Kumo Edge
AI weather forecasts + live temps for Kalshi & Polymarket
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Details
- External ID
- 1235370
- Source
- PH
- Company
- —
- Product
- Kumo Edge
- Website domain
- producthunt.com
- Launched
- Oct. 13, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.76
- Tags
- Weather, Fintech, Artificial Intelligence
Description
People are betting on weather in prediction markets. Apple Weather doesn't show you the most accurate forecast for the specific location the market settles on. Kumo Edge runs AI models built for each location, forecasting the daily temperature 90% more accurately than weather apps. Kumo Edge also tracks the live temperature every minute, so you see the edge before the market reacts. Our probability sits right next to the live odds. Spot the gap. Make the call. Act earlier than anyone else.
Enrichment
- Niche
- ai intelligence and analysis tools
- Vertical
- Fintech
- Function
- Analytics & BI
- Audience
- Prosumer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai weather forecasting for prediction markets
- Manually corrected
- False
Could you build this?
No Achieving hyper-local weather forecasting that outperforms major providers requires specialized meteorological expertise, proprietary ensemble AI models, and real-time ingestion of raw radar and satellite data feeds.
What it would actually take: Building this requires a data pipeline ingesting raw NOAA, ECMWF, and ASOS weather station feeds, coupled with specialized machine learning models (e.g., GraphCast or custom microclimate deep learning architectures) trained specifically on localized historical weather stations. Integration with Polymarket/Kalshi settlement APIs and low-latency automated inference pipelines is also needed.
Competitors
Other products that read as similar to this one — 75 launches clear the similarity bar, closest 8 shown.
Attention rank: #15 of 76 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 199 days after the earliest competitor.
- Big Weather · ph · 2026-09-26 · 8 upvotes · similarity 0.48
- Ranking weather models by how their forecasts turned out · hn · 2026-08-06 · 7 upvotes · similarity 0.46
- Sunny by WeatherTrends360 · ph · 2026-10-09 · 2 upvotes · similarity 0.45
- Precip - Know exactly when it'll rain, down to the minute · yc · 2026-09-30 · 18 upvotes · similarity 0.44
- MarketMaster · ph · 2026-09-22 · 1 upvotes · similarity 0.44
- Weather app to show actual performance of weather models · hn · 2026-05-04 · 5 upvotes · similarity 0.44
- Weather Today · ph · 2026-09-12 · 1 upvotes · similarity 0.41
- Weather Today · ph · 2026-09-27 · 1 upvotes · similarity 0.41
Other launches for this product
- No other launches for this product.