Problem
Most soccer predictions are opinions with no method or tracking: it is hard to know whether the odds offer real value, and almost no one publishes how often they are right.
GoProPick · Sports simulation engine
Soccer analytics platform with statistical simulation
A soccer analytics engine that simulates each match 100,000 times with real data, calculates probabilities by market, and compares them against the odds. If there is no measurable value, it says so: “No Bet.”
- Status
- In production
- Type
- Own product · Quantitative analysis
- Platform
- Web · 10 languages
- Year
- 2026
The project in 30 seconds
What it solves and for whom
Solution
Real data from each match, 100,000 simulations with a statistical goals model, and a comparison against the odds with the bookmaker's margin removed. Each signal is recorded before the match and evaluated publicly afterward.
Who it's for
Soccer fans and data analysts who prefer calibrated probabilities to intuition. Only for people 18 and older.
What it does
Statistics, not hunches
01
100,000 scenarios per match
Expected goals per team, shots, corners, cards, fouls, and the most likely scorelines, calculated match by match.
02
All markets on one screen
Match result, double chance, handicap, goal lines, and both teams to score, also by half, with clear probability bars.
When there is no value, it says so
If the calculated probability does not exceed the market's, the answer is “No Bet.” It does not promise winnings.
In numbers
What was built
Scope built
100,000 simulations per match
Monte Carlo with a Poisson / Dixon-Coles model on real data from each fixture.
Scope built
10 languages
Interface and analysis available in ten languages.
How it's made
Technology behind it
Technology
PythonFastAPIMonte Carlo (Dixon-Coles)API-FootballSupabaseRailway
Technical detail
FastAPI backend with a custom quantitative engine: simulation of 100,000 scenarios, margin-free probabilities, expected value, Kelly fraction, and calibration metrics (Brier and LogLoss). Two-level cache to respect the daily data budget and a log of signals settled against real results.
Responsible use. GoProPick is a statistical analysis tool for people 18 and older: it does not guarantee results or winnings. The Simulation and Markets screenshots use generic demo teams.
Gallery
More screens of the product
Your project
Need something like GoProPick?
Tell us the idea in two lines. We'll reply with scope, timeline and a first proposal.
Keep exploring
More projects
Vitrina Visual — System that edits a business’s videos for Reels and TikTok
The business uploads its raw videos and receives vertical clips ready for Reels and TikTok, with voice, subtitles, brand, and price. Every video goes through automated checks and a human review.
View case
Concept Engine — Tool that turns an idea into the first architecture of a product
Describe an idea in one sentence and get a first outline of the product in seconds, written by AI, in the language you browse in.
View case
Estimate Radar — SaaS for U.S. contractors who work with insurers
Reads insurer replies, calculates deadlines in business days, and prepares each follow-up for the contractor to approve. First customer: a company in Texas.
View case