Bahrain Grand Prix

System is automatically estimating the next qualifying order from history, practice data and signals.

Now Predicting

Qualifying

Weekend Format

Standard

Sessions Online

none

Generated: 2026-04-05T07:11:36Z

Why This Is Active Now

Qualifying has not been completed yet, so the system is estimating the next starting order. Because the season is still young, the model is blending 75% of 2026 data with 25% of 2025 data.

Technical Details

Season Blend

75% Season 2026 / 25% Season 2025

Target Session

Grid Source

simulation

Signals

Simulations

6000

Output Type

qualifying

Generated

2026-04-05T07:11:36Z

Input Weights

history_driver

66.67%

history_team

33.33%

Input Availability

fp1

FP1

Missing

Configured weight: 15.00%

fp2

FP2

Missing

Configured weight: 20.00%

fp3

FP3

Missing

Configured weight: 20.00%

signals

Missing

Configured weight: 15.00%

history_driver

Used

Configured weight: 20.00%

history_team

Used

Configured weight: 10.00%

Predictions

Dry scenario

LEC

Ferrari

Pole: 38.07%

Front Row: 66.35%

RUS

Mercedes

Pole: 35.32%

Front Row: 63.98%

ANT

Mercedes

Pole: 16.20%

Front Row: 37.33%

#	Driver	Pole	Front Row	Top 10	Expected	Weekend Delta
1	LECFerrari	38.07%	66.35%	100.00%	2.19	+0.00
2	RUSMercedes	35.32%	63.98%	100.00%	2.27	+0.00
3	ANTMercedes	16.20%	37.33%	100.00%	3.11	+0.00
4	HAMFerrari	5.92%	17.52%	100.00%	4.00	+0.00
5	NORMcLaren	3.48%	10.57%	99.98%	4.53	+0.00
6	VERRed Bull Racing	1.02%	4.23%	99.87%	5.33	+0.00
7	GASAlpine	0.00%	0.02%	95.00%	7.73	+0.00
8	LAWRacing Bulls	0.00%	0.00%	87.13%	8.64	+0.00
9	PIAMcLaren	0.00%	0.00%	83.53%	8.94	+0.00
10	HADRed Bull Racing	0.00%	0.00%	50.92%	10.77	+0.00
11	LINRacing Bulls	0.00%	0.00%	30.92%	11.97	+0.00
12	BEAHaas F1 Team	0.00%	0.00%	15.28%	13.39	+0.00
13	SAIWilliams	0.00%	0.00%	9.58%	14.14	+0.00
14	OCOHaas F1 Team	0.00%	0.00%	7.82%	14.30	+0.00
15	HULAudi	0.00%	0.00%	7.02%	14.51	+0.00
16	BORAudi	0.00%	0.00%	7.22%	14.52	+0.00
17	CRAAston Martin	0.00%	0.00%	4.27%	15.21	+0.00
18	COLAlpine	0.00%	0.00%	1.47%	16.26	+0.00
19	PERCadillac	0.00%	0.00%	0.00%	19.55	+0.00
20	ALOAston Martin	0.00%	0.00%	0.00%	19.89	+0.00
21	ALBWilliams	0.00%	0.00%	0.00%	21.20	+0.00
22	BOTCadillac	0.00%	0.00%	0.00%	21.57	+0.00
23	STRAston Martin	0.00%	0.00%	0.00%	21.97	+0.00

LEC

Ferrari

Pole: 38.07%

Front Row: 66.35%

Top 10: 100.00%

Expected Position: 2.19

Weekend Delta: +0.00

RUS

Mercedes

Pole: 35.32%

Front Row: 63.98%

Top 10: 100.00%

Expected Position: 2.27

Weekend Delta: +0.00

ANT

Mercedes

Pole: 16.20%

Front Row: 37.33%

Top 10: 100.00%

Expected Position: 3.11

Weekend Delta: +0.00

HAM

Ferrari

Pole: 5.92%

Front Row: 17.52%

Top 10: 100.00%

Expected Position: 4.00

Weekend Delta: +0.00

NOR

McLaren

Pole: 3.48%

Front Row: 10.57%

Top 10: 99.98%

Expected Position: 4.53

Weekend Delta: +0.00

VER

Red Bull Racing

Pole: 1.02%

Front Row: 4.23%

Top 10: 99.87%

Expected Position: 5.33

Weekend Delta: +0.00

GAS

Alpine

Pole: 0.00%

Front Row: 0.02%

Top 10: 95.00%

Expected Position: 7.73

Weekend Delta: +0.00

LAW

Racing Bulls

Pole: 0.00%

Front Row: 0.00%

Top 10: 87.13%

Expected Position: 8.64

Weekend Delta: +0.00

PIA

McLaren

Pole: 0.00%

Front Row: 0.00%

Top 10: 83.53%

Expected Position: 8.94

Weekend Delta: +0.00

HAD

Red Bull Racing

Pole: 0.00%

Front Row: 0.00%

Top 10: 50.92%

Expected Position: 10.77

Weekend Delta: +0.00

LIN

Racing Bulls

Pole: 0.00%

Front Row: 0.00%

Top 10: 30.92%

Expected Position: 11.97

Weekend Delta: +0.00

BEA

Haas F1 Team

Pole: 0.00%

Front Row: 0.00%

Top 10: 15.28%

Expected Position: 13.39

Weekend Delta: +0.00

SAI

Williams

Pole: 0.00%

Front Row: 0.00%

Top 10: 9.58%

Expected Position: 14.14

Weekend Delta: +0.00

OCO

Haas F1 Team

Pole: 0.00%

Front Row: 0.00%

Top 10: 7.82%

Expected Position: 14.30

Weekend Delta: +0.00

HUL

Audi

Pole: 0.00%

Front Row: 0.00%

Top 10: 7.02%

Expected Position: 14.51

Weekend Delta: +0.00

BOR

Audi

Pole: 0.00%

Front Row: 0.00%

Top 10: 7.22%

Expected Position: 14.52

Weekend Delta: +0.00

CRA

Aston Martin

Pole: 0.00%

Front Row: 0.00%

Top 10: 4.27%

Expected Position: 15.21

Weekend Delta: +0.00

COL

Alpine

Pole: 0.00%

Front Row: 0.00%

Top 10: 1.47%

Expected Position: 16.26

Weekend Delta: +0.00

PER

Cadillac

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 19.55

Weekend Delta: +0.00

ALO

Aston Martin

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 19.89

Weekend Delta: +0.00

ALB

Williams

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 21.20

Weekend Delta: +0.00

BOT

Cadillac

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 21.57

Weekend Delta: +0.00

STR

Aston Martin

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 21.97

Weekend Delta: +0.00

Wet scenario

LEC

Ferrari

Pole: 36.42%

Front Row: 63.77%

RUS

Mercedes

Pole: 35.87%

Front Row: 62.45%

ANT

Mercedes

Pole: 16.13%

Front Row: 36.83%

#	Driver	Pole	Front Row	Top 10	Expected	Weekend Delta
1	LECFerrari	36.42%	63.77%	100.00%	2.29	+0.00
2	RUSMercedes	35.87%	62.45%	100.00%	2.32	+0.00
3	ANTMercedes	16.13%	36.83%	100.00%	3.17	+0.00
4	HAMFerrari	6.70%	19.27%	99.97%	4.01	+0.00
5	NORMcLaren	3.70%	12.27%	99.98%	4.51	+0.00
6	VERRed Bull Racing	1.17%	5.32%	99.85%	5.25	+0.00
7	LAWRacing Bulls	0.02%	0.05%	83.87%	8.73	+0.00
8	GASAlpine	0.00%	0.05%	93.00%	7.78	+0.00
9	PIAMcLaren	0.00%	0.00%	80.58%	9.06	+0.00
10	HADRed Bull Racing	0.00%	0.00%	51.28%	10.85	+0.00
11	LINRacing Bulls	0.00%	0.00%	32.08%	11.96	+0.00
12	BEAHaas F1 Team	0.00%	0.00%	16.58%	13.29	+0.00
13	SAIWilliams	0.00%	0.00%	10.38%	14.11	+0.00
14	OCOHaas F1 Team	0.00%	0.00%	9.05%	14.31	+0.00
15	HULAudi	0.00%	0.00%	7.93%	14.48	+0.00
16	BORAudi	0.00%	0.00%	7.95%	14.54	+0.00
17	CRAAston Martin	0.00%	0.00%	5.27%	15.16	+0.00
18	COLAlpine	0.00%	0.00%	2.13%	16.26	+0.00
19	PERCadillac	0.00%	0.00%	0.08%	19.46	+0.00
20	ALOAston Martin	0.00%	0.00%	0.00%	19.89	+0.00
21	ALBWilliams	0.00%	0.00%	0.00%	21.16	+0.00
22	BOTCadillac	0.00%	0.00%	0.00%	21.49	+0.00
23	STRAston Martin	0.00%	0.00%	0.00%	21.90	+0.00

LEC

Ferrari

Pole: 36.42%

Front Row: 63.77%

Top 10: 100.00%

Expected Position: 2.29

Weekend Delta: +0.00

RUS

Mercedes

Pole: 35.87%

Front Row: 62.45%

Top 10: 100.00%

Expected Position: 2.32

Weekend Delta: +0.00

ANT

Mercedes

Pole: 16.13%

Front Row: 36.83%

Top 10: 100.00%

Expected Position: 3.17

Weekend Delta: +0.00

HAM

Ferrari

Pole: 6.70%

Front Row: 19.27%

Top 10: 99.97%

Expected Position: 4.01

Weekend Delta: +0.00

NOR

McLaren

Pole: 3.70%

Front Row: 12.27%

Top 10: 99.98%

Expected Position: 4.51

Weekend Delta: +0.00

VER

Red Bull Racing

Pole: 1.17%

Front Row: 5.32%

Top 10: 99.85%

Expected Position: 5.25

Weekend Delta: +0.00

LAW

Racing Bulls

Pole: 0.02%

Front Row: 0.05%

Top 10: 83.87%

Expected Position: 8.73

Weekend Delta: +0.00

GAS

Alpine

Pole: 0.00%

Front Row: 0.05%

Top 10: 93.00%

Expected Position: 7.78

Weekend Delta: +0.00

PIA

McLaren

Pole: 0.00%

Front Row: 0.00%

Top 10: 80.58%

Expected Position: 9.06

Weekend Delta: +0.00

HAD

Red Bull Racing

Pole: 0.00%

Front Row: 0.00%

Top 10: 51.28%

Expected Position: 10.85

Weekend Delta: +0.00

LIN

Racing Bulls

Pole: 0.00%

Front Row: 0.00%

Top 10: 32.08%

Expected Position: 11.96

Weekend Delta: +0.00

BEA

Haas F1 Team

Pole: 0.00%

Front Row: 0.00%

Top 10: 16.58%

Expected Position: 13.29

Weekend Delta: +0.00

SAI

Williams

Pole: 0.00%

Front Row: 0.00%

Top 10: 10.38%

Expected Position: 14.11

Weekend Delta: +0.00

OCO

Haas F1 Team

Pole: 0.00%

Front Row: 0.00%

Top 10: 9.05%

Expected Position: 14.31

Weekend Delta: +0.00

HUL

Audi

Pole: 0.00%

Front Row: 0.00%

Top 10: 7.93%

Expected Position: 14.48

Weekend Delta: +0.00

BOR

Audi

Pole: 0.00%

Front Row: 0.00%

Top 10: 7.95%

Expected Position: 14.54

Weekend Delta: +0.00

CRA

Aston Martin

Pole: 0.00%

Front Row: 0.00%

Top 10: 5.27%

Expected Position: 15.16

Weekend Delta: +0.00

COL

Alpine

Pole: 0.00%

Front Row: 0.00%

Top 10: 2.13%

Expected Position: 16.26

Weekend Delta: +0.00

PER

Cadillac

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.08%

Expected Position: 19.46

Weekend Delta: +0.00

ALO

Aston Martin

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 19.89

Weekend Delta: +0.00

ALB

Williams

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 21.16

Weekend Delta: +0.00

BOT

Cadillac

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 21.49

Weekend Delta: +0.00

STR

Aston Martin

Pole: 0.00%

Front Row: 0.00%

Top 10: 0.00%

Expected Position: 21.90

Weekend Delta: +0.00

Weekend Timeline

FP1

upcoming

FP2

upcoming

FP3

upcoming

current target

upcoming