Strategy

Plans built only from the evidence.

Every line below is a measured split or record from the data, with the sample behind it. Nothing here is a prediction.

Ainna Hamizah Hashim, Women's T20I

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Bowling to them: where to attack

New at the crease (first 15 balls): balls per dismissal of 21, 1 below their balls per dismissal of 23 on all balls faced (-6%) — allowing for sample size, that change is in the bottom 8% of comparable players (their median change: +8%) — 762 balls faced.
Sample: 762 balls · high confidence
Middle (7-15): strike rate of 61.8, 6.1 below their strike rate of 67.9 on all balls faced (-9%) — allowing for sample size, that change is in the bottom 15% of comparable players (their median change: -1%) — 505 balls faced.
Sample: 505 balls · high confidence
Powerplay (1-6): average of 13.1, 2.2 below their average of 15.3 on all balls faced (-14%) — allowing for sample size, that change is in the bottom 16% of comparable players (their median change: +4%) — 581 balls faced.
Sample: 581 balls · high confidence
Chasing: average of 9.8, 5.5 below their average of 15.3 on all balls faced (-36%) — allowing for sample size, that change is in the bottom 3% of comparable players (their median change: -3%) — 418 balls faced.
Sample: 418 balls · medium confidence
Spin: average of 11.1, 4.2 below their average of 15.3 on all balls faced (-27%) — allowing for sample size, that change is in the bottom 11% of comparable players (their median change: -6%) — 404 balls faced.
Sample: 404 balls · medium confidence
Off break: average of 7.4, 7.9 below their average of 15.3 on all balls faced (-51%) — allowing for sample size, that change is in the bottom 1% of comparable players (their median change: -2%) — 190 balls faced.
Sample: 190 balls · low confidence

Bowling to them: what to avoid

Batting first: average of 19.9, 4.6 above their average of 15.3 on all balls faced (+30%) — allowing for sample size, that change is in the top 6% of comparable players (their median change: +3%) — 823 balls faced.
Sample: 823 balls · high confidence
Nepal: average of 27.8, 12.5 above their average of 15.3 on all balls faced (+81%) — allowing for sample size, that change is in the top 10% of comparable players (their median change: +1%) — 358 balls faced.
Sample: 358 balls · medium confidence
Settling in (balls 16-40): balls per dismissal of 25, 2 above their balls per dismissal of 23 on all balls faced (+10%) — allowing for sample size, that change is in the top 19% of comparable players (their median change: -6%) — 396 balls faced.
Sample: 396 balls · medium confidence
Death (16-20): average of 25.0, 9.7 above their average of 15.3 on all balls faced (+63%) — allowing for sample size, that change is in the top 3% of comparable players (their median change: -8%) — 155 balls faced.
Sample: 155 balls · low confidence
Death (16-20): strike rate of 96.8, 28.8 above their strike rate of 67.9 on all balls faced (+42%) — allowing for sample size, that change is in the top 28% of comparable players (their median change: +13%) — 155 balls faced.
Sample: 155 balls · low confidence

Batting against them: where they leak

No bowling weakness clears the thresholds in this format.

Batting against them: where they are strongest

Right-handed batters: average of 20.5, 3.6 below their average of 24.1 on all balls bowled (-15%) — allowing for sample size, that change is in the top 1% of comparable players (their median change: -1%) — 1091 balls bowled.
Sample: 1,091 balls · high confidence
Nepal: average of 19.8, 4.3 below their average of 24.1 on all balls bowled (-18%) — allowing for sample size, that change is in the top 22% of comparable players (their median change: -1%) — 316 balls bowled.
Sample: 316 balls · low confidence

Their batting against each bowling type and phase

Bowling type
Bowling type	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Right-arm medium	520	342	22	15.55	65.77	58.8%	5.0%
Off break	190	119	16	7.44	62.63	58.4%	5.3%
Slow left-arm orthodox	119	71	3	23.67	59.66	65.5%	6.7%
Left-arm medium	104	87	1	87.00	83.65	55.8%	9.6%
Leg break	71	41	3	13.67	57.75	70.4%	8.5%
Right-arm fast-medium	67	42	6	7.00	62.69	70.1%	9.0%

Phase
Phase	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Powerplay (1-6)	581	381	29	13.14

Their bowling by batter hand and phase

Batter
Batter	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Right-handed batters	1,091	943	46	20.50	5.19	23.7	49.6%	7.8%
Left-handed batters	235	276	3	92.00	7.05	78.3	48.1%	15.7%

Phase
Phase	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Powerplay (1-6)	749	645	23	28.04	5.17	32.6	56.5%	9.5%
Middle (7-15)	312	279	11	25.36	5.37	28.4	43.6%	7.4%
Death (16-20)	290	305	17	17.94	6.31	17.1	39.3%	10.0%