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Flashscore Elite Stats
Extract granular xG, referee & 1H/2H football analytics
The ultimate football data pipeline for data scientists, quantitative betting modelers, and sports analysts. Extracts granular Expected Goals (xG), xGOT, official referee assignments, goal scorers paired with assists, and complete 1H/2H statistical splits. Built with an enterprise hybrid streaming architecture that drops RAM usage to just 70MB for ultra-fast, zero-proxy extraction across 50+ world leagues.
Hello Product Hunt community.
Most football scrapers on the market only return high-level final scores like "2-1". But if you are building quantitative betting models, machine learning algorithms, or advanced tactical analysis, you need granular data: Expected Goals (xG), referee card trends, assist-scorer pairs, and 1H/2H statistical breakdowns.
I engineered Flashscore Elite Stats to solve this with a 2-phase hybrid architecture: Puppeteer performs an initial lightweight handshake, then immediately shuts down (dropping RAM from 1.5GB to 70MB) to stream raw feeds directly via HTTP/2 workers with a self-healing recovery pass.
It works seamlessly on both active and historical seasons across 50+ leagues, exporting clean JSON, CSV, or direct Pandas DataFrames via the Apify Python SDK.
I'd love to hear your thoughts and feedback!
About Flashscore Elite Stats on Product Hunt
“Extract granular xG, referee & 1H/2H football analytics”
Flashscore Elite Stats was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #37 on the daily leaderboard. The ultimate football data pipeline for data scientists, quantitative betting modelers, and sports analysts. Extracts granular Expected Goals (xG), xGOT, official referee assignments, goal scorers paired with assists, and complete 1H/2H statistical splits. Built with an enterprise hybrid streaming architecture that drops RAM usage to just 70MB for ultra-fast, zero-proxy extraction across 50+ world leagues.
On the analytics side, Flashscore Elite Stats competes within API, Developer Tools and Data & Analytics — topics that collectively have 623.5k followers on Product Hunt. The dashboard above tracks how Flashscore Elite Stats performed against the three products that launched closest to it on the same day.
Who hunted Flashscore Elite Stats?
Flashscore Elite Stats was hunted by harry.automazione. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Flashscore Elite Stats including community comment highlights and product details, visit the product overview.
harry.automazione