Player stats

Balls with Incomplete Measurements 2021

Eligible balls missing speed, angle or both. These inputs are not filled in. The affected expected statistic is N/A, and the real appearance remains counted. MLBDB estimates describe recorded contact, not future performance.

Season

MLBDB estimates from recorded ball speed and angle. Every contact contribution needed by the statistic must be available. Missing or unsupported inputs remain N/A. These describe recorded contact, not future performance. Data through December 31, 2021. Data refreshed Sep 13, 2026, 2:31 PM UTC.

No. 1 / Balls with Incomplete Measurements / 2021

Tim Anderson

CWS

Season leader

Balls with Incomplete Measurements2021 season
#	Player	Team	Missing pairs
1	T. AndersonTim Anderson	CWS	7
2	A. RosarioAmed Rosario	CLE	6
3	J. RamírezJosé Ramírez	CLE	6
4	L. Robert Jr.Luis Robert Jr.	CWS	5
5	Y. MoncadaYoán Moncada	CWS	5
6	D. FletcherDavid Fletcher	LAA	5
7	M. CabreraMiguel Cabrera	DET	5
8	B. GardnerBrett Gardner	NYY	5
9	T. HernándezTeoscar Hernández	TOR	4
10	J. WalshJared Walsh	LAA	4
11	L. Gurriel Jr.Lourdes Gurriel Jr.	TOR	4
12	R. ArozarenaRandy Arozarena	TB	4
13	G. StantonGiancarlo Stanton	NYY	4
14	M. StrawMyles Straw	CLE	4
15	J. IglesiasJose Iglesias	BOS	4
16	J. CronenworthJake Cronenworth	SD	4
17	M. SemienMarcus Semien	TOR	4
18	S. OhtaniShohei Ohtani	LAA	4
19	F. ReyesFranmil Reyes	CLE	4
20	E. JiménezEloy Jiménez	CWS	4
21	R. GrichukRandal Grichuk	TOR	4
22	I. HappIan Happ	CHC	4
23	Ó. MercadoÓscar Mercado	CLE	4
24	J. UptonJustin Upton	LAA	4
25	V. Guerrero Jr.Vladimir Guerrero Jr.	TOR	3
26	A. RileyAustin Riley	ATL	3
27	A. JudgeAaron Judge	NYY	3
28	E. HosmerEric Hosmer	SD	3
29	D. LeMahieuDJ LeMahieu	NYY	3
30	T. WadeTyler Wade	NYY	3
31	D. CarlsonDylan Carlson	STL	3
32	C. HernándezCésar Hernández	CWS	3
33	J. MayfieldJack Mayfield	LAA	3
34	J. HeywardJason Heyward	CHC	3
35	R. OdorRougned Odor	NYY	3
36	A. HedgesAustin Hedges	CLE	3
37	A. GomberAustin Gomber	COL	3
38	T. TurnerTrea Turner	LAD	2
39	F. SchwindelFrank Schwindel	CHC	2
40	A. FrazierAdam Frazier	SD	2
41	B. ReynoldsBryan Reynolds	PIT	2
42	A. PollockAJ Pollock	LAD	2
43	B. NimmoBrandon Nimmo	NYM	2
44	J. SeguraJean Segura	PHI	2
45	B. RodgersBrendan Rodgers	COL	2
46	T. KempTony Kemp	OAK	2
47	R. TapiaRaimel Tapia	COL	2
48	J. CrawfordJ.P. Crawford	SEA	2
49	T. NaquinTyler Naquin	CIN	2
50	J. WendleJoey Wendle	TB	2

Missing pairs: Eligible balls missing speed, angle or both. These inputs are not filled in. The affected expected statistic is N/A, and the real appearance remains counted. MLBDB estimates describe recorded contact, not future performance.

Understanding Balls with Incomplete Measurements

Season rankings use regular-season records. A player has one combined row across teams; the team label identifies the associated team, not a separate team stint.

Source: MLB statistics and MLBDB derived measures. Formulas describe the measure above. Data refreshed Sep 13, 2026, 2:31 PM UTC.