Ace rate — full ATP & WTA ranking

Leader

Martin Damm

17.4 aces per 100 serve points

963 players

#	Player	Value	Pctl	Sample
1	Martin Damm#100	17.4	100.0	119
2	MC Maxime Cressy	16.3	99.9	59
3	ET Evgenii Tiurnev	15.8	99.8	35
4	LH Lloyd Harris	15.0	99.7	90
5	Borna Gojo	14.8	99.6	76
6	Petr Bar Biryukov	14.7	99.5	105
7	BZ Beibit Zhukayev	14.6	99.4	133
8	MS Marat Sharipov	14.2	99.3	99
9	TC Tibo Colson	13.8	99.2	93
10	JW James Watt	13.1	99.1	42
11	TH Trey Hilderbrand	13.0	99.0	56
12	Saba Purtseladze	12.8	98.9	111
13	Luka Pavlovic	12.6	98.8	91
14	MK Milos Karol	12.5	98.6	96
15	OP Oskar Brostrom Poulsen	12.4	98.5	32
16	BE Blake Ellis	12.3	98.4	73
17	DS Dhakshineswar Suresh	12.3	98.3	42
18	TF Thomas Fancutt	12.2	98.2	41
19	RS Ryan Seggerman	12.1	98.1	72
20	HS Hamish Stewart	12.0	98.0	119
21	AB Arthur Bouquier	12.0	97.9	63
22	Alec Deckers	12.0	97.8	53
23	JV Jiri Vesely	11.9	97.7	57
24	DP Dominik Palan	11.9	97.6	82
25	HH Hady Habib	11.5	97.5	107
26	JT James Trotter	11.5	97.4	131
27	Yosuke Watanuki	11.5	97.3	72
28	BJ Ben Jones	11.5	97.2	70
29	Tristan Schoolkate	11.5	97.1	177
30	GL George Loffhagen	11.3	97.0	67
31	KI Karim Ibrahim	11.3	96.9	53
32	CW Coleman Wong	11.3	96.8	163
33	JD Jake Delaney	11.2	96.7	104
34	Erik Arutiunian	11.2	96.6	68
35	LC Luca Castelnuovo	11.2	96.5	79
36	NV Niels Visker	11.2	96.4	85
37	Otto Virtanen#114	11.2	96.3	126
38	Marc Andrea Huesler	11.1	96.2	126
39	JK Jerome Kym	11.1	96.0	100
40	RR Ramkumar Ramanathan	11.1	95.9	62
41	Pierre Hugues Herbert	11.1	95.8	126
42	KO Karlis Ozolins	11.0	95.7	43
43	EE Elmar Ejupovic	11.0	95.6	50
44	Emilio Nava#106	11.0	95.5	171
45	JL Joris De Loore	10.9	95.4	61
46	JM James Mccabe	10.8	95.3	136
47	DS Digvijay Pratap Singh	10.7	95.2	51
48	NP Nicolas Parizzia	10.6	95.1	37
49	NMIColin Sinclair	10.6	95.0	91
50	Patrick Kypson#112	10.6	94.9	131

Minimum 30 matches with serve statistics. Below that the figure is noise and publishing it would be faking precision. Each family of metrics carries its own counter — 200 matches is not 200 tiebreaks.
Window. Every match since 2024 — that is where serve statistics begin in this database; before that there are none.
One division at a time. A player belongs to the Challenger/ITF division when more than half of their matches since 2024 are played there. Mixing the two ranks schedules rather than players: the raw list of closers was headed by an ITF player at 100% over twenty matches.
Not a betting signal. It describes a player, not a price. Our own prediction engine is measured against the market and loses: 0.632 log loss against 0.593.

Leader

17.4 aces per 100 serve points

963 players

#	Player	Value	Pctl	Sample
1	Martin Damm#100	17.4	100.0	119
2	MC Maxime Cressy	16.3	99.9	59
3	ET Evgenii Tiurnev	15.8	99.8	35
4	LH Lloyd Harris	15.0	99.7	90
5	Borna Gojo	14.8	99.6	76
6	Petr Bar Biryukov	14.7	99.5	105
7	BZ Beibit Zhukayev	14.6	99.4	133
8	MS Marat Sharipov	14.2	99.3	99
9	TC Tibo Colson	13.8	99.2	93
10	JW James Watt	13.1	99.1	42
11	TH Trey Hilderbrand	13.0	99.0	56
12	Saba Purtseladze	12.8	98.9	111
13	Luka Pavlovic	12.6	98.8	91
14	MK Milos Karol	12.5	98.6	96
15	OP Oskar Brostrom Poulsen	12.4	98.5	32
16	BE Blake Ellis	12.3	98.4	73
17	DS Dhakshineswar Suresh	12.3	98.3	42
18	TF Thomas Fancutt	12.2	98.2	41
19	RS Ryan Seggerman	12.1	98.1	72
20	HS Hamish Stewart	12.0	98.0	119
21	AB Arthur Bouquier	12.0	97.9	63
22	Alec Deckers	12.0	97.8	53
23	JV Jiri Vesely	11.9	97.7	57
24	DP Dominik Palan	11.9	97.6	82
25	HH Hady Habib	11.5	97.5	107
26	JT James Trotter	11.5	97.4	131
27	Yosuke Watanuki	11.5	97.3	72
28	BJ Ben Jones	11.5	97.2	70
29	Tristan Schoolkate	11.5	97.1	177
30	GL George Loffhagen	11.3	97.0	67
31	KI Karim Ibrahim	11.3	96.9	53
32	CW Coleman Wong	11.3	96.8	163
33	JD Jake Delaney	11.2	96.7	104
34	Erik Arutiunian	11.2	96.6	68
35	LC Luca Castelnuovo	11.2	96.5	79
36	NV Niels Visker	11.2	96.4	85
37	Otto Virtanen#114	11.2	96.3	126
38	Marc Andrea Huesler	11.1	96.2	126
39	JK Jerome Kym	11.1	96.0	100
40	RR Ramkumar Ramanathan	11.1	95.9	62
41	Pierre Hugues Herbert	11.1	95.8	126
42	KO Karlis Ozolins	11.0	95.7	43
43	EE Elmar Ejupovic	11.0	95.6	50
44	Emilio Nava#106	11.0	95.5	171
45	JL Joris De Loore	10.9	95.4	61
46	JM James Mccabe	10.8	95.3	136
47	DS Digvijay Pratap Singh	10.7	95.2	51
48	NP Nicolas Parizzia	10.6	95.1	37
49	NMIColin Sinclair	10.6	95.0	91
50	Patrick Kypson#112	10.6	94.9	131

Minimum 30 matches with serve statistics. Below that the figure is noise and publishing it would be faking precision. Each family of metrics carries its own counter — 200 matches is not 200 tiebreaks.
Window. Every match since 2024 — that is where serve statistics begin in this database; before that there are none.
One division at a time. A player belongs to the Challenger/ITF division when more than half of their matches since 2024 are played there. Mixing the two ranks schedules rather than players: the raw list of closers was headed by an ITF player at 100% over twenty matches.
Not a betting signal. It describes a player, not a price. Our own prediction engine is measured against the market and loses: 0.632 log loss against 0.593.