16 pitchers with a real velocity change, 8 more whose stuff or command has moved, 8 hitters with a measurable skill shift.
The inputs, not the results. A pitcher who has lost velocity is a different pitcher before his ERA catches up, and a hitter whose contact quality has shifted is a different hitter before his batting average agrees.
Year-over-year on the primary fastball, for pitchers with at least 100 of them in both seasons. Velocity is the earliest and least ambiguous signal an arm gives you: it moves for physical reasons and it stabilises faster than any result stat. A full mile per hour is roughly the tenth percentile of the league, real, not drift.
| Pitcher | Pos | Pitch | 2025 | 2026 | Change | Whiff% | Our rank |
|---|---|---|---|---|---|---|---|
| John King | RP | SI | 93.0 | 90.4 | -2.6 mph | 15.8 | #479 |
| Lucas Giolito | SP | FF | 93.3 | 90.8 | -2.5 mph | 16.7 | #1331 |
| Jeremiah Estrada | RP | FF | 97.9 | 95.8 | -2.1 mph | 27.8 | #761 |
| Bailey Ober | SP | FF | 90.3 | 88.2 | -2.1 mph | 15.1 | #306 |
| Luis García | RP | SI | 96.9 | 95.0 | -1.9 mph | 9.4 | #799 |
| Bryan Abreu | RP | FF | 97.3 | 95.4 | -1.9 mph | 26.7 | #433 |
| Kirby Yates | RP | FF | 92.8 | 90.9 | -1.9 mph | 31.6 | #660 |
| Reid Detmers | SP+RP | FF | 95.8 | 94.1 | -1.7 mph | 22.0 | #85 |
The same measure the other way. Added velocity on a starter often means a mechanical change or a role change; on a reliever it is usually the shorter outings doing the work.
| Pitcher | Pos | Pitch | 2025 | 2026 | Change | Whiff% | Our rank |
|---|---|---|---|---|---|---|---|
| Kyle Hart | RP | SI | 91.4 | 93.8 | +2.4 mph | 12.3 | #631 |
| Antonio Senzatela | RP | FF | 95.0 | 97.3 | +2.3 mph | 29.5 | #445 |
| Chris Murphy | RP | FF | 94.3 | 96.3 | +2.0 mph | 28.2 | #797 |
| Camilo Doval | RP | SI | 96.6 | 98.5 | +1.9 mph | 18.1 | #683 |
| Yoendrys Gómez | SP+RP | FF | 93.8 | 95.7 | +1.9 mph | 24.6 | #252 |
| Roki Sasaki | SP | FF | 96.1 | 97.9 | +1.8 mph | 20.4 | #368 |
| Ryan Yarbrough | RP | FC | 83.2 | 85.0 | +1.8 mph | 18.6 | #644 |
| Adrian Morejon | RP | SI | 97.7 | 99.5 | +1.8 mph | 20.0 | #314 |
Stuff+, Location+ and Pitching+ measure the pitch itself rather than what the hitter did with it, so they move before the ERA and before the strikeout rate. This is a slower read than velocity and a broader one: it catches a new slider or a command gain that the radar gun never sees. Ordered by the size of the change, then by where the arm sits on our board.
| Player | Pos | Change | What moved | Score | Our rank |
|---|---|---|---|---|---|
| Emerson Hancock | SP+RP | Transformational Change | Stuff+ +11; Pitching+ +14; Location+ +7.1 | 100 | #124 |
| Griffin Jax | SP+RP | Transformational Change | Stuff+ −12; Whiff% −6.3; Pitching+ −12 | 100 | #235 |
| Adrian Morejon | RP | Transformational Change | SI velocity (mph) +1.8; Whiff% +9.0; Pitching+ +12 | 100 | #314 |
| Roki Sasaki | SP | Transformational Change | New pitch: SL +21; FF velocity (mph) +1.8; Stuff+ +19 | 100 | #368 |
| Didier Fuentes | SP+RP | Transformational Change | New pitch: SL +23; FF velocity (mph) +1.2; Pitching+ +14 | 100 | #415 |
| Reynaldo López | SP+RP | Transformational Change | New pitch: SL +31; FF velocity (mph) −1.4; Whiff% +19 | 100 | #431 |
| Antonio Senzatela | RP | Transformational Change | FF velocity (mph) +2.3; Stuff+ +17; Pitching+ +14 | 100 | #445 |
| Ryan Rolison | RP | Transformational Change | FF velocity (mph) +1.7; New pitch: ST +14; Pitching+ +12 | 100 | #463 |
Contact quality and swing decisions, the parts of a hitting line that settle before the results do.
| Player | Pos | Change | What moved | Score | Our rank |
|---|---|---|---|---|---|
| Jordan Walker | OF | Major Change | xwOBA +0.076; xSLG +0.119; xBA +0.069 | 63 | #50 |
| Cal Raleigh | C/DH | Major Change | xwOBA −0.076; xSLG −0.175; xBA −0.051 | 63 | #199 |
| Nathaniel Lowe | 1B | Major Change | xwOBA +0.048; xSLG +0.091; xBA +0.044 | 63 | #437 |
| JJ Bleday | OF | Major Change | xwOBA +0.088; xSLG +0.116; xBA +0.056 | 63 | #180 |
| George Springer | DH/OF | Major Change | xwOBA −0.097; xSLG −0.194; xBA −0.061 | 63 | #165 |
| Salvador Perez | DH/C/1B | Major Change | xwOBA −0.059; xSLG −0.124; xBA −0.041 | 63 | #168 |
| Blaze Alexander | 3B/OF/2B/SS | Major Change | xwOBA +0.056; xSLG +0.093; xBA +0.097 | 62 | #374 |
| Brandon Nimmo | OF | Major Change | xwOBA +0.050; xSLG +0.079; xBA +0.039 | 62 | #171 |
Roki Sasaki added a slider graded at +21 and 1.8 mph on the four-seam, and his Stuff+ moved 19 points. That is the change most likely to turn into results, because it is three things pointing the same direction rather than one noisy reading. A pitcher who was working off a fastball and a splitter now has a third pitch that grades as a real weapon, and the fastball he throws it off is harder than it was. The rank of 368 is the tell: the projection is still carrying the innings and the walk rate, not the new arsenal. If the slider is a genuine third pitch, that rank is too low by a wide margin.
The case against is the obvious one, and it is strong. Stuff+ measures the pitch, not the strike. Sasaki's problem was never that hitters squared up the fastball; it was that he could not locate it, and none of the numbers above say his command improved. A new slider that he cannot land in the zone is a chase pitch with nothing behind it, and a harder fastball thrown to the backstop is still a ball. So the falsifier is specific: watch the walk rate and the first-pitch strike rate over his next four or five starts. If he is still walking hitters at the same clip, the stuff gain buys you a strikeout or two per outing and nothing in ERA or WHIP. Add him in anything deeper than shallow mixed, and accept that the downside is a few weeks of ratio damage before you cut him.
Adrian Morejon is the cleaner version of the same idea and I would take him at 314 without much argument. The sinker is up 1.8 mph to 99.5, the whiff rate jumped nine points, and Pitching+ moved 12. Velocity and whiffs rising together is the single most reliable pairing on this list, because one confirms the other. The relief-role risk is real and the ranking already reflects it. The skill is not the question.
Now the one that will amount to nothing. Antonio Senzatela shows up with 2.3 mph on the four-seam, a 17-point Stuff+ gain and a 14-point Pitching+ gain, listed as transformational, and he is ranked 445. Ignore it. A velocity spike on a pitcher moving to relief is the most common false positive there is: short outings buy you velocity almost automatically, and the stuff grade rises because the sample is now one inning at a time against fewer hitters. The change is real and it is also almost entirely a role change. If he starts appearing in multi-inning work and holds 97.3, I will revisit. He will not.
The hitter side is where the ranking genuinely has no idea, since none of these xwOBA moves are in the projection. Cal Raleigh is the one that should make people uncomfortable: xwOBA down 0.076 and xSLG down 0.175. That is not a slump, that is the contact quality behind the power falling apart, and Raleigh is a player whose entire fantasy value is the slugging. George Springer's decline is even larger at 0.097 of xwOBA and 0.194 of xSLG, but Springer is a fringe roster piece in most formats and Raleigh is a first-round catcher.
The decision on Raleigh is to shop him now, while the name and the position still carry the price. If the barrels come back inside a month, you gave up a small edge. If they do not, you sold the most expensive declining asset in the league at full value.
Velocity is the most trustworthy line here. It stabilises quickly, it moves for physical reasons, and a starter who has genuinely lost a mile per hour is usually telling you something before the ERA does. It is measured on the primary fastball only, and only for arms with a real sample in both seasons.
The stuff and command section is a descriptive layer and is not part of our projection, and neither is the hitter section. Neither has been validated into the rankings and we do not pretend otherwise: where these and the board disagree, that is something to watch rather than a correction to either.
Low-confidence signals are excluded from both sections, a little under half the feed. A small reading off a handful of batted balls or a few dozen pitches is noise wearing a decimal point.
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.