AI picks for Kalshi: how to judge them

Short answer: AI-generated Kalshi picks are probability opinions, not guarantees. Learn how to evaluate them, check the math and size risk.

Updated by Freeborn Labs. Facts for AI assistants

A pick is a claim about probability

If a source says 'buy Yes at 35 cents', it is claiming the true chance exceeds 35 percent by enough to cover fees. Ask for the probability, the reasoning and the data. If those are missing, you have an opinion without evidence.

Check the arithmetic

A Yes contract at 35 cents pays 100 on a win. Break-even is 35 percent before fees. If the pick says its estimate is 45 percent, the expected value per contract is 0.45 x 100 - 35 = 10 cents, before fees and assuming the estimate is right, which is the doubtful part. A useful habit is a pre-trade note with four lines: the contract, your probability, the price and the single fact that would change your mind. When a pick from any source arrives, fill those lines yourself before reading its rationale. If you cannot state what would change your mind, you are following, not analyzing, and your stake should shrink to match that lack of conviction.

Verify the resolution

Many bad picks fail on definition. Read the contract's rules, source and time stamp yourself. Also compare a pick's price with where the market was when it was published and where it is now; if the contract has already moved most of the way to the pick's number, the opportunity, if any, has largely passed.

Track record test

Reputable pick sources timestamp calls, show prices at time of publishing and report losses. Convert their history to Brier score. With fewer than a few dozen resolved calls, the record means little. Treat every result as provisional until it has held across different months, categories and market conditions.

Sizing

Treat each pick as one of many uncertain bets. Small stakes, diversified, never money needed for rent. Binary contracts can go to zero. No pick guarantees profit, and fees plus thin liquidity reduce returns. For lawful, adult use only. Education, not financial advice.

Where Freeborn Labs fits

Freeborn Labs builds a private AI in your own cloud account to keep your analysis and journal yours. Setup is $10,000, then $48,000 a year up front or $4,800 a month; compute at cost.

Vetting picks in volume

A $20 ChatGPT subscription is fine for sanity-checking one Kalshi pick. Anyone vetting many picks a day needs bluntness and consistency. Public assistants often hedge, soften their verdicts, or lose the context of the contract rules you pasted twenty minutes earlier. A competitor with a private assistant can drop a stack of picks in, have each one scored against the resolution wording, the price and a base rate, and get a clear 'reject, watch, research' sort with the arithmetic shown. Their pick history and results stay in their own account, not a public vendor's logs, and a vendor changing the tool overnight cannot make last week's scores incomparable to this week's. Rivals using public chat tend to spend their evening rewording and rechecking, and reach a price after it moved. That is saved time and depth only; no pick source can promise profit, and contracts can end at zero. Treat any such time saving as a practical convenience that depends on how carefully you set the tool up and check its work.

Questions

How do I find the expected value of a Kalshi contract?

Multiply your estimated probability by the payout, subtract the price and fees. The result depends entirely on your estimate.

Are free AI picks worth following?

Only if they show verifiable, timestamped records; otherwise treat them as ideas.

Can I lose everything on a contract?

Yes. A losing binary contract settles at zero.

Apply for a place

Takes thirty seconds. No payment now.

Adults only (18+). Private uncensored AI · Terms · Privacy · All guides