FiteQuant Rating Docs
Objective FR is the deterministic layer built from stored bout data only. The launch metric set is intentionally narrow and windowed so users can audit what is being measured. Raw values are stored in natural form with eligibility counts, then normalized in a derived layer where higher is better.
FiteQuant Rating (FR) is the internal fighter rating framework used to structure model inputs across the platform. This page covers the objective FR layer.
Methodology Reference
Current product links stay exactly the same. Once you are in methodology, use this reference strip to move between related sections without going back through the app UI.
FR means FiteQuant Rating: the internal fighter rating framework used to organize model inputs across the platform.
On This Page
This page explains what the objective FiteQuant Rating layer is intended to represent, where its limits sit, and how to audit its influence in-product.
Objective FR is the objective layer of the FiteQuant Rating framework. It is deterministic from stored bout data, but it is still only as good as the underlying data coverage and window design.
Deterministic does not mean assumption-free: metric windows, eligibility rules, and opponent-quality handling still matter.
Not every objective-derived metric is equally strict from a time-safety perspective. Where a metric depends on opponent ratings or other derived values, that dependency should be interpreted carefully in leakage-sensitive analysis.
For leakage-sensitive validation, use strict Backtest mode rather than assuming every objective label is automatically safe in every context.
You can stress-test the objective layer by increasing its weight in Model Builder, then comparing behavior across the same settled sample.
If a model only works when one narrow recent-window metric is overweighted, users should treat that as a fitting risk rather than a discovery.
Recent core outcome rate over the last 3 eligible bouts.
| Stat | Definition |
|---|---|
| Win Rate Last 3 | Wins divided by eligible bouts in the last 3-bout window. |
Recent stoppage finishing rate over the last 3 eligible bouts.
| Stat | Definition |
|---|---|
| Ko Rate Last 3 | Wins by KO/TKO/RTD divided by eligible bouts in the last 3-bout window. |
How much of recent activity happened inside the last 12 months.
| Stat | Definition |
|---|---|
| Activity Last 3 In Last 12m | Share of last 3 eligible bouts with bout date in the last 12 months. |
Recent opposition level over the last 3 eligible bouts.
| Stat | Definition |
|---|---|
| Opponent Rating Last 3 | Mean opponent rating across the last 3 eligible bouts (non-strict-time-safe metric). |
Recency-oriented result quality over the last 5 eligible bouts.
| Stat | Definition |
|---|---|
| Trend Score Last 5 | Outcome-quality mean with an improving-form bonus; all wins score 100. |
Recent win rate versus the fighter's own older-career baseline.
| Stat | Definition |
|---|---|
| Win Rate Last 3 Relative | Relative score (0-100) from recent win-rate delta versus the rest of career. |
Recent KO rate versus the fighter's own older-career baseline.
| Stat | Definition |
|---|---|
| Ko Rate Last 3 Relative | Relative score (0-100) from recent KO-rate delta versus the rest of career. |
Recent 12-month activity share versus older-career baseline.
| Stat | Definition |
|---|---|
| Activity Last 3 In Last 12m Relative | Relative score (0-100) from recent activity-share delta versus the rest of career. |
Recent opponent rating versus older-career baseline.
| Stat | Definition |
|---|---|
| Opponent Rating Last 3 Relative | Relative score (0-100) from recent opponent-rating delta versus the rest of career. |
Recent trend quality versus the prior-career trend baseline.
| Stat | Definition |
|---|---|
| Trend Score Last 5 Relative | Relative score (0-100) from recent trend delta versus the rest of career. |
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