Henry Ramos

LF Columbia Fireflies
Age 22 L/L 6'1" / 175 lbs A HR -15%K -8% Svc 0.0 · Ctrl thru 2037
Overview
APROSPECTMiLBFA 2038
MLB%0%
YearAgeLvl / TeamPAAVG/OBP/SLGHRSBwRC+WARMLE AVG/OBP/SLG
202419ROKKC140.260/.336/.3091930—.195/.248/.234
202520A/ROKKC319.224/.329/.30212239—.186/.265/.257
202621AKC426.258/.344/.37472068—.225/.290/.316
2027PROJMLE22MLBKC536.200/.267/.27851455-0.7
2028PROJ34% MLB23MLBKC127.205/.272/.2952362-0.5
Next 2 projected WAR -1.2Projected rows: MLB playing time only, park and league context applied.
ContractESTIMATED
Control thru2037Service0.0First FA2038
2027MiLB2028MiLB2029Ext$0.0M2030Ext$0.0M2031Ext$0.0M2032Ext$0.9M2033Ext$0.9M2034Ext$1.0M+3
Skills · percentileMiLB Statcast 2026 A
Z-Con%91
Speed79
K%73
Whiff%68
Chase%54
wOBA43
Career WAR0.0 WAR median (P10 0.0 / P90 0.0, comp-based) · star 0% · didn't stick 98%
CompsKier Meredith (age 22) · Jose Augusto Figueroa (age 22) · Jaden Rudd (age 21)
2027 FULL-SEASON PROJECTIONpark-neutral Marcel · 210 proj PA
wRC+†55
AVG/OBP/SLG.198 / .265 / .276
PA210
HR2
SB6
K%26
BB%8
ISO78
MLB%0%
Value2027 · WAR
BAT: -11.2 runs (wOBA-derived runs vs avg)-11BATRUN: +0.1 runs (SB/CS + UBR baserunning)+0RUNFLD: +0.0 runs (Defensive runs vs avg)+0FLDPOS: -2.2 runs (Positional adjustment)-2POSREP: +4.5 runs (Replacement-level credit)+5REPTotal WAR: -0.70-0.7WAR
trajectory · projected WAR by year
-0.7-0.52728
Tools · ContractCON 35 / POW 25
Toolsscout grade
CONTACT35
scouting grade only
POWER25
scouting grade only
EYE50
scouting grade only
SPEED55
scouting grade only
Contract ESTIMATED · service-time + WAR-based estimator (needs verification)
Status   MiLB
MLB Debut   2032
Service   0 yrs (est)
Team Control Through   2037
First FA Year   2038
YearStatusSalary Proj WAR Value Surplus
2027MiLBstill in minors · estimated debut 2032
2028MiLBstill in minors · estimated debut 2032
2029Extbeyond projection horizon · no WAR estimate
2030Extbeyond projection horizon · no WAR estimate
2031Extbeyond projection horizon · no WAR estimate
2032Extbeyond projection horizon · no WAR estimate
2033Extbeyond projection horizon · no WAR estimate
2034Extbeyond projection horizon · no WAR estimate
2035Extbeyond projection horizon · no WAR estimate
2036Extbeyond projection horizon · no WAR estimate
2037Extbeyond projection horizon · no WAR estimate
Totals $0.0M $0.0M +$0.0M

Career Stats + Projections

Real MLB stats plus park-adjusted projections — this season (so far / rest / full), then future seasons and career totals.
basis chips: RAW = as recorded · CTX = with park/league context · A+C = actual + context combined · MLE = level/park-neutral
Methodology▸ how these numbers are built

All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.

YearAge LvlTeam MLB% PAAB H2B3BHR BBSOHBP SBCS AVGOBPSLGOPS ISOBABIP K%BB% wOBAwRC+ BATRUNFLDPOSREP WAR
▸ Career — actual stats, one row per stint (as recorded, no adjustments)
202217 ROKDSL KC Glass — 196161 31600 30423 181 193330230560 37256 2115 273 9 — — — — — —
202318 ROKDSL Royals Blue — 196176 40943 16493 112 227303375678 148296 258 303 10 — — — — — —
202419 ROKACL Royals — 140123 32301 12372 93 260336309645 49356 269 294 30 — — — — — —
202520 AColumbia Fireflies — 277232 51831 34602 189 220325293618 73289 2212 280 41 — — — — — —
202520 ROKACL Royals — 4236 9210 6110 40 250357361718 111360 2614 329 28 — — — — — —
202621 AColumbia Fireflies — 426372 961067 45844 2012 258344374718 116313 2011 323 68 — — — — — —
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
202217 ROK MLEDSL KC Glass — 196170 20300 21513 181 118227135362 18167 2611 182 9 — — — — — —
202318 ROK MLEDSL Royals Blue — 196181 24521 11613 112 133195199394 66191 316 183 10 — — — — — —
202419 ROK MLEACL Royals — 140128 25201 7512 93 195248234483 39293 365 212 30 — — — — — —
202520 A MLEColumbia Fireflies — 277242 46831 24832 189 190269260529 70263 309 229 41 — — — — — —
202520 ROK MLEACL Royals — 4238 6110 4160 40 158238237475 79275 3810 210 28 — — — — — —
202621 A MLEColumbia Fireflies — 426386 87865 311144 2012 225290316606 91297 277 268 68 — — — — — —
202217 ROK MLEDSL KC Glass — 196170 20300 21513 181 118227135362 18165 2611 182 9 — — — — — —
202217 ROK RAWDSL KC Glass — 196161 31600 30423 181 193330230560 37256 2115 273 9 — — — — — —
202318 ROK MLEDSL Royals Blue — 196181 24521 11613 112 133195199394 66192 316 183 10 — — — — — —
202318 ROK RAWDSL Royals Blue — 196176 40943 16493 112 227303375678 148296 258 303 10 — — — — — —
202419 ROK MLEACL Royals — 140128 25201 7512 93 195248234483 39308 365 212 30 — — — — — —
202419 ROK RAWACL Royals — 140123 32301 12372 93 260336309645 49356 269 294 30 — — — — — —
202520 A MLE2 teams — 319281 52941 27992 229 185261256518 71279 318 226 39 — — — — — —
202520 A RAW2 teams — 319268 601041 40712 229 224329302631 78298 2213 287 39 — — — — — —
202621 A MLEColumbia Fireflies — 426386 87865 311144 2012 225290316606 91304 277 268 68 — — — — — —
202621 A RAWColumbia Fireflies — 426372 961067 45844 2012 258344374718 116313 2011 323 68 — — — — — —
202217 ROK MLEDSL KC Glass — 196170 20300 21513 181 118227135362 18167 2611 182 9 — — — — — —
202318 ROK MLEDSL Royals Blue — 196180 24521 11613 112 133195200395 67191 316 183 10 — — — — — —
202419 ROK MLEACL Royals — 140130 25201 7512 93 192248231479 38293 365 212 30 — — — — — —
202520 A MLE2 teams — 319287 52941 27992 229 181261251512 70265 318 226 39 — — — — — —
202621 A MLEColumbia Fireflies — 426388 87865 311144 2012 224290314604 90297 277 268 68 — — — — — —
▸ Model inputs — neutral MLE (past 3 seasons)
202419 ROK MLEACL Royals — 140130 25201 7512 93 192248231479 38293 365 212 30 — — — — — —
202520 A MLE2 teams — 319287 52941 27992 229 181261251512 70265 318 226 39 — — — — — —
202621 A MLEColumbia Fireflies — 426388 87865 311144 2012 224290314604 90297 277 268 68 — — — — — —
▸ 2027 season
▸ 2027 — full MLE projection (neutral park, full availability)
202722 MLB MLEKC 0% 536486 981455 411414 147 200267278545 78268 268 249 55 -29 +0 +0 -6 +12 -0.7
▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%)
202823 MLB MLEKC 34% 371336 701035 29953 105 206274299572 92270 268 260 62 -17 +0 +0 -4 +8 -1.3
202823 MLB CTXKC 34% 127115 24312 10331 32 205272295567 90269 268 258 62 -6 -0 +0 -1 +3 -0.5
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career— A+C — 127115 24312 10331 32 209278304582 96272 268 258 45 -6 -0 +0 -1 +3 -0.5
/ 162G— A+C — 650589 12215510 511695 1510 207276301576 93270 268 258 45 -29 -1 +0 -7 +14 -2.3
Career— MLE — 18581673 316421715 14252618 9635 189260261521 72263 288 235 45 -28 +0 +0 -6 +13 -2.2
/ 162G— MLE — 650585 1111565 501846 3412 190261262522 72264 288 235 45 -31 +0 +0 -7 +14 -2.5

How the minor-league lines were translated

One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.

2026 AColumbia Fireflies · 426 PAwOBA .317 → .268 (−49)K% 19.7% → 26.8%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA19.72%÷1.000×1.360——26.82%
BB% (unintentional) /PA10.56%÷1.000×0.690——7.29%
HBP% /PA0.94%—×0.780——0.73%
Singles /BIP25.35%÷1.000×0.920×1.049—24.47%
Doubles /BIP3.47%÷1.000×0.830×1.049—3.02%
Triples /BIP2.08%÷1.000×0.910×1.049—1.99%
Home runs /BIP2.43%÷1.000×0.800——1.94%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.049.

Result: wOBA .317 → .268; ISO .116 → .096; BABIP .313 → .297. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2025 AColumbia Fireflies · 277 PAwOBA .276 → .229 (−47)K% 21.7% → 30.0%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA21.66%÷0.982×1.360——29.99%
BB% (unintentional) /PA12.27%÷1.006×0.690—×1.0158.55%
HBP% /PA0.72%—×0.780—×1.0150.57%
Singles /BIP22.67%÷1.099×0.920×1.047×1.01520.17%
Doubles /BIP4.65%÷0.913×0.830×1.047×1.0154.49%
Triples /BIP1.74%÷0.937×0.910×1.047×1.0151.80%
Home runs /BIP0.58%÷1.086×0.800—×1.0150.43%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 120, 2B 83, 3B 87, K 96, BB 101 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.047.

Result: wOBA .276 → .229; ISO .073 → .068; BABIP .289 → .263. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2025 ROKACL Royals · 42 PAwOBA .321 → .210 (−111)K% 26.2% → 38.3%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA26.19%÷0.985×1.440——38.31%
BB% (unintentional) /PA14.29%÷0.971×0.620—×0.9858.99%
HBP% /PA0.00%—×0.720—×0.9850.00%
Singles /BIP24.00%÷1.019×0.820—×0.98519.02%
Doubles /BIP8.00%÷0.975×0.720—×0.9855.82%
Triples /BIP4.00%÷1.070×0.720—×0.9852.65%
Home runs /BIP0.00%÷0.939×0.780—×0.9850.00%

Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 88, 1B 104, 2B 95, 3B 114, K 97, BB 94 — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).

Result: wOBA .321 → .210; ISO .111 → .068; BABIP .360 → .275. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2024 ROKACL Royals · 140 PAwOBA .291 → .212 (−78)K% 26.4% → 36.7%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA26.43%÷1.036×1.440——36.72%
BB% (unintentional) /PA8.57%÷1.010×0.620—×0.9955.23%
HBP% /PA1.43%—×0.720—×0.9951.02%
Singles /BIP32.56%÷1.029×0.820×1.050×0.99527.10%
Doubles /BIP3.49%÷0.986×0.720×1.050×0.9952.66%
Triples /BIP0.00%÷0.979×0.720×1.050×0.9950.00%
Home runs /BIP1.16%÷0.949×0.780—×0.9950.95%

Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 90, 1B 106, 2B 97, 3B 96, K 107, BB 102 — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.

Result: wOBA .291 → .212; ISO .049 → .036; BABIP .356 → .293. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2023 DSLDSL Royals Blue · 196 PAwOBA .297 → .183 (−113)K% 25.0% → 31.2%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA25.00%÷0.977×1.220——31.22%
BB% (unintentional) /PA8.16%÷1.010×0.700—×0.9955.63%
HBP% /PA1.53%—×0.700—×0.9951.07%
Singles /BIP18.90%÷0.990×0.680×1.030×0.99513.31%
Doubles /BIP7.09%÷1.078×0.600×1.030×0.9954.04%
Triples /BIP3.15%÷1.149×0.600×1.030×0.9951.69%
Home runs /BIP2.36%÷0.903×0.470—×0.9951.22%

Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 81, 1B 98, 2B 116, 3B 130, K 95, BB 102 — applied at half strength. Age: age 19 vs a level average of 18.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.030.

Result: wOBA .297 → .183; ISO .148 → .077; BABIP .296 → .191. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).

2022 DSLDSL KC Glass · 196 PAwOBA .268 → .182 (−85)K% 21.4% → 26.0%
ComponentRawPark ÷Level factor ×GB/FB ×Age ×= MLE
K% /PA21.43%÷1.004×1.220——26.04%
BB% (unintentional) /PA14.80%÷0.996×0.700—×1.00810.48%
HBP% /PA1.53%—×0.700—×1.0081.08%
Singles /BIP21.01%÷1.018×0.680×1.010×1.00814.28%
Doubles /BIP5.04%÷1.136×0.600×1.010×1.0082.71%
Triples /BIP0.00%÷1.012×0.600×1.010×1.0080.00%
Home runs /BIP0.00%÷0.879×0.470—×1.0080.00%

Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 76, 1B 104, 2B 127, 3B 102, K 101, BB 99 — applied at half strength. Age: age 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.

Result: wOBA .268 → .182; ISO .037 → .021; BABIP .256 → .167. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).