How LINEHAWK works

A prediction market is a place where people buy and sell “shares” in the outcome of a future event — like “Brazil wins this match.” The price of a share moves between 0 and 100 cents, and it works like a live probability: a share trading at 67 cents means the market thinks there's about a 67% chance that outcome happens.

LINEHAWK reads multiple regulated prediction markets in parallel — Polymarket, Kalshi, and Betr today, with more on the way. Because thousands of people are betting real money in those markets, the prices are usually a sharp, up-to-the-minute estimate of what will happen. We blend them into one LINEHAWK consensus so you don't have to chase odds across different sites.

LINEHAWK feeds every match through three independent AI brains, in parallel, on every run. We don't trust any single model — we triangulate.

The three brains produce their own estimates, then LINEHAWK blends them into one consensus and compares it to the market price. When our estimate is meaningfully different from the market, that gap is called an edge — a difference between what we think will happen and what the market is pricing in. A bigger edge means a stronger pick. Every estimate comes with a plain-English explanation of why — never a bare number.

Single-model AI gets confidently wrong. Different models have different blind spots: one might over-weight recent form, another might miss a key injury that just broke. Running three in parallel — and only acting when they agree — filters out the kind of one-off model hallucination that would otherwise burn a pick.

Brain C is the part most prediction tools skip. It's the difference between “the numbers say France wins 62%” and “the numbers say 62%, but France just flew in from a 10-hour trip, three starters are on yellow cards, and the home crowd is going to be brutal — bump it down to 54%.” That's an intangible. That's where the edge lives.

Every match gets one of three pick tiers so you always know how much LINEHAWK likes it:

Not yet — and we're being honest about that. Today LINEHAWK is analysis only. We surface picks; you decide what to do with them on whichever market you use.

On the roadmap: a saved-picks tracker so you can mark which LINEHAWK picks you actually took, then see your own win rate vs. ours over time. We'll never auto-place bets for you, and we never see your wallet — you'd just log what you took on your end so we can grade it alongside our public record.