2026 Season · Deep telemetry

Elite Data

Everything under the scoreboard. Every squad, captain call, chip, transfer and price move from all 13 rounds — the raw material for figuring out who is actually good and who has just been lucky. Best global race rank so far: #3.1K by Cyrus in Japan.

Rounds logged
13
728 individual selections
Transfers made
185
140 penalty points paid
Chips burned
25
23 drivers and 7 teams used
Best single race
481
James · R2 China
Selection heat map

Ownership grid

How many of the 8 managers owned each asset, round by round. Bright cells are the herd; single-owner cells are the differentials.

Swipe for more →
Asset12345678910111213PicksAvg
ANTKimi Antonelli
1
4
5
3
7
5
7
6
6
7
5
5
5
6670
BORGabriel Bortoleto
5
3
1
2
5
6
6
5
6
8
7
5
597
LINArvid Lindblad
7
5
5
6
4
2
4
4
6
6
4
4
577
LAWLiam Lawson
2
1
5
6
4
4
7
7
4
4
3
2
1
509
HULNico Hülkenberg
1
2
3
1
3
6
4
5
5
5
7
8
50-1
LECCharles Leclerc
6
6
5
6
2
3
3
1
2
1
2
3
5
4546
COLFranco Colapinto
2
1
1
5
3
5
4
4
1
1
1
1
1
3011
BEAOliver Bearman
5
4
6
4
3
3
1
1
1
289
PERSergio Pérez
1
1
1
2
5
2
1
2
2
2
2
2
2
252
HADIsack Hadjar
1
1
1
1
1
2
4
5
5
1
229
HAMLewis Hamilton
1
4
2
1
1
2
4
1
2
2
1
2138
BOTValtteri Bottas
1
1
1
2
4
4
1
1
2
2
19-2
RUSGeorge Russell
5
5
4
1
1
1653
VERMax Verstappen
1
1
1
1
1
527
NORLando Norris
3
2
524
OCOEsteban Ocon
1
2
1
1
511
STRLance Stroll
2
2
1
5-13
ALBAlexander Albon
2
1
33
SAICarlos Sainz
1
1
1
3-2
GASPierre Gasly
1
1
23
ALOFernando Alonso
1
1
2-3
PIAOscar Piastri
1
143
LAW_LEGACYLiam Lawson (Racing Bulls card)
1
1-25

Cells outlined in accent colour were captained by at least one manager that round.

Boost analysis

Captain report

Bonus points earned by the x2 pick, compared with the perfect choice from the same squad. Accuracy is how much of the available boost was actually banked.

Jon Caldwell
Jon Caldwell
Jon Wick Racing
+982
Boost points
93%
Accuracy
70
Avg boost pick
ANT · 124
Best call
R5 Canada
ANT · -8
Worst call
R7 Spain
-70
Points left behind
R1 RUS 78R2 VER 28R3 ANT 100R4 ANT 84R5 ANT 124R6 ANT 110R7 ANT -8R8 ANT 70R9 ANT 69R10 ANT 76R11 ANT 56R12 ANT 38R13 ANT 88
Ian Dyck
Ian Dyck
Exxon Moby F1 Team
+956
Boost points
98%
Accuracy
74
Avg boost pick
ANT · 124
Best call
R5 Canada
ANT · -8
Worst call
R7 Spain
-17
Points left behind
R1 RUS 78R2 RUS 90R3 ANT 100R4 LEC 64R5 ANT 124R6 ANT 110R7 ANT -8R8 HAM 54R9 HAM 66R10 ANT 76R11 ANT 56R12 NOR 58R13 ANT 88
James Adams
James Adams
Fourstappen
+898
Boost points
98%
Accuracy
69
Avg boost pick
ANT · 126
Best call
R5 Canada
ANT · -8
Worst call
R7 Spain
-17
Points left behind
R1 RUS 78R2 RUS 90R3 RUS 54R4 LEC 54R5 ANT 126R6 ANT 110R7 ANT -8R8 ANT 70R9 ANT 46R10 ANT 76R11 ANT 56R12 NOR 58R13 ANT 88
Matt Lock
Matt Lock
Lockdown
+896
Boost points
98%
Accuracy
69
Avg boost pick
ANT · 124
Best call
R5 Canada
ANT · -8
Worst call
R7 Spain
-17
Points left behind
R1 RUS 78R2 RUS 90R3 ANT 100R4 LEC 54R5 ANT 124R6 ANT 110R7 ANT -8R8 ANT 70R9 HAM 66R10 ANT 76R11 LEC 60R12 ANT 38R13 VER 38
Chris Driol
Chris Driol
Top 8 Lock Out
+870
Boost points
91%
Accuracy
64
Avg boost pick
ANT · 124
Best call
R5 Canada
ANT · -8
Worst call
R7 Spain
-91
Points left behind
R1 LEC 58R2 LEC 102R3 LEC 62R4 ANT 84R5 ANT 124R6 ANT 110R7 ANT -8R8 ANT 70R9 ANT 46R10 ANT 76R11 ANT 56R12 ANT 38R13 COL 14
Cyrus Li
Cyrus Li
TheROTTofosi
+806
Boost points
90%
Accuracy
54
Avg boost pick
ANT · 124
Best call
R5 Canada
LEC · -12
Worst call
R13 Monza
-89
Points left behind
R1 LIN 30R2 LEC 102R3 LEC 62R4 LEC 54R5 ANT 124R6 LEC 14R7 ANT -8R8 ANT 105R9 HAM 66R10 ANT 76R11 HAM 50R12 ANT 38R13 LEC -12
Scooter Scott
Scooter Scott
Lazarus Racing
+730
Boost points
93%
Accuracy
56
Avg boost pick
ANT · 100
Best call
R5 Canada
LEC · -26
Worst call
R6 Monaco
-56
Points left behind
R1 RUS 78R2 RUS 90R3 RUS 54R4 LEC 54R5 ANT 100R6 LEC -26R7 ANT -8R8 ANT 70R9 HAM 66R10 ANT 76R11 HAM 50R12 LEC 38R13 ANT 88
Brian McNarry
Brian McNarry
Calamity Corner 1
+596
Boost points
88%
Accuracy
46
Avg boost pick
LEC · 108
Best call
R9 Great Britain
LEC · -26
Worst call
R6 Monaco
-79
Points left behind
R1 LEC 58R2 LEC 102R3 LEC 62R4 LEC 54R5 LEC 54R6 LEC -26R7 LEC 0R8 LEC 18R9 LEC 108R10 LEC 78R11 LEC 62R12 LEC 38R13 LEC -12
Pick quality

Masterstrokes

Highest scoring single selections, boost included

Kimi Antonellix2
Cyrus · R8 Austria
315
+$0.1M
Kimi Antonellix2
James · R5 Canada
252
+$0.3M
Kimi Antonellix2
Ian · R5 Canada
248
+$0.3M
Kimi Antonellix2
Cyrus · R5 Canada
248
+$0.3M
Kimi Antonellix2
Chris · R5 Canada
248
+$0.3M
Kimi Antonellix2
Matt · R5 Canada
248
+$0.3M
Kimi Antonellix2
Jon · R5 Canada
248
+$0.3M
Kimi Antonellix2
James · R6 Monaco
220
+$0.3M
Pick quality

Anchors

The selections that cost the most

Charles Leclercx2
Scooter · R6 Monaco
-52
-$0.3M
Charles Leclercx2
Brian · R6 Monaco
-52
-$0.3M
Isack Hadjar
Matt · R12 Netherlands
-35
+$0.0M
Liam Lawson
Brian · R12 Netherlands
-35
+$0.0M
Nico Hülkenberg
Scooter · R4 United States
-29
-$0.6M
Nico Hülkenberg
Chris · R4 United States
-29
-$0.6M
Liam Lawson (Racing Bulls card)
Brian · R13 Monza
-25
+$0.0M
Charles Leclercx2
Cyrus · R13 Monza
-24
-$0.1M
Risk index

Differentials

Picks owned by exactly one manager in a round, scored against that round's field average. Net edge is the total points gained or lost by going it alone.

James Adams
James Adams
Best solo call: HAD R6 (0)
30%-24
Scooter Scott
Scooter Scott
Best solo call: RED R10 (+23)
729%-42
Ian Dyck
Ian Dyck
Best solo call: MCL R12 (+4)
425%-78
Chris Driol
Chris Driol
Best solo call: ANT R1 (+6)
911%-123
Brian McNarry
Brian McNarry
Best solo call: LEC R10 (+55)
1118%-127
Matt Lock
Matt Lock
Best solo call: VER R13 (+19)
922%-132
Jon Caldwell
Jon Caldwell
Best solo call: HAM R7 (+53)
1323%-143
Cyrus Li
Cyrus Li
Best solo call: VER R1 (+24)
1638%-201
Solo calls that landed
  • Charles Leclercx2
    Brian · R10 Belgium · field avg 23
    +55
  • Lewis Hamilton
    Jon · R7 Spain · field avg 3
    +53
  • George Russell
    Jon · R7 Spain · field avg 3
    +25
  • Max Verstappen
    Cyrus · R1 Australia · field avg 26
    +24
  • Red Bull Racing
    Scooter · R10 Belgium · field avg 56
    +23
  • Oscar Piastri
    Cyrus · R3 Japan · field avg 23
    +20
Solo calls that backfired
  • Audi
    Jon · R1 Australia · field avg 55
    -55
  • Racing Bulls
    Cyrus · R12 Netherlands · field avg 76
    -51
  • Isack Hadjar
    Matt · R12 Netherlands · field avg 14
    -49
  • Nico Hülkenberg
    Matt · R1 Australia · field avg 26
    -46
  • Racing Bulls
    Cyrus · R2 China · field avg 95
    -45
  • Liam Lawson (Racing Bulls card)
    Brian · R13 Monza · field avg 19
    -44
Market moves

Transfer efficiency

Every swap has a measured points impact. Impact per transfer separates the surgeons from the fiddlers.

Swipe for more →
ManagerMovesQuietHitsImpactPer move
Scooter Scott
Scooter Scott
Busiest: R4 United States · 5 moves
381-70+269+7.1
James Adams
James Adams
Busiest: R2 China · 4 moves
225-20+258+11.7
Matt Lock
Matt Lock
Busiest: R4 United States · 6 moves
273-0+143+5.3
Ian Dyck
Ian Dyck
Busiest: R5 Canada · 6 moves
341-30+130+3.8
Chris Driol
Chris Driol
Busiest: R4 United States · 4 moves
148-0+117+8.4
Cyrus Li
Cyrus Li
Busiest: R3 Japan · 4 moves
232-0+114+5
Jon Caldwell
Jon Caldwell
Busiest: R7 Spain · 5 moves
225-20+55+2.5
Brian McNarry
Brian McNarry
Busiest: R13 Monza · 3 moves
511-0+10+2
Special weapons

Chip log

Every chip burned this season, when it was played, and what the sheet says it was worth.

LL
Limitless
6 uses · avg 396 pts
NN
No Negative
5 uses · avg 247 pts
WC
Wildcard
5 uses · avg 236 pts
FF
Final Fix
3 uses · avg 230 pts
AP
Autopilot
2 uses · avg 225 pts
X3
Extra DRS
2 uses · avg 283 pts
Extra DRS Boost (X3)
Chip
1 use · avg 315 pts
Autopilot (AP)
Chip
1 use · avg 281 pts
  • R1Brian · AustraliaNN · No Negative256+25
  • R2Ian · ChinaLL · Limitless481+128
  • R2James · ChinaLL · Limitless481+144
  • R2Scooter · ChinaLL · Limitless481+144
  • R3Chris · JapanAP · Autopilot1660
  • R3Cyrus · JapanLL · Limitless368+195
  • R4Chris · United StatesWC · Wildcard237+20
  • R4Ian · United StatesNN · No Negative257+75
  • R4James · United StatesWC · Wildcard232+10
  • R4Matt · United StatesWC · Wildcard239+40
  • R4Scooter · United StatesWC · Wildcard207+30
  • R5Ian · CanadaWC · Wildcard267+40
  • R5James · CanadaNN · No Negative337+43
  • R5Scooter · CanadaFF · Final Fix267+46
  • R6Cyrus · MonacoNN · No Negative140+80
  • R6James · MonacoFF · Final Fix182+8
  • R6Jon · MonacoNN · No Negative245+30
  • R7Jon · SpainLL · Limitless195+103
  • R8Cyrus · AustriaX3 · Extra DRS271+62
  • R9Ian · Great BritainAP · Autopilot2830
  • R9Jon · Great BritainX3 · Extra DRS295+41
  • R9Matt · Great BritainLL · Limitless368+109
  • R11Matt · HungaryFF · Final Fix240+4
  • R12Chris · NetherlandsExtra DRS Boost (X3) · Chip315
  • R13Matt · MonzaAutopilot (AP) · Chip281
Development

Value generated

Cumulative price change earned across the season — the purchasing power war.

James Adams
James Adams
Best round: R1 +$3.3M
+$30.1M
Ian Dyck
Ian Dyck
Best round: R10 +$3.3M
+$25.1M
Cyrus Li
Cyrus Li
Best round: R2 +$3.3M · 1 negative
+$24.1M
Matt Lock
Matt Lock
Best round: R10 +$2.7M
+$22.9M
Scooter Scott
Scooter Scott
Best round: R1 +$3.3M · 1 negative
+$22.7M
Chris Driol
Chris Driol
Best round: R1 +$2.9M · 1 negative
+$21.3M
Brian McNarry
Brian McNarry
Best round: R2 +$2.1M · 2 negative
+$12.3M
Jon Caldwell
Jon Caldwell
Best round: R13 +$2.1M · 3 negative
+$10.9M
Asset intel

Biggest risers

Drivers and constructors whose price grew most while owned in this league.

  • Racing BullsTEAM
    20 total selections
    +$7.2M
  • Liam Lawson
    50 total selections
    +$4.2M
  • Franco Colapinto
    30 total selections
    +$4.2M
  • FerrariTEAM
    94 total selections
    +$3.9M
  • MercedesTEAM
    73 total selections
    +$3.9M
  • Kimi Antonelli
    66 total selections
    +$3.1M
  • Gabriel Bortoleto
    59 total selections
    +$2.8M
  • Arvid Lindblad
    57 total selections
    +$2.4M
Raw data

Team sheets

Every lineup, every round: five drivers, two constructors, the boost, the chip and the transfers behind it.

R1AustraliaP1 in league259+$3.3M
RUS 78 x2LEC 29BEA 20LIN 15BOR 13FER 69VRB 35
No transfers · global #37.4K
R2ChinaP1 in leagueLL · Limitless481+$2.1M
RUS 90 x2ANT 68LEC 51HAM 48NOR -10FER 119MER 115
4 transfers: BEA, LIN, BOR, VRB → ANT, HAM, NOR, MER · global #26.7K
R3JapanP4 in league178+$3.3M
RUS 54 x2LEC 31LAW 10COL 4BEA -14FER 75VRB 18
2 transfers: BOR, LIN → LAW, COL · global #646.7K
R4United StatesP3 in leagueWC · Wildcard232+$2.1M
LEC 54 x2OCO 14COL 13LIN -4LAW -12MCL 110FER 57
3 transfers: RUS, BEA, VRB → OCO, LIN, MCL · global #265K
R5CanadaP1 in leagueNN · No Negative337+$0.9M
ANT 126 x2COL 25LAW 23ALB 12BOR 5MER 97FER 69
4 transfers: LEC, OCO, LIN, MCL → ANT, BOR, ALB, MER · -20 penalty · global #8.8K
R6MonacoP1 in leagueFF · Final Fix182+$0.5M
ANT 110 x2HAD 13COL 0STR -20BOT -20MER 70FER 29
2 transfers: LAW, ALB → STR, BOT · global #250.9K
R7SpainP1 in league99+$2.1M
ANT -8 x2COL 9LAW 9BOR 7HUL -15FER 58MER 39
2 transfers: BOT, STR → LAW, HUL · global #1.3M
R8AustriaP1 in league244+$2.3M
ANT 70 x2HAD 15LAW 7LIN 6BOR 5MER 85FER 56
2 transfers: COL, HUL → HAD, LIN · global #9.6K
R9Great BritainP1 in league309+$2.9M
ANT 46 x2HAD 23LAW 22LIN 18BOR 16FER 92MER 92
No transfers · global #196.4K
R10BelgiumP1 in league243+$2.9M
ANT 76 x2HAD 38BOR 8LIN 5LAW 3FER 71MER 42
No transfers · global #31.4K
R11HungaryP1 in league240+$3.1M
ANT 56 x2HAD 15LAW 13BOR 10LIN 4FER 71MER 71
No transfers · global #24.5K
R12NetherlandsP1 in league321+$2.0M
NOR 58 x2ANT 38STR -11BOR 8HUL 10MER 85FER 75
No transfers
R13MonzaP1 in league358+$2.6M
ANT 88 x2BOR 19ALB 14HUL 13LEC -12MER 124FER 24
3 transfers: — → —

League simulation

Every manager, same 2,000 weekends

Spain · Madrid · Every squad is replayed through the same simulated weekends, so shared drivers move together rather than as independent bets. Average gap between the top and bottom squad is 148.2 pts, and the typical pair of squads shares 59% of their cards.

#ManagerExpectedBad weekendCeilingWin %Top 3 %Avg finish
1James AdamsANT · BOR · ALB · HUL · LEC · MER · FER · x2 ANT250.8146.5316.827.2%71.3%2.7
2Scooter ScottANT · HUL · BOT · STR · LEC · MER · FER · x2 ANT249.7146.9315.624.7%68.9%2.9
3Ian DyckANT · HUL · BOT · ALO · LEC · MER · FER · x2 ANT242.5139.2308.614.3%55.7%3.4
4Jon CaldwellANT · BOR · HUL · PER · LIN · MER · FER · x2 ANT236.9136.8298.214.1%48.6%3.5
5Chris DriolCOL · ANT · BOR · HUL · LIN · MER · FER · x2 COL208.6117.5277.37.8%21.9%5.0
6Matt LockVER · BOR · GAS · HUL · LIN · MER · FER · x2 VER197.9118.8259.76.5%19.7%5.3
7Brian McNarryLEC · BOR · HUL · PER · VRB_LAW · MER · FER · x2 LEC167.566.9237.00.6%3.6%6.6
8Cyrus LiLEC · HAM · LAW · HUL · LIN · VRB · FER · x2 LEC164.554.1247.15.1%10.4%6.5

Rosters are the locked Round 13 squads. "Bad weekend" is the average of the worst 10% of simulations; win % counts the weekends where that squad tops the league.

Forecast calibration

Projected vs Actual

How our pre-race projections held up against the scored results. Actuals never overwrite a projection — both are kept so prediction error can train future recommendations.

R12 · Dutch GP · Zandvoort

League prediction model · Post-sprint, pre-qualifying
Assets scored
33
Avg points error
9.3
Avg price error
$0.15M
Correlation
0.87

Biggest miss: Red Bull Racing — projected 47.8, actual 11 (−36.8 pts).

Round 13 · Italian GP · Monza has no stored pre-race snapshot, so it is not scored for accuracy yet.

Model diagnostics

Season replay

Every scored round is forecast again from scratch, using only the results and prices that existed before that weekend — the Monaco appeal correction stays invisible to any round before it landed. Lower average miss is better.

Replaying the season…

Model diagnostics

Calibration bench

Each set of settings is graded on the same season replay. Two things matter: how far the headline forecast lands from the real score, and whether the range we quote actually contains the result four times in five. Lower score is better.

Grading every settings option…