How We Evaluate

What values are (and aren't)

FantasyDesk values are built for a specific league and roster situation. They are not universal player grades, and they are not a promise about what will happen next week or next season.

The same player can be worth more or less once scoring, lineup rules, and league size are applied. Superflex and 2QB leagues raise quarterback value. Tight-end premium raises tight ends. PPR, half-PPR, and standard scoring shift running backs versus receivers. Deeper starting lineups and larger leagues increase demand for usable depth. Taxi squads can give a little extra room to stash young skill players.

What we weigh

• Market context (44%): Dynasty market prices are the largest single input. They reflect how the player is currently valued in dynasty formats, not a private forecast.
• Age and career stage (18%): A position-specific age curve, not a flat penalty — running backs decline earliest and fastest, quarterbacks and tight ends hold value longest. Current points do not erase an aging curve.
• Production (12%): Scoring over a meaningful sample is part of the evaluation. A hot week or a quiet week is not enough on its own, and missing stats are not treated as secret market confirmation.
• Positional scarcity (10%): Players are compared with others at the same position, weighted by how replaceable that position is — tight end and running back count for more than a raw point total would suggest; kickers count for far less.
• Opportunity (10%): Workload and target/touch share signals — evidence of usage, not just a role label.
• Role (6%): Depth-chart role on its own. A backup with elite talent is not valued like a locked-in starter.
• Availability (applied on top, not a weight): Injury and inactive status can reduce near-term usefulness. Dynasty value is not zeroed out for a typical injury, but current-season usefulness can be discounted more sharply.

Production vs. dynasty value

Season scoring is one ingredient, not the whole recipe. Dynasty value also weighs age, remaining window, role, scarcity, and how the market already prices the player. That is why a high-scoring veteran can rank behind a younger player with a longer runway, and why this year's points per game should not be read as a finished dynasty ranking.

Prime window

Every player's age band on Player Detail — "Enters Prime," "In Prime," or "Past Prime" — comes directly from the same age curve used in the weighting above, not a separate projection. It marks the age range where that curve stays within 90% of its own peak for the position: roughly 23-26 for running backs, 23-29 for receivers, 24-29 for tight ends, and 25-33 for quarterbacks, matching how much longer those positions typically stay productive. It is descriptive, not predictive — it does not forecast a specific player's career, only where they sit against their position's typical shape.

Team strategy

Your team's direction can change whether an asset is attractive even when the league-wide player value stays similar. FantasyDesk can auto-read a direction from the roster or follow a manager override.

• Contender: Leans toward present production and useful starters, and treats future picks a bit more cheaply.
• Fringe contender: Looks for lineup upgrades without spending the entire future.
• Retool: Keeps a blend of current production, young starters, and draft capital.
• Rebuild: Favors youth and draft capital, and is slower to pay up for aging veterans.
• Tank / rebuild: Puts even more weight on picks and young players over short-term scoring.

Valuation lens

Separately, a valuation lens can lean Dynasty, Rebuild, or current-season. That lens changes how much long-term value versus this-year usefulness is emphasized. The current evaluation philosophy is a balanced dynasty approach; additional philosophies are not selectable yet.

Draft picks

Draft picks are valued as future assets, not as named prospects. Round matters most. Expected range — early, middle, or late in the round — is estimated from the original team's current standing, and later-year picks are treated with more uncertainty. Superflex and 2QB formats raise early-round pick value. Tight-end premium can lift early picks slightly. Larger dynasty leagues make picks a bit more important. Rebuild-oriented teams treat picks as more valuable; contenders treat them as a little cheaper. In redraft, picks are discounted heavily. A pick is not a guarantee of a specific player.

Recommendations vs. rankings

Rankings order eligible skill players by the league-adjusted evaluation. Trade recommendations start from those values, then ask a different question: is this a realistic deal for these two rosters right now?

• Roster fit and positional need on your team
• Whether the other manager has a reason to do the deal
• Whether the headline players and picks look fair enough to be taken seriously
• Team direction — contending versus collecting future value
• Protected or core players that should not be shopped casually
• Whether current player-status evidence is strong enough to show the idea

Confidence

Confidence is not a prediction score. It describes how complete the current evidence is. Incomplete identity or status information can lower confidence or keep a recommendation off the board instead of guessing. Injury notes can qualify an otherwise strong-looking trade. Opportunity reads also carry their own confidence when workload evidence is thin.

What this doesn't do

• It does not predict the future or guarantee wins, playoff odds, or trade outcomes.
• It does not claim perfect accuracy, complete injury news, or up-to-the-minute reporting.
• It is not gambling, betting, or financial advice.
• It does not replace league rules, film study, or your judgment.
• A ranking, a value, and a trade recommendation are related tools — not identical answers.

Frequently asked

• Why might two leagues show different values for the same player? — Scoring, quarterback format, tight-end premium, starter counts, league size, and taxi or bench depth all change how positions are priced. Values are rebuilt for the active league's settings.
• Why might two managers in the same league see different trade ideas? — Each roster has a different mix of needs, direction, protected players, and partners. A win-now team and a rebuilding team should not get the same shopping list.
• If a player is scoring a lot, why isn't that the ranking? — Production is included, but age, role, scarcity, and market context still matter. Dynasty value is about the remaining asset, not only this season's box score.
• Can a recommendation disappear even if the values look close? — Yes. Guardrails can withhold or qualify ideas when player identity, ownership, or current status cannot be trusted, or when a package would move a protected core piece without a clear upgrade.