MatchLab XI

Read the pitch. Pick your XI.

MatchLab XIAryan's workspace

Reading the pitch… loading match, squads, history and weather

Build XI

Harbour Hawks vs Deccan Dynamos

Synthetic demo

Demo League Match · T20 · Harbour Oval (fictional) · 20 Oct, 07:30 pm IST

11/11

players

99/100

credits

Rules confirmed

strict-compatible

Match context1st-inns avg 182 · 14 T20s · 25/25 credits

Venue

Harbour Oval (fictional)

1st-inns avg: 182
2nd-inns avg: 168
Chasing won: 43%
Sample: 14T20s

Weather at start

Synthetic fixture, no real weather.

Contest data

demo

Credits known25/25
Lineups confirmedHAW ✓ · DYN ✓
Values as of7 d ago

Synthetic demo contest (fictional credits)

Evidence sources (1)

Demo datasetSynthetic
Fictional teams, players, credits, history and results. Not real data.

History matched for 25/25 players · mean coverage 100%.

Wicketkeeper · 1
Batters · 4
All-rounders · 3
Bowlers · 3

Harbour Hawks Deccan Dynamos

Exact search · 30 nodes · optimal · forecast f1 · weights v1

Player pool (25)

ranking = projection × availability × evidence

Role	Cr	Proj.	±	Cov.	Rank	Status
AR	9.5	60.9	24.7	100%	60.91	In XI · C
BAT	10	55.9	25.3	100%	55.94	In XI · VC
BOWL	9	52.8	21.9	100%	52.75	In XI
AR	9	49.7	22.5	100%	49.68	In XI
BAT	9.5	48.8	22.9	100%	48.77	In XI
AR	8.5	47.9	21.4	100%	47.86	In XI
BAT	8.5	45.4	18	100%	45.39	In XI
BAT	8.5	44.4	17.3	100%	44.4	In XI
AR	8	43.3	18.4	100%	43.3	Best valid swap (for Ishan Corr) lowers team ranking score by 1.1.
AR	7.5	43.1	18.5	100%	43.14	Best valid swap (for Ishan Corr) lowers team ranking score by 1.3.
BOWL	9	43.1	18.2	100%	43.06	In XI
WK	9	42.3	19.8	100%	42.3	In XI
BOWL	8.5	41.5	18.8	100%	41.5	In XI
WK	8.5	39	19.6	100%	39.01	Best valid swap (for Varun Edge) lowers team ranking score by 3.3.
BAT	8	37.7	19.5	100%	37.71	Best valid swap (for Ishan Corr) lowers team ranking score by 6.7.
BOWL	8	37.2	16.6	100%	37.16	Best valid swap (for Owen Tarrant) lowers team ranking score by 4.3.
BOWL	7.5	35.9	15	100%	35.9	Best valid swap (for Owen Tarrant) lowers team ranking score by 5.6.
BOWL	7	34.2	17.7	100%	34.21	Best valid swap (for Owen Tarrant) lowers team ranking score by 7.3.
BAT	7.5	33.5	15.2	100%	33.5	Best valid swap (for Ishan Corr) lowers team ranking score by 10.9.
WK	7.5	29.7	15.7	100%	29.7	Best valid swap (for Varun Edge) lowers team ranking score by 12.6.
WK	7	29.7	16.3	100%	0	Not in the announced playing XI.
BAT	7	28.8	13.6	100%	0	Not in the announced playing XI.
BOWL	6.5	29	13.1	100%	0	Not in the announced playing XI.
AR	7	35.8	15.5	100%	0	Not in the announced playing XI.
BOWL	6.5	35.8	14.7	100%	0	Not in the announced playing XI.

Why this pick?

Highest-scoring valid XI under Dream11 T20 · strict-compatible (default) using forecast model f1 and weights v1. Captain and vice-captain are the two highest ranking scores in the XI.

Ravi Sandhu

Harbour Hawks ARconfirmed xi

9.5 Cr

60.9 pts

base projection

Captain · 2× points in this XI

Projected base

60.9 ± 24.7

± is typical spread, not a confidence interval

Evidence coverage

100%

History: Ravi Sandhu (synthetic)

Key reasons

Template from evidence

Top ranking score in the XI. Forecast 60.9 base pts (±24.7); recency-weighted 58.9 pts over last 5 t20(s); 61.8 pts avg in 4 t20(s) at harbour oval (fictional). Evidence coverage 100%.

Sources cited (3)

Ravi Sandhu: 20 recent T20(s)Recency-weighted 58.9 pts over last 5 T20(s). Involvement 29 balls/match recently vs 29 long-run. 61.8 pts avg in 4 T20(s) at Harbour Oval (fictional). Matched as "Ravi Sandhu" (synthetic). · Source: Synthetic demo history
Harbour Oval (fictional): 14 T20(s) in historyavg 1st-innings 182; avg 2nd-innings 168; chasing side won 43%; batting points index 1.12 (n=160); bowling points index 0.93 (n=90) · Source: Synthetic demo history
Ravi Sandhu vs opponent60.4 pts avg in 7 T20(s) vs Deccan Dynamos · Source: Synthetic demo history

Forecast inputs & formula · weights v1 · model f1

projected = role multiplier × Σ weight × factor; each factor is shrunk toward the player's baseline when the sample (n) is small.

Recent form · weight 45%59.7
Recency-weighted 58.9 pts over last 5 T20(s)n=5
Opportunity · weight 25%61.8
Involvement 29 balls/match recently vs 29 long-runn=20
Venue · weight 20%62.5
61.8 pts avg in 4 T20(s) at Harbour Oval (fictional)n=4
Matchup · weight 10%60.8
60.4 pts avg in 7 T20(s) vs Deccan Dynamosn=7

Consider instead

Yusuf Brant
8 Cr | 43.3 pts AR
Swap will be re-validated
Jory Teale
7.5 Cr | 43.1 pts AR
Swap will be re-validated

Ready to submitProjected 621.5 pts (C 2× · VC 1.5×)

All rules pass, lineups and rules confirmed.