About the Model

FueledByStats is built around a simple idea: Football decisions should be supported by data, context, and clear reasoning.

The model is designed to turn historical production, player usage, team tendencies, role changes, and opportunity trends into projections that can support fantasy football decisions, player prop research, and broader market analysis.

This site started as a personal football projection project and is being developed into a public analytics hub for rankings, season projections, weekly projections, player analysis, prop research, and data-driven football insights.

What the Model Looks At

The FueledByStats model uses a combination of player performance, team context, and role-based information to help estimate future fantasy production.

Key factors may include:

• Historical player production
• Recent season performance trends
• Passing, rushing, and receiving volume
• Touchdown production
• Targets, receptions, carries, and passing attempts
• Team offensive environment
• Player role and expected opportunity
• Depth chart context
• Position-specific trends
• Defensive matchup data when available
• Home/away and schedule context when available

The model is designed to look beyond raw totals. A player’s fantasy value is often shaped by opportunity, team situation, role stability, scoring chances, and how that player is actually used within an offense.

Projection Philosophy

Fantasy football projections are not about predicting the future perfectly. Nobody can do that. If they say they can, check their browser history for wizard robes.

The goal is to create a reasonable statistical expectation based on available information.

A strong projection should answer questions like:

• Is this player’s role growing or shrinking?
• Is the player being ranked too high or too low compared to expected opportunity?
• Does the team environment support fantasy production?
• Is the player dependent on touchdowns or supported by reliable volume?
• Are there cheaper players with similar projected production?
• Is the market overvaluing name recognition?

FueledByStats is focused on finding useful fantasy football signals, especially around projected workload, value gaps, player trends, and role changes.

Fantasy, Props, and Market Insights

FueledByStats is designed to support more than one type of football decision. The same projection engine that can help compare fantasy players can also support player prop research, season-long stat outlooks, and market-value analysis.

A projection becomes more powerful when it is placed in context. For fantasy football, that may mean comparing players by projected points, workload, or positional value. For player props, that may mean comparing a projected stat total against a sportsbook line to identify where the model sees a possible gap.

The goal is not to guarantee outcomes. The goal is to create a clearer, data-backed starting point for decision-making.

Fantasy Scoring Format

Current projections are primarily built around PPR fantasy scoring unless otherwise noted.

PPR scoring gives players credit for receptions, which can increase the value of running backs, wide receivers, and tight ends with consistent receiving involvement.

Additional scoring formats, such as half-PPR and standard scoring, may be added later as the site continues to develop.

Rookie Projections

Rookie projections require a different approach because incoming players do not have NFL production history.

For rookies, the model and analysis may place more emphasis on:

• Draft capital
• Landing spot
• Team depth chart
• Expected role
• Path to playing time
• College production profile
• Team offensive environment
• Competition for touches or targets

Rookies can be difficult to project because their opportunity can change quickly during training camp, preseason, and the early part of the regular season.

Update Schedule

Projections may be updated throughout the offseason, preseason, and regular season as new information becomes available.

Major updates may happen after:

• Free agency
• The NFL Draft
• Training camp reports
• Depth chart changes
• Injuries
• Preseason usage
• Regular season performance
• Team role changes

Fantasy football changes fast. A player can go from “sleeper” to “everyone knows now” in about three tweets and one preseason highlight.

Model Limitations

No projection system can perfectly predict football.

The model cannot fully account for every possible factor, including:

• Injuries
• Coaching changes
• Unexpected trades
• Sudden depth chart movement
• Player development
• Decline due to age or role changes
• Game script volatility
• Weather
• Offensive line changes
• Team chemistry
• Random NFL chaos

The projections should be viewed as informed estimates, not guaranteed outcomes.

How to Use FueledByStats

FueledByStats is designed to help users make better-informed football decisions.

You can use the projections and analysis to:

• Compare players by expected production
• Identify possible draft values
• Spot workload risers and role changes
• Find players who may be overvalued or undervalued
• Compare projected stats against player prop lines
• Evaluate rookies and evolving depth chart situations
• Support draft, trade, waiver and research decisions

The numbers are meant to guide decision-making, not replace common sense. Fantasy football still requires context, judgment, and the occasional ability to emotionally recover from your RB1 getting three carries.

The Long-Term Goal

The long-term goal of FueledByStats is to build a deeper fantasy football analytics platform with projections, rankings, player comparison tools, draft insights, rookie reports, value-gap analysis, and weekly trend tracking.

As the model improves, the site will continue adding better data, clearer explanations, and more useful tools for fantasy football players.