Hey Product Hunt 👋 SoranoAI just launched Kumo Edge! Weather is one of the fastest-growing corners of prediction markets — i.e. "highest temperature in NYC today?" " — and it's uniquely data-driven. But there was no good way to actually read or predict it. You may think you can just look at weather apps. But here's the catch: a weather app gives you a forecast for a whole city, but a market settles on one exact location. You can easily miss the easiest bet in prediction markets! That's why we built Kumo Edge with our own Stanford-backed AI models tuned to each market's location, forecasting the daily high 90+% more accurately than a consumer app. We turn that into live probabilities and put them right next to the real market odds, updated every 60 seconds, so you see exactly where the data and the market disagree. We also track the live observed temperature every minute — so the moment the real high/low prints, you catch it before the market reprices. Plus there's a Research Assistant AI function that you can ask "what's the safest bet in this market now?" It helps you brainstorm your trading strategy. To be clear: it's an intelligence tool, not financial advice — we show you the data, you make the call. Trying it is free! The link is above (kumoedge.co). Ask me anything 🌦️

Kumo Edge

AI weather forecasts + live temps for Kalshi & Polymarket

AI weather forecasts + live temps for Kalshi & Polymarket