14 players we rank far above the consensus, 71 we rank far below.
Everyone publishes the consensus. The only thing worth saying against it is where our own board departs from it, and by how much. These are the 85 players the engine and the expert consensus disagree about most sharply today, with injured players removed from both sides.
The engine ranks each of these inside the top 300 and above the value of the last rostered player in a 12-team league, while the consensus has them past 400, outside where anyone is rostering. Consensus rank is the closest thing to an availability signal we have, so treat it as a proxy, not a promise about your league.
| Player | Pos | Our rank | Consensus | Spread | Proj pts |
|---|---|---|---|---|---|
| Liam Hicks | DH/C/1B | 23 | 613 | 41 | 370 |
| Luis García Jr. | 1B/2B | 33 | 627 | 111 | 403 |
| Bryan Baker | RP | 45 | 567 | 73 | 399 |
| Louis Varland | RP | 64 | 553 | 53 | 368 |
| Foster Griffin | SP+RP | 65 | 448 | 31 | 377 |
| TJ Rumfield | 1B/DH/3B | 79 | 464 | 64 | 358 |
| Sam Antonacci | OF/2B/3B | 99 | 823 | 409 | 289 |
| Cole Young | 2B | 118 | 405 | 86 | 324 |
| Nick Gonzales | 3B/2B | 132 | 468 | 83 | 314 |
| Justin Wrobleski | SP+RP | 134 | 438 | 74 | 326 |
| Brayan Rocchio | SS/2B | 145 | 486 | 19 | 303 |
| Kyle Karros | 3B | 176 | 570 | 237 | 283 |
| Carson Kelly | C | 183 | 422 | 36 | 226 |
| Joc Pederson | 1B | 282 | 499 | 121 | 278 |
The consensus treats these as startable, inside the top 150, and the engine does not have them in its top 400. None of them are hurt; that filter is applied before this list is built, because "the engine discounts a pitcher who is not pitching" is not a disagreement worth publishing.
| Player | Pos | Consensus | Our rank | Spread | Proj pts |
|---|---|---|---|---|---|
| Freddy Peralta | SP | 15 | 475 | 2 | 206 |
| Emmet Sheehan | SP | 30 | 447 | 7 | 213 |
| Luis Robert Jr. | OF | 31 | 850 | 5 | 78 |
| Lawrence Butler | OF | 37 | 411 | 3 | 179 |
| Luis Castillo | SP | 38 | 592 | 7 | 176 |
| Brenton Doyle | OF | 41 | 596 | 5 | 81 |
| Noelvi Marte | OF | 46 | 762 | 8 | 94 |
| Bubba Chandler | SP | 47 | 439 | 11 | 216 |
| Tatsuya Imai | SP | 52 | 796 | 11 | 97 |
| Edwin Díaz | RP | 53 | 929 | 21 | 60 |
| Jordan Beck | OF | 58 | 820 | 4 | 60 |
| Aaron Nola | SP | 59 | 435 | 6 | 217 |
_Showing 12 of 71._
Start with the pair that sits three ranks apart on our board and 14 spots apart in reality: Bryan Baker at engine #45 with 399 projected points, and Edwin Díaz at engine #929 with 60. Both are relievers. The consensus has Díaz 53rd overall and Baker 567th. Two systems cannot both be describing the same job. That is the disagreement I would chase before any of the hitters, because it tells you whether the engine understands bullpen usage at all or is just guessing at innings.
The one I would act on, though, is Luis García Jr. A projection of 403 points is the second-highest total anywhere on this table, higher than any pitcher we like and higher than Hicks at 370. The consensus has him 627th, which means he is unrostered in every 12-team league you play in. The mechanism is straightforward: the market is pricing a middle infielder off a name and a role it assumes is shared, while the engine is pricing plate appearances and a 1B/2B tag that fills two spots. You do not need to believe the #33 ranking. You need to believe he clears the last hitter on your bench, and 403 points says that is not close.
The case against is real and I will make it properly. Every one of the fourteen names we like carries a consensus rank past 400, and that is not fourteen independent market failures. It is a pattern, and patterns like that usually mean the engine is systematically overrating something the market can see: a job that is not actually guaranteed, a role that ends when a better player is healthy or promoted. Sam Antonacci at 289 points and consensus #823 is the tell. Nobody in the industry ranks a player 823rd by accident when he is playing every day. If the engine is assuming full playing time for a group of players who will not get it, García is in that group too, and 403 becomes 250.
The falsifier is simple and it arrives fast. Watch the lineup card, not the box score. If García is starting five or six games a week two weeks from now, the projection is doing its job and the market is late. If he is starting three, the engine is projecting a season he is not going to be given, and the same doubt transfers to Rumfield at 358 points and Karros at 283. Playing time is the whole argument here. Nothing else in this table settles it.
Now the one where I think we are wrong rather than the market. Díaz at 60 projected points is not a rankings disagreement, it is a different sport. A closer the consensus puts 53rd overall cannot be worth a fifth of what Bryan Baker is worth in the same bullpen role, and the data here does not show me why the engine split them that way. I cannot see the driver, and I would rather say that than invent one. Brenton Doyle at 81 points and Jordan Beck at 60 have the same shape: totals so low they read as an innings or plate-appearance input failing, not as a scouting opinion. Robert at 78 is the extreme version.
So: add García, and add Hicks behind him, at the cost of a bench spot you were not using well anyway. Do not sell Díaz or Peralta on the strength of these numbers. When a projection says 60 points for a player everyone rosters, the first suspect is the projection.
Consensus rank and its spread come from FantasyPros. Spread is the standard deviation across the experts who ranked him: a small number means they agree with each other, which makes a gap against our board more interesting, not less. Players ranked by only one source carry no real consensus and are excluded entirely.
Injured players are removed from both directions. Without that filter, more than a third of the "we are lower" list is simply players on the IL, and the top of it is injured aces the consensus still ranks highly as keepers, a comparison that says nothing about either opinion. 55 players were dropped for that reason today.
This is a disagreement report, not a waiver-availability report. We cannot see your league, and no roster-percentage feed backs this site, so consensus rank is used as the proxy for whether a player is gettable.
Curated picks where the model has the highest decision conviction. Updated every render.
Run rankings to populate Market Edge.
Run rankings first.
Mark a player as drafted to get a recommendation.
Studies and awards - the research-side surfaces of the managr platform.
Live snapshot of the projection system.
Backtest, parsimony, ablation, and benchmark - one synthesized report. Output renders in Validation.
Final Value = Raw Projection × MasterConfidence × TeamContext. Each layer answers one question - no overlap.
Recency weighting: prior seasons contribute by recency (more recent = more weight) and sample size (more PA = more weight).
Shrinkage: observed rates regress toward position-specific population means by an amount inversely proportional to sample size. Catches small-sample outliers.
Quality-of-contact adjustments: xwOBA, barrel rate, and bat-tracking metrics replace luck-driven outcome stats with skill-driven ones.
PT modeling: projected PA is anchored to workload tier (full-time, regular, platoon, backup catcher) using historical role distributions.
Monte Carlo: N simulated seasons per player using projected mean + uncertainty, producing P10 / P50 / P90 distribution and bust%.
Confidence layers: four orthogonal multipliers: Roster (depth chart), Role (PT certainty), Sample (career PA), Market (consensus alignment). The Audit tab shows all four for every player.
VAR: Value Above Replacement at the player's primary position. Replacement levels are floored per position so SS scarcity doesn't artificially inflate stable middle infielders.
Tune component weights against historical seasons. Stored in session.
-
-
-
Walk-forward backtests, calibration quality, and benchmark comparisons. Run walk-forward first - most tools depend on its pair pool.
Projects every historical batter-season from prior data only. Reports RMSE, MAE, Spearman ρ, hit rates. Populates the pair pool other validators use.
Walk-forward over historical seasons. Reports RMSE, MAE, Spearman ρ, top-N hit rates.
Distribution, uncertainty, per-archetype performance, calibrated tiers, draft sim.
Load any rival projection or ADP source. Auto-detects player_name + rank / adp / projected.
Where the model finds value the market is missing.
Curated picks from current rankings.
Where the model has measurable advantage.
The safety layer. Realism, false-confidence, forensics - what to remove.
The most important governance tools. Output renders in Validation.
Per-era ablation, error clusters, bias, correlations, removals. Each tells you what to remove. Run walk-forward first.
The smallest model that retains predictive power. Every feature beats the burden of proof.
Live pipeline status and data freshness.
-
Last known status of each underlying data source.
Source status will appear once data has been refreshed.
Issues from the most recent data refresh, if any.
-
MVP, Cy Young, Rookie of the Year - historical winners with their stats, plus model-predicted current-season winners.
Predictions from the current 2026 projection model. Top candidates per award based on projected fantasy points + advanced-stat underlying. League assignment from current team.
Coaching rosters for every MLB team plus a multi-year Fantasy Points Above Average ranking of every MLB coach.
Findings article + all-time top-100 performer leaderboard from every World Baseball Classic (2006-2026).
A growing collection of fantasy baseball studies. Each card opens a detail page with the methodology, the data sources, and (where the data exists today) live computed findings.
Active player injuries, refreshed from upstream sources.
| Player | Team | Pos | Status | Explanation | Replacement |
|---|
Enter players for each side, one per line. Values use your scoring weights and injury-adjusted projections.
| Player | Pos | ProjPts | Status |
|---|
| Player | Pos | ProjPts | Status |
|---|
Every signal, formula, and data source the model uses for player evaluation - organized by product.
Configure your draft session. This stays on this device only.