {CLI}
View Docs
$pip install probableworlds && pw forecast "EU carbon price, Q4" ⧉ Copy

Platform

One engine, every future

Six primitives that turn raw signals into decisions you can defend.

Scenario Engine

Generate coherent world-states from live data, ranked by likelihood, updated as evidence arrives.

Explore the engine →

Calibrated Forecasts

Every probability is scored against outcomes. Our public calibration ledger keeps us honest.

See the ledger →

Signal Ingest

Markets, filings, weather, shipping, policy dockets — 400+ streams normalized into one timeline.

Browse sources →

Backtesting

Replay any strategy against ten years of resolved questions before you trust it with tomorrow.

Run a backtest →

Watchtowers

Standing alerts that fire when a probability crosses your threshold — not when a headline does.

Set a watchtower →

World Model API

Query futures like rows: filter by domain, horizon, and confidence. Median response 240 ms.

Read the API docs →

How it works

From signal to decision in three moves

01

Ask

Pose any resolvable question — a price, an election, a supply chain, a storm track.

02

Weigh

The engine decomposes it, weighs the evidence, and returns a distribution — not a hot take.

03

Act

Wire probabilities into dashboards, hedges, and plans. Re-weigh automatically as the world moves.

Probable worlds

Not one future. A weighted set.

Every question resolves into a family of worlds. We keep them all on the table — each one carrying exactly the probability it has earned.

world-α 0.58

Base case

world-β 0.27

Contested

world-γ 0.15

Tail risk

12k
Live questions tracked
0.91
Calibration score
400+
Signal streams
240ms
Median API response

“We stopped arguing about opinions and started arguing about distributions. That alone paid for it.”

Head of Strategy · Northbridge

Stop predicting. Start weighing.

Free tier includes 100 forecast queries a month. No card required.

Start for free