Ian Miller

PosCF

B/TL/R

Born1992-02-21

Age (2027)35

No MLB projection yet. Career stats below are historical.

Overview

AAALAST SEASON 2021

Year	Age	Lvl / Team	PA	AVG/OBP/SLG	HR	SB	wRC+	WAR	MLE AVG/OBP/SLG
2018	26	AAA/INTL2 orgs	684	.260/.338/.342	6	42	76	—	.238/.291/.300
2019	27	AAAWSH	514	.264/.350/.431	11	35	74	—	.221/.281/.355
2019	27	MLBMIN	17	.176/.176/.235	0	0	9	0.1
2021	29	AAA/INTL2 orgs	457	.255/.337/.334	3	25	64	—	.232/.283/.303
2022	30	No MLB games played
2023	31	No MLB games played
2024	32	No MLB games played
2025	33	No MLB games played
2026	34	No MLB games played

Last 3 seasons WAR 0.1

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)
2013	21	ROK	Pulaski Mariners	—	176	155	46	5	0	1	16	29	3	14	6	297	374	348	722	52	360	16	9	330	57	—	—	—	—	—	—
2014	22	A	Clinton LumberKings	—	185	166	45	5	4	0	16	35	0	16	2	271	335	349	685	78	338	19	9	306	65	—	—	—	—	—	—
2015	23	AA	Jackson Generals	—	384	347	88	13	5	0	29	53	1	29	13	254	313	320	633	66	295	14	8	284	67	—	—	—	—	—	—
2015	23	A+	Bakersfield Blaze	—	171	159	47	5	2	0	10	34	1	21	5	296	341	352	693	57	376	20	6	313	63	—	—	—	—	—	—
2015	23	INTL	Cangrejeros de Santurce	—	97	85	22	3	0	0	9	14	1	8	2	259	337	294	631	35	306	14	9	289	82	—	—	—	—	—	—
2016	24	AA	Jackson Generals	—	494	430	109	8	7	0	45	54	7	49	3	253	334	305	639	51	287	11	9	290	67	—	—	—	—	—	—
2017	25	AAA	Tacoma Rainiers	—	177	168	45	4	2	0	5	33	2	13	1	268	297	315	613	48	333	19	3	275	51	—	—	—	—	—	—
2017	25	AA	Arkansas Travelers	—	384	344	112	18	3	4	28	69	6	30	4	326	386	430	816	105	393	18	7	362	99	—	—	—	—	—	—
2018	26	AAA	Tacoma Rainiers	—	478	422	110	16	3	2	43	89	5	33	9	261	336	327	663	66	322	19	9	301	63	—	—	—	—	—	—
2018	26	INTL	Tomateros de Culiacan	—	206	181	47	5	2	4	21	44	2	9	3	260	343	376	719	116	319	21	10	324	105	—	—	—	—	—	—
2019	27	MLB	Minnesota Twins	—	17	17	3	1	0	0	0	3	0	0	0	176	176	235	412	59	214	18	0	182	9	-2	+0	+1	+2	+0	0.1
2019	27	AAA	Rochester Red Wings	—	514	450	119	30	6	11	51	89	8	35	7	264	350	431	781	167	304	17	10	346	74	—	—	—	—	—	—
2021	29	AAA	Iowa Cubs	—	413	368	96	14	4	3	37	75	5	20	1	261	337	345	682	84	317	18	9	310	62	—	—	—	—	—	—
2021	29	INTL	Yaquis de Obregon	—	44	36	7	1	0	0	3	9	5	5	1	194	341	222	563	28	259	20	7	284	78	—	—	—	—	—	—
▸ Career Totals (raw MLB only — historical actual)
MLB Career	—			—	17	17	3	1	0	0	0	3	0	0	0	176	176	235	412	59	214	18	0	182	9	-2	+0	+1	+2	+0	0.1
▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents)
2013	21	ROK MLE	Pulaski Mariners	—	176	161	39	4	0	1	10	41	3	14	6	242	299	286	585	43	308	23	6	253	57	—	—	—	—	—	—
2014	22	A MLE	Clinton LumberKings	—	185	172	42	4	4	0	10	47	0	16	2	244	286	314	600	70	324	25	5	264	65	—	—	—	—	—	—
2015	23	AA MLE	Jackson Generals	—	384	356	89	12	5	0	20	66	1	29	13	250	292	312	604	62	297	17	5	267	67	—	—	—	—	—	—
2015	23	A+ MLE	Bakersfield Blaze	—	171	162	42	4	2	0	7	46	1	21	5	259	294	309	603	49	355	27	4	261	63	—	—	—	—	—	—
2016	24	AA MLE	Jackson Generals	—	494	445	112	9	6	0	30	66	7	49	3	252	309	299	608	47	282	13	6	267	67	—	—	—	—	—	—
2017	25	AAA MLE	Tacoma Rainiers	—	177	170	42	3	2	0	3	41	2	13	1	247	269	288	557	41	321	23	2	244	51	—	—	—	—	—	—
2017	25	AA MLE	Arkansas Travelers	—	384	352	103	15	2	3	20	86	6	30	4	293	341	372	713	80	369	22	5	315	99	—	—	—	—	—	—
2018	26	AAA MLE	Tacoma Rainiers	—	478	437	104	15	3	2	28	111	5	33	9	238	291	300	591	62	305	23	6	262	63	—	—	—	—	—	—
2019	27	MLB MLE	Minnesota Twins	—	17	17	3	1	0	0	0	3	0	0	0	176	176	235	412	59	214	18	0	182	9	-2	+0	+1	+2	+0	0.1
2019	27	AAA MLE	Rochester Red Wings	—	514	470	104	23	5	10	31	107	8	35	7	221	281	355	636	134	259	21	6	278	74	—	—	—	—	—	—
2021	29	AAA MLE	Iowa Cubs	—	413	383	89	13	4	2	22	87	5	20	1	232	283	303	586	70	288	21	5	260	62	—	—	—	—	—	—
2013	21	ROK MLE	Pulaski Mariners	—	176	161	39	4	0	1	10	41	3	14	6	242	299	286	585	43	319	23	6	253	57	—	—	—	—	—	—
2013	21	ROK RAW	Pulaski Mariners	—	176	155	46	5	0	1	16	29	3	14	6	297	374	348	722	52	360	16	9	330	57	—	—	—	—	—	—
2014	22	A MLE	Clinton LumberKings	—	185	172	42	4	4	0	10	47	0	16	2	244	286	314	600	70	331	25	5	264	65	—	—	—	—	—	—
2014	22	A RAW	Clinton LumberKings	—	185	166	45	5	4	0	16	35	0	16	2	271	335	349	685	78	338	19	9	306	65	—	—	—	—	—	—
2015	23	AA MLE	3 teams	—	652	607	154	20	8	0	32	132	3	58	20	254	294	313	607	59	321	20	5	265	66	—	—	—	—	—	—
2015	23	AA RAW	3 teams	—	652	591	157	21	7	0	48	101	3	58	20	266	324	325	649	59	317	15	7	292	66	—	—	—	—	—	—
2016	24	AA MLE	Jackson Generals	—	494	445	112	9	6	0	30	66	7	49	3	252	309	299	608	47	292	13	6	267	67	—	—	—	—	—	—
2016	24	AA RAW	Jackson Generals	—	494	430	109	8	7	0	45	54	7	49	3	253	334	305	639	51	287	11	9	290	67	—	—	—	—	—	—
2017	25	AA MLE	2 teams	—	561	522	146	19	4	3	23	128	8	43	5	280	320	349	669	69	362	23	4	293	84	—	—	—	—	—	—
2017	25	AA RAW	2 teams	—	561	512	157	22	5	4	33	102	8	43	5	307	358	393	751	86	373	18	6	334	84	—	—	—	—	—	—
2018	26	AAA MLE	2 teams	—	684	627	148	22	4	2	40	159	7	42	12	236	289	293	583	57	309	23	6	262	63	—	—	—	—	—	—
2018	26	AAA RAW	2 teams	—	684	603	157	21	5	6	64	133	7	42	12	260	338	342	680	81	321	19	9	308	63	—	—	—	—	—	—
2019	27	AAA MLE	2 teams	—	531	487	107	24	5	10	31	110	8	35	7	220	278	351	629	131	261	21	6	275	72	—	—	—	—	—	—
2019	27	AAA RAW	2 teams	—	531	467	122	31	6	11	51	92	8	35	7	261	344	424	768	163	301	17	10	341	72	—	—	—	—	—	—
2021	29	AAA MLE	2 teams	—	457	420	97	14	4	2	24	96	10	25	2	231	289	298	586	67	292	21	5	260	62	—	—	—	—	—	—
2021	29	AAA RAW	2 teams	—	457	404	103	15	4	3	40	84	10	25	2	255	337	334	671	79	312	18	9	307	62	—	—	—	—	—	—
2013	21	ROK MLE	Pulaski Mariners	—	176	161	39	4	0	1	10	41	3	14	6	242	299	286	585	43	308	23	6	253	57	—	—	—	—	—	—
2014	22	A MLE	Clinton LumberKings	—	185	173	42	4	4	0	10	47	0	16	2	243	286	312	598	69	324	25	5	264	65	—	—	—	—	—	—
2015	23	AA MLE	3 teams	—	652	612	154	20	8	0	32	132	3	58	20	252	294	310	605	59	315	20	5	265	66	—	—	—	—	—	—
2016	24	AA MLE	Jackson Generals	—	494	454	112	9	6	0	30	66	7	49	3	247	309	293	602	46	282	13	6	267	67	—	—	—	—	—	—
2017	25	AA MLE	2 teams	—	561	525	146	19	4	3	23	128	8	43	5	278	320	347	667	69	354	23	4	293	84	—	—	—	—	—	—
2018	26	AAA MLE	2 teams	—	684	632	148	22	4	2	40	159	7	42	12	234	289	291	580	57	305	23	6	262	63	—	—	—	—	—	—
2019	27	AAA MLE	2 teams	—	531	487	107	24	5	10	31	110	8	35	7	220	278	351	629	131	258	21	6	275	72	—	—	—	—	—	—
2021	29	AAA MLE	2 teams	—	457	420	97	14	4	2	24	96	10	25	2	231	289	298	586	67	288	21	5	260	62	—	—	—	—	—	—
▸ Career Totals
▸ Career totals — MLB only (actual + projected)
Career	—	A+C		—	17	17	3	1	0	0	0	3	0	0	0	176	176	235	412	59	214	18	0	182	68	-2	+0	+1	+2	+0	0.1
/ 162G	—	A+C		—	650	650	114	38	0	0	0	115	0	0	0	175	175	234	409	58	213	18	0	182	68	-70	+0	+21	+73	+14	3.8
Career	—	MLE		—	3740	3441	845	116	35	18	200	779	46	282	57	246	296	315	611	70	309	21	5	269	68	-2	+0	+1	+2	+0	0.1
/ 162G	—	MLE		—	650	598	146	20	6	3	35	135	8	49	10	244	295	313	608	69	308	21	5	269	68	-70	+0	+21	+73	+14	3.8

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.

2021 AAAIowa Cubs · 413 PAwOBA .301 → .260 (−41)K% 18.2% → 21.1%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.16%	÷1.032	×1.200	—	—	21.11%
BB% (unintentional) /PA	7.99%	÷1.023	×0.690	—	×0.982	5.29%
HBP% /PA	1.21%	—	×0.940	—	×0.982	1.12%
Singles /BIP	25.60%	÷1.039	×0.930	×1.039	×0.982	23.37%
Doubles /BIP	4.78%	÷0.963	×0.830	×1.039	×0.982	4.20%
Triples /BIP	1.37%	÷0.988	×0.920	×1.039	×0.982	1.30%
Home runs /BIP	1.02%	÷1.081	×0.700	—	×0.982	0.65%

Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 108, 2B 93, 3B 98, K 106, BB 105 — applied at half strength. Age: age 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.039.

Result: wOBA .301 → .260; ISO .084 → .071; BABIP .317 → .288. 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 AAARochester Red Wings · 514 PAwOBA .339 → .278 (−61)K% 17.3% → 20.8%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.32%	÷0.999	×1.200	—	—	20.80%
BB% (unintentional) /PA	9.73%	÷1.095	×0.690	—	×1.003	6.15%
HBP% /PA	1.56%	—	×0.940	—	×1.003	1.47%
Singles /BIP	19.94%	÷0.982	×0.930	×0.950	×1.003	18.00%
Doubles /BIP	8.31%	÷1.063	×0.830	×0.950	×1.003	6.18%
Triples /BIP	1.66%	÷1.150	×0.970	×0.950	×1.003	1.34%
Home runs /BIP	3.05%	÷0.958	×0.840	—	×1.003	2.68%

Factors used: league row IL. Park (home-season share, regressed): HR 92, 1B 96, 2B 113, 3B 130, K 100, BB 119 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.

Result: wOBA .339 → .278; ISO .167 → .138; BABIP .304 → .259. 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 AAATacoma Rainiers · 478 PAwOBA .295 → .262 (−33)K% 18.6% → 23.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.62%	÷1.031	×1.290	—	—	23.29%
BB% (unintentional) /PA	8.79%	÷1.103	×0.710	—	×1.018	5.76%
HBP% /PA	1.05%	—	×0.980	—	×1.018	1.04%
Singles /BIP	26.73%	÷1.006	×0.900	×1.034	×1.018	25.18%
Doubles /BIP	4.80%	÷0.885	×0.810	×1.034	×1.018	4.63%
Triples /BIP	0.90%	÷0.900	×0.810	×1.034	×1.018	0.85%
Home runs /BIP	0.60%	÷0.918	×0.780	—	×1.018	0.52%

Factors used: league row PCL. Park (home-season share, regressed): HR 84, 1B 101, 2B 77, 3B 80, K 106, BB 121 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.034.

Result: wOBA .295 → .262; ISO .066 → .063; BABIP .322 → .305. 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 AAArkansas Travelers · 384 PAwOBA .356 → .315 (−41)K% 18.0% → 22.5%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	17.97%	÷0.973	×1.220	—	—	22.53%
BB% (unintentional) /PA	7.29%	÷1.005	×0.700	—	×0.998	5.07%
HBP% /PA	1.56%	—	×0.870	—	×0.998	1.36%
Singles /BIP	31.64%	÷0.974	×0.920	×1.021	×0.998	30.47%
Doubles /BIP	6.55%	÷0.993	×0.840	×1.021	×0.998	5.64%
Triples /BIP	1.09%	÷1.150	×0.940	×1.021	×0.998	0.91%
Home runs /BIP	1.45%	÷1.024	×0.800	—	×0.998	1.13%

Factors used: league row TL. Park (home-season share, regressed): HR 105, 1B 95, 2B 99, 3B 130, 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.021.

Result: wOBA .356 → .315; ISO .105 → .086; BABIP .393 → .369. 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 AAATacoma Rainiers · 177 PAwOBA .265 → .244 (−21)K% 18.6% → 23.4%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	18.64%	÷1.028	×1.290	—	—	23.38%
BB% (unintentional) /PA	2.26%	÷0.979	×0.710	—	×1.033	1.69%
HBP% /PA	1.13%	—	×0.980	—	×1.033	1.14%
Singles /BIP	28.89%	÷0.978	×0.900	×1.023	×1.033	28.10%
Doubles /BIP	2.96%	÷0.988	×0.810	×1.023	×1.033	2.57%
Triples /BIP	1.48%	÷0.900	×0.810	×1.023	×1.033	1.41%
Home runs /BIP	0.00%	÷0.963	×0.780	—	×1.033	0.00%

Factors used: league row PCL. Park (home-season share, regressed): HR 93, 1B 96, 2B 98, 3B 80, K 106, BB 96 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.023.

Result: wOBA .265 → .244; ISO .048 → .042; BABIP .333 → .321. 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 AAJackson Generals · 494 PAwOBA .284 → .267 (−17)K% 10.9% → 13.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	10.93%	÷1.001	×1.220	—	—	13.32%
BB% (unintentional) /PA	8.91%	÷1.011	×0.680	—	×1.012	6.06%
HBP% /PA	1.42%	—	×0.840	—	×1.012	1.20%
Singles /BIP	25.00%	÷0.989	×0.920	×1.047	×1.012	24.65%
Doubles /BIP	2.13%	÷0.889	×0.910	×1.047	×1.012	2.31%
Triples /BIP	1.86%	÷1.138	×0.880	×1.047	×1.012	1.53%
Home runs /BIP	0.00%	÷0.992	×0.800	—	×1.012	0.00%

Factors used: league row SL. Park (home-season share, regressed): HR 98, 1B 98, 2B 78, 3B 128, K 100, BB 102 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.047.

Result: wOBA .284 → .267; ISO .051 → .049; BABIP .287 → .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).

2015 AAJackson Generals · 384 PAwOBA .278 → .267 (−10)K% 13.8% → 17.3%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	13.80%	÷0.973	×1.220	—	—	17.31%
BB% (unintentional) /PA	7.03%	÷0.950	×0.680	—	×1.027	5.17%
HBP% /PA	0.26%	—	×0.840	—	×1.027	0.22%
Singles /BIP	23.81%	÷0.974	×0.920	×1.044	×1.027	24.12%
Doubles /BIP	4.42%	÷1.032	×0.910	×1.044	×1.027	4.18%
Triples /BIP	1.70%	÷0.900	×0.880	×1.044	×1.027	1.78%
Home runs /BIP	0.00%	÷0.890	×0.800	—	×1.027	0.00%

Factors used: league row SL. Park (home-season share, regressed): HR 78, 1B 95, 2B 106, 3B 80, K 95, BB 90 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.044.

Result: wOBA .278 → .267; ISO .066 → .066; BABIP .295 → .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).

2015 A+Bakersfield Blaze · 171 PAwOBA .305 → .261 (−44)K% 19.9% → 27.0%

Component	Raw	Park ÷	Level factor ×	GB/FB ×	Age ×	= MLE
K% /PA	19.88%	÷0.988	×1.340	—	—	26.98%
BB% (unintentional) /PA	5.85%	÷0.999	×0.710	—	×0.998	4.15%
HBP% /PA	0.58%	—	×0.790	—	×0.998	0.46%
Singles /BIP	32.00%	÷0.995	×0.910	×1.040	×0.998	30.39%
Doubles /BIP	4.00%	÷0.930	×0.820	×1.040	×0.998	3.66%
Triples /BIP	1.60%	÷0.900	×0.760	×1.040	×0.998	1.40%
Home runs /BIP	0.00%	÷1.077	×0.920	—	×0.998	0.00%

Factors used: league row CAL. Park (home-season share, regressed): HR 115, 1B 99, 2B 86, 3B 80, K 98, BB 100 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.040.

Result: wOBA .305 → .261; ISO .057 → .048; BABIP .376 → .355. 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).

Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .