Explain the number
Every club page connects the forecast to sustainable form, schedule difficulty and confirmed transfer effects.
One place to forecast the season, question it and change it
The strongest products in football analytics each solve one part of the problem. The Football Simulator combines the most useful ideas into a single transparent workflow, then adds player-level counterfactuals and source-aware data governance.
SEASON PATHS100,000
FIXTURE NETWORK380
VERIFIED MOVEMENTS433
PLAYER SCENARIOS5 TYPES
FEATURE-GAP RESPONSE
What the platform brings together
This comparison describes product categories, not a claim that every competing product behaves identically.
| Capability | Manual predictor | Black-box forecast | Odds-led service | The Football Simulator |
|---|---|---|---|---|
| Season outlook | One user-built table | Single predicted table | Match picks | 100,000 linked season paths |
| Uncertainty | Not quantified | Often hidden | Price implied | Position distributions and 90% ranges |
| Player what-if | Not available | Static commentary | Lineup reaction | Automatic matched-seed recalculation |
| Transfers | User judgement | Unknown weighting | Reflected in price | Confirmed ledger plus source gate |
| Player availability | Ad hoc judgement | Often implicit | Reflected after repricing | Official status plus published minutes assumption |
| Bookmaker odds | Not available | Sometimes mixed into model | Core product | Separated market and model probabilities |
| Reproducibility | User snapshot | Limited | Price timestamp | Seed, input hash and model version |
Change the assumption
A player arrival, departure, injury, suspension or minutes change can rerun every unresolved match with the same random seed.
Separate price from truth
Bookmaker prices are normalized and compared with the model, but they never train or overwrite the independent forecast.
Show the evidence state
Official confirmations can affect strength. Reporter signals remain visible in a zero-weight discovery queue.
Inspect the forecast, then try to break it
The product is designed for exploration rather than a single authoritative table. Compare assumptions, inspect uncertainty and keep every hypothetical separate from the published baseline.