BetaT20 data 2008–2024

Stump Analytics

Cricket intelligence. Ball by ball.

PFF-style batting grades for every IPL delivery since 2008. Six dimensions. Every innings graded. The most granular public batting analysis in cricket.

SREStrike Rate EfficiencyBAIBoundary Aggression IndexDBRDot Ball ResistancePCPhase ContributionDQDecision Quality

IPL SA20 PSL BBL The Hundred

PSL Batting Leaderboard

49 batters · min. 2 innings

#	Batter	Grade↓	Inn	SRE	BAI	DBR	PC	DQ
1	AM Arafat Minhas	85.5	2	92.9	100.0	73.2	98.1	56.5
2	SW Billings	77.4	2	82.5	50.0	70.5	81.5	59.5
3	SPD Smith	73.2	2	77.3	86.2	66.7	75.4	59.0
4	AF Abdullah Fazal	69.1	2	50.0	0.0	32.1	0.0	65.0
5	HK Hassan Khan	68.8	2	83.8	50.0	45.6	66.4	53.0
6	DJ Mitchell	68.7	2	74.8	70.8	77.0	67.0	51.0
7	MR Mohammad Rizwan	66.0	2	63.2	93.3	55.7	60.1	56.5
8	SH Shamyl Hussain	65.9	3	71.8	78.8	46.9	67.6	58.3
9	MS Maaz Sadaqat	64.7	2	50.0	50.0	36.1	49.2	48.5
10	SM Sameer Minhas	64.1	2	67.1	65.9	66.9	63.6	60.5
11	SK Shadab Khan	62.4	2	44.3	50.0	34.5	36.9	52.5
12	SF Sahibzada Farhan	61.1	2	45.8	50.0	32.3	38.4	50.0
13	SM Shan Masood	60.8	2	70.4	50.0	46.1	37.8	48.0
14	JR Philippe	60.4	2	39.1	50.0	38.7	33.1	51.0
15	AS Abdullah Shafique	60.3	2	29.8	50.0	25.6	28.7	60.5
16	KG Kamran Ghulam	60.3	2	55.6	91.2	40.4	57.4	49.0
17	YK Yasir Khan	59.1	2	62.0	50.0	53.0	58.5	48.5
18	AA Abbas Afridi	58.8	2	0.0	0.0	0.0	0.0	65.0
19	SS Saud Shakeel	58.5	3	42.7	66.7	32.3	40.3	51.0
20	DA Warner	58.0	3	56.1	66.7	50.3	53.3	48.3
21	Sikandar Raza	57.1	2	65.5	50.0	48.8	68.9	49.0
22	AS Agha Salman	57.1	3	49.3	53.0	23.7	47.2	47.3
23	IK Irfan Khan	55.3	3	37.1	52.5	43.5	42.1	51.0
24	SA Saim Ayub	54.7	3	35.4	66.7	28.3	36.9	43.7
25	AK Azam Khan	53.9	3	58.1	33.3	68.4	62.7	56.3
26	TK Curran	52.6	3	35.6	44.5	38.8	43.8	48.3
27	UK Usman Khan	52.5	3	60.8	33.3	40.3	40.9	45.3
28	FZ Fakhar Zaman	52.3	2	29.2	50.0	20.9	28.0	48.5
29	WM Waseem Muhammad	52.2	3	47.2	33.3	28.6	43.7	47.3
30	MN Muhammad Naeem	51.8	2	55.8	50.0	42.4	55.6	50.5
31	AJ Turner	51.1	2	36.2	16.9	45.7	32.0	48.5
32	HN Hassan Nawaz	50.5	3	51.5	36.6	58.0	56.9	57.3
33	ML M Labuschagne	49.3	3	49.6	18.3	65.9	31.0	50.7
34	SA Shaheen Shah Afridi	49.1	2	0.0	0.0	0.0	0.0	48.5
35	AS Joseph	49.1	2	0.0	0.0	0.0	0.0	48.5
36	BM BR McDermott	48.2	3	25.6	33.3	34.8	27.1	48.3
37	SB Saad Baig	48.0	2	43.6	67.6	25.7	46.2	53.0
38	AG AGS Gous	47.8	2	28.7	0.0	21.1	26.0	45.0
39	MM Ali	47.0	3	33.6	33.3	30.9	36.2	49.0
40	RR Rossouw	44.7	2	27.5	16.8	28.3	24.4	41.5
41	HK Haseebullah Khan	44.0	2	46.4	17.7	63.0	48.2	56.5
42	DP Conway	42.6	2	34.9	64.1	20.5	43.3	48.0
43	KN Khawaja Nafay	41.3	3	20.8	33.3	17.8	17.9	43.3
44	KS Khushdil Shah	39.6	3	25.9	0.0	62.6	34.5	49.7
45	AD Ahmed Daniyal	37.7	2	4.7	0.0	34.8	15.6	48.5
46	PE Parvez Hossain Emon	34.7	2	43.1	0.0	46.5	44.5	46.0
47	HA Hammad Azam	34.1	2	25.5	0.0	65.8	36.9	41.0
48	SA Saad Ali	31.4	2	31.7	0.0	56.2	36.9	44.0
49	RP Meredith	21.2	2	5.3	0.0	28.4	23.2	65.0

Grade key:Elite75+Good60–74Average45–59Poor<45

How Batting Grades Work

Every delivery is graded across 5 dimensions. Each dimension produces a 0–100 score adjusted for match context, opposition quality, and phase. The overall grade is a weighted composite of all dimensions.

SREStrike Rate Efficiency

Scoring rate relative to match context — phase, pitch, and opposition bowling quality. Scoring faster than expected scores higher.

BAIBoundary Aggression Index

Proportion and quality of boundaries hit. Boundaries in pressure moments and against quality bowling are weighted more.

DBRDot Ball Resistance

Ability to avoid dot balls. Adjusted for bowling quality — rotating strike against elite death bowling scores higher than against part-timers.

PCPhase Contribution

Contribution across powerplay, middle overs, and death. Rewards batters who perform in the phase their team needs most.

DQDecision Quality

Shot selection and risk management. Penalises false shots and poor dismissals, rewards controlled aggression.