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.

R Ashwin, Men's T20I

No batting weakness clears the thresholds in this format.

No batting strength clears the thresholds in this format.

Right-handed batters: economy of 7.45, 0.44 above their economy of 7.00 on all balls bowled (+6%) — allowing for sample size, that change is in the bottom 4% of comparable players (their median change: -1%) — 796 balls bowled.
Sample: 796 balls · high confidence
Powerplay (1-6): economy of 7.56, 0.56 above their economy of 7.00 on all balls bowled (+8%) — allowing for sample size, that change is in the bottom 9% of comparable players (their median change: -2%) — 396 balls bowled.
Sample: 396 balls · medium confidence

Left-handed batters: economy of 6.40, 0.60 below their economy of 7.00 on all balls bowled (-9%) — allowing for sample size, that change is in the top 4% of comparable players (their median change: +2%) — 584 balls bowled.
Sample: 584 balls · medium confidence
Middle (7-15): economy of 6.57, 0.44 below their economy of 7.00 on all balls bowled (-6%) — allowing for sample size, that change is in the top 23% of comparable players (their median change: -2%) — 791 balls bowled.
Sample: 791 balls · high confidence

Not enough balls: splits are shown from 60 balls faced.

Phase
Phase	Balls	Runs	Outs	Avg	SR	Dot %	4s+6s %
Death (16-20)	114	142	6	23.67	124.56	28.1%	14.0%

Batter
Batter	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Right-handed batters	796	988	40	24.70	7.45	19.9	37.2%	12.8%
Left-handed batters	584	623	27	23.07	6.40	21.6	43.8%	11.0%

Phase
Phase	Balls	Runs	Wkts	Avg	Econ	Balls/wkt	Dot %	4s+6s %
Middle (7-15)	791	866	33	26.24	6.57	24.0	36.9%	9.7%
Powerplay (1-6)	396	499	17	29.35	7.56	23.3	46.5%	15.7%
Death (16-20)	193	246	17	14.47	7.65	11.4	39.4%	14.0%