Hungarian Grand Prix

Racing Bulls

36%

P11

Mercedes

33%

P12

31%

P13

Alpine

28%

P14

Cadillac

12%

P21

WHAT TO WATCH

◆

High chassis balance requirement at the Hungaroring

◆

Ferrari's strong practice pace in warm conditions

◆

High probability of tire-management-focused race strategy

UPSET POTENTIAL

Isack Hadjar

Starting from a strong qualifying position, Hadjar capitalizes on mid-race strategy gaps to challenge for a podium finish.

QUICK STATS

WINNER MARGIN4.2

CLASSIFIED20

FASTEST LAPLando Norris

WINNING CONSTRUCTORFerrari

FL CONSTRUCTORMcLaren

First to PitLance Stroll

Last to PitLewis Hamilton

Fastest Pit StopMcLaren

TEAM PREDICTIONS

TEAM

TOP 3

TOP 6

POINTS

FINISH

THE FORECAST

PROP

PROB

CALL

Will Lance Stroll record a DNF?

62%

YES

Will Pierre Gasly finish in the points (Top 10)?

55%

YES

Will the pole-sitter win the race?

58%

YES

Will there be more than 1 Safety Car period?

24%

NO

Will a Safety Car be deployed on Lap 1?

18%

NO

Will the WDC points gap between P1 and P2 shrink after this race?

68%

YES

Will the race winner set the fastest lap?

38%

NO

Will a driver outside the top 3 WCC teams finish on the podium?

32%

NO

Will there be a leader change in the final 10 laps?

15%

NO

SEASON PREDICTIONS

VIEW ALL →

WDC Decided Early90%▼6

Leclerc Top 3 WDC85%▲23

Ferrari Top 3 WCC98%▲6

Mercedes WCC98%

Updated after Round 10 · 18 active predictions

FUN PICKS

CAT

BET

PROB

CALL

WEATHER

Will a localized 'Mogyoród Monsoon' force the field onto intermediate tires at some point during the 70 laps?

35%

YES

BROADCAST

Will the world feed director cut to a scenic, slow-motion drone shot of the Parliament building or the Danube during a moment of zero on-track action?

92%

YES

CHAOS

Will at least one car end up with a 'Hungarian landscaping' accessory—specifically, a gravel trap visit at the notoriously tricky Turn 4?

75%

YES

TEAMMATE BATTLES

Head-to-head.

Colapinto shows superior race-day progression (+2.3 avg position change) compared to Gasly (-6.4) and currently holds a better form index trajectory.

Stroll demonstrates the largest negative position change bias on the grid (-53.3), making Alonso the statistical favorite to finish ahead.

Bortoleto is an 'under-rated' riser with better season form, while Hulkenberg struggles significantly with race-day position retention.

Both drivers suffer from negative bias, but Perez maintains a stronger qualifying record and slightly better average finishing position.

Leclerc has shown superior pace in the practice sessions this weekend and is on an upward form trajectory compared to the steady Hamilton.

Ocon boasts a positive race-day position change (+2.1) compared to Bearman's heavy drop-off (-14.6), favoring Ocon for the longer Sunday stint.

While Norris is fast, Piastri has a more stable race-day profile, whereas Norris tends to lose significant ground from grid position.

Russell has a severe bias toward losing positions on race day (-20.0 avg), making Antonelli the more consistent bet for the full race distance.

Lawson has a stronger form index (P13.2) and better race consistency compared to Lindblad in their season head-to-head.

Adjusting for systemic biases where Verstappen consistently loses significant grid positions, Hadjar presents better mathematical value for a finish.

Sainz holds a dominant qualifying head-to-head (8-1) and a far superior race-day position retention record over Albon.

QUALIFYING

Saturday, Jul 25 · 02:00 PM UTC

AI PREDICTIONS

The call.

PREDICTED POLE

P1Lewis HamiltonFerrari

68%

P2Charles LeclercFerrari

62%

P3Lando NorrisMcLaren

59%

Hamilton has demonstrated superior handling of the tricky, low-grip surface during Friday's practice sessions, and Ferrari's SF-26 package appears perfectly suited to the twisty, high-downforce nature of the Hungaroring.

PREDICTED WEATHERDRY

PREDICTED WEATHERDRY29°Cair38°Ctrack15%15 km/h

Red Flagyes

#DRIVERTEAMCONFCONFIDENCE

Red Bull Racing

55%

P5

Racing Bulls

32%

P10

AntonelliKimi Antonelli

Mercedes

28%

P11

20%

P15

Haas F1 Team

18%

P16

Cadillac

10%

P21

SURPRISE ELIMINATION

Kimi Antonelli

Out in Q2 — The championship leader struggled with rear lockups and car balance during Friday practice, leaving him vulnerable to an early exit in a highly competitive midfield.

QUICK STATS

POLE MARGIN0.110

Q1 FASTESTCharles Leclerc (0.240s)

Q2 FASTESTLando Norris (0.180s)

WINNING CONSTRUCTORFerrari

TEAM PREDICTIONS

TEAM

BOTH Q3

TEAMMATE BATTLES

Head-to-head.

Despite Colapinto's strong season consistency, Gasly holds a commanding 7-3 qualifying head-to-head advantage and historically excels at technical, high-downforce circuits like the Hungaroring.

Alonso continues to dominate the teammate battle 7-2, and Stroll's performance trends consistently below expectations, making the experienced Spaniard the clear favorite.

Bortoleto is currently undervalued by seasonal metrics while Hulkenberg frequently underperforms relative to qualifying predictions; Bortoleto's upward form trend gives him the edge.

Perez leads the head-to-head 6-4 and, while both struggle with consistency, Bottas exhibits a significantly higher bias toward over-rated qualifying expectations.

Hamilton is in superior current form (P1 Season Form Index) and demonstrated superior single-lap pace in FP2, giving him the slight edge over Leclerc.

Bearman has established an 8-2 dominance in qualifying, consistently outperforming Ocon who is currently struggling with form and reliability in head-to-head metrics.

While Piastri is in excellent form, Norris remains a qualifying specialist at technical circuits and holds the 6-4 head-to-head advantage, supported by strong FP2 pace.

Antonelli has outperformed Russell 6-4 in qualifying and currently sits in P2 form versus Russell's P16, indicating the younger driver has the momentum on this specific track type.

Lawson leads the qualifying head-to-head 6-4 and, despite Lindblad's potential, Lawson's P6 form indicates he is better prepared to extract maximum one-lap performance here.

Verstappen dominates the head-to-head 7-2 and is finding rhythm, whereas Hadjar's slight under-rating bias suggests he is more likely to fall just short of the established champion.

Sainz has a lopsided 8-1 record over Albon, and Albon is statistically prone to qualifying over-predictions, making Sainz the highly probable winner.

FREE PRACTICE 3

Saturday, Jul 25 · 10:30 AM UTC

AI PREDICTIONS

The call.

PREDICTED FASTEST

P1Lewis HamiltonFerrari

63%

P2Charles LeclercFerrari

58%

P3Lando NorrisMcLaren

42%

Hamilton showed dominant pace in FP2 and, alongside teammate Leclerc, has demonstrated the strongest single-lap and long-run performance in the Ferrari across Friday's sessions.

PREDICTED WEATHERDRY

PREDICTED WEATHERDRY25°Cair42°Ctrack10%12 km/h

#DRIVERTEAMCONFCONFIDENCE

AntonelliKimi Antonelli

Mercedes

46%

P7

Racing Bulls

26%

P11

Haas F1 Team

17%

P16

P2Max VerstappenRed Bull Racing

FASTEST CONSTRUCTORFerrari

VICTORY MARGIN0.180sec

TEAMMATE BATTLES

Head-to-head.

Gasly holds a superior 7-3 qualifying H2H record and, as I tend to under-rate him, he likely has more pace in reserve for a qualifying simulation than the data suggests.

Alonso dominates the H2H 7-2, and Stroll is consistently prone to being over-rated by my projections, suggesting a significant gap in single-lap performance.

Bortoleto shows stronger recent form and is under-rated in my system, while Hulkenberg has a bias toward being over-rated, making Bortoleto the sharper choice for a fast lap.

While both are often over-rated, Perez leads the H2H 6-4 and has historically shown a slight edge in qualifying-spec runs over Bottas this season.

Hamilton showed dominant pace in FP2 at the Hungaroring and leads the season form index; he currently has the momentum over Leclerc at this circuit.

Bearman has established a commanding 8-2 qualifying H2H lead and consistently maximizes the Haas potential on single-lap runs.

Norris leads the H2H 6-4 and showed superior pace in FP2, indicating he is currently the faster McLaren over a single lap.

Antonelli's form is currently in a declining phase, whereas Russell remains a consistent performer at permanent circuits and outpaced his teammate in FP2.

Lawson leads the H2H and, as an under-rated driver in my system, he is better positioned to outperform Lindblad during the low-fuel qualifying sims of FP3.

Despite Hadjar's strong form, Verstappen's 7-2 H2H record and experience on the Hungaroring make him the safe bet for a pure one-lap pace session.

Sainz holds a dominant 8-1 H2H advantage, while Albon is consistently over-rated by my metrics, signaling a clear performance gap.

FREE PRACTICE 2

DONE41% ACCURATE

Friday, Jul 24 · 03:00 PM UTC

AI PREDICTIONS

The call.

PREDICTED FASTEST

P1Charles LeclercFerrari

67%

63%

P3Lewis HamiltonFerrari

59%

Leclerc demonstrated strong pace in FP1 and Ferrari's seasonal form on permanent circuits suggests they will optimize setup efficiently for qualifying simulations.

PREDICTED WEATHERDRY

PREDICTED WEATHERDRY26°Cair42°Ctrack4%15 km/h

#DRIVERTEAMCONFCONFIDENCE

AntonelliKimi Antonelli

43%

P9

Aston Martin

22%

P20

FASTEST CONSTRUCTORFerrari

VICTORY MARGIN0.280sec

TEAMMATE BATTLES

Head-to-head.

P14+2.087s

+3.802sP21

Gasly holds a superior qualifying H2H record this season and brings more experience to a technical circuit like the Hungaroring, despite Colapinto's solid form.

P19+2.990s

DNF

Alonso significantly outperforms Stroll in season form and H2H metrics, maintaining an edge even during practice sessions at traditional circuits.

P9+1.396s

+1.745sP11

Bortoleto showed better pace in FP1 and carries stronger momentum; Hulkenberg has been prone to being over-rated in predictions this season.

P20+3.063s

+2.713sP18

While both drivers struggle with consistency, Perez has frequently been over-rated in previous predictions, tilting the slight edge toward Bottas in a tight battle.

P1Leader

+0.148sP2

Leclerc topped FP1 and generally excels on technical tracks like the Hungaroring, giving him the edge for single-lap pace in FP2.

P15+2.221s

+1.828sP12

Ocon maintains a higher season form index and is more reliable in translating practice pace into competitive lap times than the rookie Bearman.

P8+1.372s

+0.499sP3

Piastri has demonstrated a higher ceiling in recent rounds compared to Norris, who has struggled with his recent form index.

P5+0.933s

+1.964sP13

Antonelli's season form has been significantly stronger than Russell's, and he is better positioned to maximize the Mercedes car's potential in Friday sessions.

P10+1.524s

+1.312sP7

Lindblad outperformed Lawson in FP1 and tends to be under-rated in predictions, suggesting he has the pace to edge his teammate again.

P4+0.692s

+1.071sP6

Despite Hadjar's impressive recent growth, Verstappen remains the class of the field and consistently extracts more raw pace over a single lap.

P16+2.244s

+2.697sP17

Albon has been over-rated in recent predictions; Sainz holds the qualifying head-to-head advantage and is likely to find more pace as the session progresses.

PREDICTION ACCURACY

The scorecard.

FASTEST

TOP 560%

CONSTRUCTOR

MARGIN0.28s / 0.15s

CONDITIONSdry / dry

TEMPERATURE26° / 24°

H2H4/11

AI FP2 ANALYSIS

The debrief.

Ferrari dominant in Budapest as Hamilton leads practice ahead of a challenging Hungarian Grand Prix weekend.

Friday at the Hungaroring confirmed that Ferrari has brought a potent package to Budapest, with Lewis Hamilton and Charles Leclerc comfortably setting the pace in FP2. The Scuderia looked balanced and confident in the warm, breezy conditions, demonstrating that their car remains the one to beat on high-downforce, technical layouts. While Hamilton secured the top spot with a 1:18.729, the entire field struggled with low-grip track conditions, leading to several handling headaches throughout the grid. Behind the Ferrari duo, the competitive order remained somewhat obscured by a session-disrupting red flag caused by Franco Colapinto’s crash. This incident proved costly for teams like Mercedes and McLaren, as several drivers were unable to complete their performance runs on the soft compound tyres. Meanwhile, the midfield battle remains incredibly tight; with the track's twisty nature making overtaking notoriously difficult, the importance of tomorrow's qualifying session has been magnified, forcing teams to balance single-lap improvements against crucial long-run tyre degradation data.

KEY MOMENTS

RUN1

Ferrari lock out the top of the timesheets

Lewis Hamilton and Charles Leclerc confirmed Ferrari's high-downforce strength, setting the early standard on a track that rewards chassis balance.

RUN2

Franco Colapinto brings out the red flags

A late crash for the Alpine driver interrupted late-session soft tyre runs, denying several drivers, including Oscar Piastri and Kimi Antonelli, a clean representative lap.

RUN3

Aston Martin’s technical struggles

Lance Stroll was forced to miss the session following extensive damage from FP1, leaving Fernando Alonso to carry the load alone while testing a major car upgrade.

RUN4

McLaren and Red Bull data collection

With new floors and aerodynamic packages to validate, McLaren and Red Bull prioritized long-run simulations over single-lap qualifying pace.

AI'S DRIVER PICK

Lando Norris

Despite McLaren focusing on significant floor upgrades, Norris managed to split the Red Bull challenge and secure P3, proving the team's new package has immediate competitive potential.

STRATEGY

Practice data suggests that thermal degradation will be the primary limiting factor this weekend. The Hungaroring’s abrasive surface combined with expected high ambient temperatures points toward a two-stop strategy being the optimal route for the race. With the track providing limited overtaking opportunities, track position remains king; consequently, we expect teams to prioritize qualifying trim over absolute race-pace consistency in their final setup tweaks. Teams like Aston Martin, who were forced to split their data collection, will face a significant uphill battle to understand the tyre wear profile of their new 'B-spec' components. The soft tyres showed signs of graining during longer runs, suggesting that drivers who can preserve their rubber in the final sector—where the tyres are most stressed—will have a distinct advantage come Sunday.

AI PREDICTION REVIEW

The prediction correctly identified Ferrari as the team to beat, though the midfield order was shuffled by the late red flag.

HIT: Correctly forecasting the Ferrari 1-2 finish in FP2, validating our confidence in their high-downforce setup.

MISS: Underestimated the disruption caused by the red flag, which hindered Kimi Antonelli’s ability to challenge for the top three positions as we had predicted.

INCIDENTS & PENALTIES

72 EVENTS

DELETED LAPS

40

RED FLAGS

1

CAR 81 (PIA) TIME 1:30.941 DELETED - TRACK LIMITS AT TURN 11 LAP 3 17:03:32

CAR 11 (PER) TIME 1:28.782 DELETED - TRACK LIMITS AT TURN 12 LAP 3 17:03:05

CAR 43 (COL) TIME 2:14.517 DELETED - TRACK LIMITS AT TURN 7 LAP 4 17:04:29

CAR 6 (HAD) LAP DELETED - TRACK LIMITS AT TURN 14 LAP 2 17:04:45

CAR 6 (HAD) TIME 1:40.260 DELETED - TRACK LIMITS AT TURN 14 (NEXT LAP)

CAR 6 (HAD) TIME 1:40.260 DELETED - TRACK LIMITS AT TURN 7 LAP 3 17:05:29

FREE PRACTICE 1

DONE42% ACCURATE

Friday, Jul 24 · 11:30 AM UTC

AI PREDICTIONS

The call.

PREDICTED FASTEST

P1Kimi AntonelliMercedes

73%

P2Lewis HamiltonFerrari

67%

P3Charles LeclercFerrari

62%

Kimi Antonelli has demonstrated exceptional one-lap pace in recent practice sessions and continues to benefit from the Mercedes upgrade package, making him the favorite for FP1.

PREDICTED WEATHERDRY

PREDICTED WEATHERDRY22°Cair38°Ctrack10%14 km/h

#DRIVERTEAMCONFCONFIDENCE

34%

P13

Cadillac

11%

P21