Build your first Kalshi bot. Start with market data.
A practical Python guide to reading public Kalshi markets without API keys, orders, or a funded account.
THE PREDICTION MARKET BRIEF
Read the market.
Understand the story.
The news, the mechanics, and the people
building what comes next.
New to prediction markets? Start here
Build your first Kalshi bot. Start with market data.
A practical Python guide to reading public Kalshi markets without API keys, orders, or a funded account.
Read the guideLESS GUESSWORK. MORE KNOW-HOW.
Get good at the fundamentals.
Before you run a community trading bot, read this.
How to evaluate a prediction market repository: source identity, permissions, key handling, demo behavior, fill assumptions, and unsupported profit claims.
Kalshi referral code not working? Check these steps first.
A source-backed checklist for missing referral attribution, the 72-hour code-entry window, qualification, reward claims, and restricted credits.
A LITTLE MATH GOES A LONG WAY
Understand the payout.
Before the position.
Turn a contract price into a cost, a potential payout, and a clear view of the downside. Fees included by you, assumptions visible.
Open the payout calculatorEXAMPLE · NOT A LIVE MARKET
100 contracts at 60¢
Cost, before fees$60.00
Winning payout$100.00Potential profit, before fees+$40.00
THE READING ROOM
A clearer read on the odds.
A 70% chance is still a 30% chance of being wrong
How to read a market-implied probability without turning a favorite into a foregone conclusion.
What are prediction markets, really?
A practical introduction to event contracts, market-implied probabilities, and what the numbers can tell you.
The fine print that decides the outcome
Why the market question, official source, and determination time matter as much as the headline.
OUR EDITORIAL PROMISE
The percentage gets your attention.
The context deserves it.
Original explanations. Primary sources. Clear dates. And a healthy distance between an interesting price and a promised outcome.
How we work