Ryan Aguilar

PosRF

B/TL/L

Born1994-09-11

Age (2027)32

No MLB projection yet. Career stats below are historical.

Overview

AALAST SEASON 2023

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2021	26	AAMIL	258	.146/.286/.249	6	9	17	—	.119/.220/.199
2022	27	AALAA	364	.271/.416/.491	15	11	95	—	.222/.325/.384
2022	27	MLBLAA	26	.136/.240/.182	0	0	24	-0.5
2023	28	AALAA	80	.169/.316/.231	1	2	27	—	.145/.253/.203
2024	29	No MLB games played
2025	30	No MLB games played
2026	31	No MLB games played

Last 3 seasons WAR -0.5

Contract

No contract data on file.

Career Stats + Projections

Real MLB stats plus park-adjusted projections — this season (so far / rest / full), then future seasons and career totals.

show model inputsbasis 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.

Year	Age	Lvl	Team	MLB%	PA	AB	H	2B	3B	HR	BB	SO	HBP	SB	CS	AVG	OBP	SLG	OPS	ISO	BABIP	K%	BB%	wOBA	wRC+	BAT	RUN	FLD	POS	REP	WAR
▸ Career — actual stats, one row per stint (as recorded, no adjustments)
2016	21	ROK	Helena Brewers	—	197	163	41	12	0	2	31	38	0	9	2	252	371	362	733	110	315	19	16	333	46	—	—	—	—	—	—
2017	22	A	Wisconsin Timber Rattlers	—	409	350	72	8	4	2	49	96	2	7	2	206	307	269	575	63	276	23	12	267	28	—	—	—	—	—	—
2018	23	A+	Carolina Mudcats	—	506	430	96	21	9	8	64	138	2	5	1	223	327	370	696	147	306	27	13	310	30	—	—	—	—	—	—
2019	24	AA	Biloxi Shuckers	—	81	72	17	2	0	3	8	24	0	2	2	236	312	389	701	153	311	30	10	312	49	—	—	—	—	—	—
2019	24	A+	Carolina Mudcats	—	440	357	97	22	0	9	70	118	10	10	1	272	405	409	814	137	379	27	16	370	59	—	—	—	—	—	—
2021	26	AA	Biloxi Shuckers	—	258	213	31	4	0	6	37	90	5	9	1	146	286	249	535	103	214	35	14	256	17	—	—	—	—	—	—
2022	27	MLB	Los Angeles Angels	—	26	22	3	1	0	0	2	14	1	0	0	136	240	182	422	45	333	54	8	201	24	-2	+0	+1	-4	+1	-0.5
2022	27	AA	Rocket City Trash Pandas	—	364	291	79	13	3	15	66	103	6	11	3	271	416	491	907	220	368	28	18	403	95	—	—	—	—	—	—
2023	28	AA	Rocket City Trash Pandas	—	80	65	11	1	0	1	11	31	3	2	1	169	316	231	547	62	294	39	14	267	27	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	26	22	3	1	0	0	2	14	1	0	0	136	240	182	422	45	333	54	8	201	22	-2	+0	+1	-4	+1	-0.6
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2016	21	ROK MLE	Helena Brewers	—	197	175	32	9	0	1	19	55	0	9	2	183	263	251	514	69	253	28	10	236	46	—	—	—	—	—	—
2017	22	A MLE	Wisconsin Timber Rattlers	—	409	368	64	7	3	1	31	130	2	7	2	174	242	217	459	43	255	32	8	210	28	—	—	—	—	—	—
2018	23	A+ MLE	Carolina Mudcats	—	506	457	70	13	6	6	37	202	2	5	1	153	220	247	467	94	246	40	7	213	30	—	—	—	—	—	—
2019	24	AA MLE	Biloxi Shuckers	—	81	75	15	2	0	2	5	30	0	2	2	200	250	307	557	107	282	37	6	241	49	—	—	—	—	—	—
2019	24	A+ MLE	Carolina Mudcats	—	440	386	73	13	0	7	41	173	10	10	1	189	284	277	561	88	313	39	9	255	59	—	—	—	—	—	—
2021	26	AA MLE	Biloxi Shuckers	—	258	226	27	3	0	5	24	112	5	9	1	119	220	199	419	80	197	43	9	193	17	—	—	—	—	—	—
2022	27	MLB MLE	Los Angeles Angels	—	26	22	3	1	0	0	2	14	1	0	0	136	240	182	422	45	333	54	8	203	24	-2	+0	+1	-4	+1	-0.5
2022	27	AA MLE	Rocket City Trash Pandas	—	364	315	70	12	3	11	42	123	6	11	3	222	325	384	709	162	319	34	12	309	95	—	—	—	—	—	—
2023	28	AA MLE	Rocket City Trash Pandas	—	80	69	10	1	0	1	7	37	3	2	1	145	253	203	456	58	263	46	9	208	27	—	—	—	—	—	—
2016	21	ROK MLE	Helena Brewers	—	197	175	32	9	0	1	19	55	0	9	2	183	263	251	514	69	258	28	10	236	46	—	—	—	—	—	—
2016	21	ROK RAW	Helena Brewers	—	197	163	41	12	0	2	31	38	0	9	2	252	371	362	733	110	315	19	16	333	46	—	—	—	—	—	—
2017	22	A MLE	Wisconsin Timber Rattlers	—	409	368	64	7	3	1	31	130	2	7	2	174	242	217	459	43	264	32	8	210	28	—	—	—	—	—	—
2017	22	A RAW	Wisconsin Timber Rattlers	—	409	350	72	8	4	2	49	96	2	7	2	206	307	269	575	63	276	23	12	267	28	—	—	—	—	—	—
2018	23	A+ MLE	Carolina Mudcats	—	506	457	70	13	6	6	37	202	2	5	1	153	220	247	467	94	253	40	7	213	30	—	—	—	—	—	—
2018	23	A+ RAW	Carolina Mudcats	—	506	430	96	21	9	8	64	138	2	5	1	223	327	370	696	147	306	27	13	310	30	—	—	—	—	—	—
2019	24	A+ MLE	2 teams	—	521	460	88	15	0	9	47	203	10	12	3	191	280	283	563	91	316	39	9	253	57	—	—	—	—	—	—
2019	24	A+ RAW	2 teams	—	521	429	114	24	0	12	78	142	10	12	3	266	391	406	796	140	368	27	15	361	57	—	—	—	—	—	—
2021	26	AA MLE	Biloxi Shuckers	—	258	226	27	3	0	5	24	112	5	9	1	119	220	199	419	80	202	43	9	193	17	—	—	—	—	—	—
2021	26	AA RAW	Biloxi Shuckers	—	258	213	31	4	0	6	37	90	5	9	1	146	286	249	535	103	214	35	14	256	17	—	—	—	—	—	—
2022	27	AA MLE	2 teams	—	390	337	73	13	3	11	44	137	7	11	3	217	320	371	691	154	325	35	11	302	90	—	—	—	—	—	—
2022	27	AA RAW	2 teams	—	390	313	82	14	3	15	68	117	7	11	3	262	405	470	874	208	366	30	17	389	90	—	—	—	—	—	—
2023	28	AA MLE	Rocket City Trash Pandas	—	80	69	10	1	0	1	7	37	3	2	1	145	253	203	456	58	281	46	9	208	27	—	—	—	—	—	—
2023	28	AA RAW	Rocket City Trash Pandas	—	80	65	11	1	0	1	11	31	3	2	1	169	316	231	547	62	294	39	14	267	27	—	—	—	—	—	—
2016	21	ROK MLE	Helena Brewers	—	197	176	32	9	0	1	19	55	0	9	2	182	263	250	513	68	253	28	10	236	46	—	—	—	—	—	—
2017	22	A MLE	Wisconsin Timber Rattlers	—	409	373	64	7	3	1	31	130	2	7	2	172	242	214	456	43	255	32	8	210	28	—	—	—	—	—	—
2018	23	A+ MLE	Carolina Mudcats	—	506	462	70	13	6	6	37	202	2	5	1	152	220	245	464	93	246	40	7	213	30	—	—	—	—	—	—
2019	24	A+ MLE	2 teams	—	521	459	88	15	0	9	47	203	10	12	3	192	280	283	564	92	308	39	9	253	57	—	—	—	—	—	—
2021	26	AA MLE	Biloxi Shuckers	—	258	227	27	3	0	5	24	112	5	9	1	119	220	198	418	79	197	43	9	193	17	—	—	—	—	—	—
2022	27	AA MLE	2 teams	—	390	336	73	13	3	11	44	137	7	11	3	217	320	372	692	155	320	35	11	302	90	—	—	—	—	—	—
2023	28	AA MLE	Rocket City Trash Pandas	—	80	70	10	1	0	1	7	37	3	2	1	143	253	200	453	57	263	46	9	208	27	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	26	22	3	1	0	0	2	14	1	0	0	136	240	182	422	45	333	54	8	201	46	-2	+0	+1	-4	+1	-0.6
/ 162G	—	A+C		—	650	550	75	25	0	0	50	350	25	0	0	136	240	182	422	45	333	54	8	201	46	-60	+0	+15	-104	+14	-13.8
Career	—	MLE		—	2361	2092	364	61	12	34	209	876	29	55	13	174	258	263	522	89	276	37	9	236	46	-2	+0	+1	-4	+1	-0.6
/ 162G	—	MLE		—	650	576	100	17	3	9	58	241	8	15	4	174	259	260	519	87	277	37	9	236	46	-60	+0	+15	-104	+14	-13.8

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.

2023 AARocket City Trash Pandas · 80 PAwOBA .265 → .208 (−57)K% 38.8% → 45.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	38.75%	÷1.032	×1.220	—	—	45.83%
BB% (unintentional) /PA	13.75%	÷1.017	×0.680	—	×0.958	8.80%
HBP% /PA	3.75%	—	×0.840	—	×0.958	3.02%
Singles /BIP	26.47%	÷0.985	×0.920	—	×0.958	23.69%
Doubles /BIP	2.94%	÷0.910	×0.910	—	×0.958	2.82%
Triples /BIP	0.00%	÷0.900	×0.880	—	×0.958	0.00%
Home runs /BIP	2.94%	÷0.970	×0.800	—	×0.958	2.32%

Factors used: league row SL. Park (home-season share, regressed): HR 94, 1B 97, 2B 82, 3B 80, K 106, BB 103 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average).

Result: wOBA .265 → .208; ISO .062 → .051; BABIP .294 → .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).

2022 AARocket City Trash Pandas · 364 PAwOBA .394 → .309 (−85)K% 28.3% → 33.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	28.30%	÷1.023	×1.220	—	—	33.74%
BB% (unintentional) /PA	18.13%	÷1.041	×0.680	—	×0.968	11.47%
HBP% /PA	1.65%	—	×0.840	—	×0.968	1.34%
Singles /BIP	25.53%	÷1.020	×0.920	×1.010	×0.968	22.52%
Doubles /BIP	6.91%	÷0.978	×0.910	×1.010	×0.968	6.29%
Triples /BIP	1.60%	÷0.900	×0.880	×1.010	×0.968	1.53%
Home runs /BIP	7.98%	÷1.131	×0.800	—	×0.968	5.46%

Factors used: league row SL. Park (home-season share, regressed): HR 126, 1B 104, 2B 96, 3B 80, K 105, BB 108 — applied at half strength. Age: age 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.

Result: wOBA .394 → .309; ISO .220 → .172; BABIP .368 → .319. 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).

2021 AABiloxi Shuckers · 258 PAwOBA .250 → .193 (−57)K% 34.9% → 43.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	34.88%	÷0.980	×1.220	—	—	43.41%
BB% (unintentional) /PA	14.34%	÷1.033	×0.690	—	×0.978	9.37%
HBP% /PA	1.94%	—	×0.850	—	×0.978	1.61%
Singles /BIP	17.07%	÷0.993	×0.940	×1.036	×0.978	16.38%
Doubles /BIP	3.25%	÷1.124	×0.870	×1.036	×0.978	2.55%
Triples /BIP	0.00%	÷1.000	×0.920	×1.036	×0.978	0.00%
Home runs /BIP	4.88%	÷0.929	×0.780	—	×0.978	4.00%

Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 99, 2B 125, 3B 100, K 96, BB 107 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.036.

Result: wOBA .250 → .193; ISO .103 → .080; BABIP .214 → .197. 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).

2019 A+Carolina Mudcats · 440 PAwOBA .362 → .255 (−106)K% 26.8% → 39.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	26.82%	÷0.967	×1.420	—	—	39.37%
BB% (unintentional) /PA	15.45%	÷1.010	×0.630	—	×0.978	9.42%
HBP% /PA	2.27%	—	×0.860	—	×0.978	1.91%
Singles /BIP	27.62%	÷0.978	×0.940	×0.950	×0.978	24.65%
Doubles /BIP	9.21%	÷1.183	×0.830	×0.950	×0.978	6.00%
Triples /BIP	0.00%	÷1.096	×0.800	×0.950	×0.978	0.00%
Home runs /BIP	3.77%	÷1.082	×0.900	—	×0.978	3.06%

Factors used: league row CAR. Park (home-season share, regressed): HR 116, 1B 96, 2B 137, 3B 119, K 93, BB 102 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .362 → .255; ISO .137 → .092; BABIP .379 → .313. 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).

2019 AABiloxi Shuckers · 81 PAwOBA .303 → .241 (−62)K% 29.6% → 37.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	29.63%	÷0.975	×1.220	—	—	37.06%
BB% (unintentional) /PA	9.88%	÷1.006	×0.680	—	×0.998	6.66%
HBP% /PA	0.00%	—	×0.840	—	×0.998	0.00%
Singles /BIP	25.00%	÷0.984	×0.920	—	×0.998	23.32%
Doubles /BIP	4.17%	÷1.092	×0.910	—	×0.998	3.47%
Triples /BIP	0.00%	÷1.124	×0.880	—	×0.998	0.00%
Home runs /BIP	6.25%	÷1.018	×0.800	—	×0.998	4.90%

Factors used: league row SL. Park (home-season share, regressed): HR 104, 1B 97, 2B 118, 3B 125, K 95, BB 101 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average).

Result: wOBA .303 → .241; ISO .153 → .115; BABIP .311 → .282. 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).

2018 A+Carolina Mudcats · 506 PAwOBA .301 → .213 (−88)K% 27.3% → 39.9%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	27.27%	÷0.970	×1.420	—	—	39.92%
BB% (unintentional) /PA	11.66%	÷0.990	×0.630	—	×0.988	7.33%
HBP% /PA	0.40%	—	×0.860	—	×0.988	0.34%
Singles /BIP	19.86%	÷1.066	×0.940	×0.977	×0.988	16.92%
Doubles /BIP	7.19%	÷1.150	×0.830	×0.977	×0.988	5.01%
Triples /BIP	3.08%	÷0.979	×0.800	×0.977	×0.988	2.43%
Home runs /BIP	2.74%	÷1.010	×0.900	—	×0.988	2.41%

Factors used: league row CAR. Park (home-season share, regressed): HR 102, 1B 113, 2B 130, 3B 96, K 94, BB 98 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.977.

Result: wOBA .301 → .213; ISO .147 → .106; BABIP .306 → .246. 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).

2017 AWisconsin Timber Rattlers · 409 PAwOBA .262 → .210 (−52)K% 23.5% → 31.7%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	23.47%	÷1.008	×1.360	—	—	31.65%
BB% (unintentional) /PA	11.98%	÷1.082	×0.690	—	×0.990	7.56%
HBP% /PA	0.49%	—	×0.780	—	×0.990	0.38%
Singles /BIP	22.83%	÷0.974	×0.920	×1.006	×0.990	21.50%
Doubles /BIP	3.15%	÷0.940	×0.830	×1.006	×0.990	2.77%
Triples /BIP	1.57%	÷1.081	×0.910	×1.006	×0.990	1.32%
Home runs /BIP	0.79%	÷1.164	×0.800	—	×0.990	0.54%

Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 133, 1B 95, 2B 88, 3B 116, K 102, BB 116 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.006.

Result: wOBA .262 → .210; ISO .063 → .050; BABIP .276 → .255. 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).

2016 ROKHelena Brewers · 197 PAwOBA .327 → .236 (−91)K% 19.3% → 27.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.29%	÷1.000	×1.440	—	—	27.78%
BB% (unintentional) /PA	15.74%	÷1.000	×0.610	—	×0.975	9.36%
HBP% /PA	0.00%	—	×0.720	—	×0.975	0.00%
Singles /BIP	21.60%	÷1.000	×0.820	×1.048	×0.975	18.11%
Doubles /BIP	9.60%	÷1.000	×0.720	×1.048	×0.975	7.07%
Triples /BIP	0.00%	÷1.000	×0.720	×1.048	×0.975	0.00%
Home runs /BIP	1.60%	÷1.000	×0.750	—	×0.975	1.17%

Factors used: league row PIO. 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 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.048.

Result: wOBA .327 → .236; ISO .110 → .080; BABIP .315 → .253. 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).