F1-BOT

CURRENT — Singapore GP

  1. Predict the podium — Max Verstappen (P1) · Kimi Antonelli (P2) · Lewis Hamilton (P3) — 2× MULTIPLIER
  2. Who’ll be the fastest driver in qualifying? — Max Verstappen
  3. Who qualifies highest (Norris vs Piastri)? — Lando Norris
  4. Will both Aston Martins progress beyond Q1? — No
  5. Who will set the fastest lap time of the race? — Kimi Antonelli
  6. Which team will set the fastest pitstop time of the race? — Mercedes
  7. Where will Isack Hadjar finish the race? — 4th–10th
  8. Will the Safety Car or VSC be required during the Grand Prix? — Yes
  9. Which driver finishes ahead in the Grand Prix? — Arvid Lindblad
  10. Which of these teams will score the most points (Red Bull vs Ferrari vs McLaren)? — Ferrari

Notes

2× multiplier — Q1 (Podium). Q1 grades at ~16.0 combined EV. The best single-answer question is Q8 at ~8.5, so Q1 is ahead by a factor of about 2. (The request said “[set above]” without naming a question, so I chose it on EV. Tell me if you meant a specific question.) This is the tenth consecutive round with the 2× on Q1. It has paid in eleven of the twelve rounds it anchored.

This is the Singapore GP at Marina Bay: a street circuit at night, and the last sprint weekend of the season. The Grand Prix is 62 laps on Sunday at 20:00 local, with one practice session, then Sprint Qualifying on Friday and the sprint on Saturday. Lock before the first session the platform scores. Russell starts Sunday’s race from the back (at least 10 places, for a new power unit after his Sepang failure). His qualifying is unaffected (see content/research/R16-Malaysia.md).

Base rates, R01–R16, counted from content/results/:

Base rateCountWhat it says
WinsAntonelli 8 · Russell 3 · Norris 2 · Hamilton 1 · Leclerc 1 · Verstappen 1Verstappen won the last race. Mercedes won the three before it (R13–R15)
PodiumsAntonelli 13 · Verstappen 8 · Russell 8 · Hamilton 6 · Norris 5 · Leclerc 4 · Piastri 2 · Gasly 1 · Hadjar 1Verstappen has been on the podium four races running (R13–R16)
PolesAntonelli 6 · Russell 5 · Norris 3 · Gasly 1 · Verstappen 1Verstappen took Sepang by 0.298s
Fastest lapsAntonelli 7 · Russell 2 · Norris 2 · Leclerc 2 · Verstappen 2 · Hamilton 1Antonelli: 2 of the last 8 (R09–R16)
Quali: Norris v PiastriNorris 10–6Last five: Norris 3–2. Sepang gap: 0.005s
Both Aston Martins out of Q1Yes 1 of 16 (R16, P12 and P14)Sepang was Aston Martin’s best weekend of the season
Hadjar finish (13 races run)4th–10th: 9 · NC 2 · Podium 1 · 11th+ 1P5 from P8 at Sepang, despite a grid drop
SC or VSC during the GPEvery 2026 race with a recorded count (15 of 15)Singapore has the highest safety-car rate on the calendar
First of Lindblad / Hülkenberg / Colapinto / BearmanLindblad 8 · Hülkenberg 3 · Colapinto 3 · Bearman 2Lindblad: 5 of the last 8, and 3 of the last 4
Most GP points: Red Bull / Ferrari / McLarenFerrari 6.5 · McLaren 4.5 · Red Bull 5Red Bull won the last three (R14–R16). Ferrari won 3 of the 6 street rounds, including Monaco

Four beliefs:

  1. Red Bull have the best current form, and Mercedes are the uncertain car. Verstappen’s last four: P3, P2, P2, P1. Mercedes’ upgrade “didn’t deliver the ~0.3s expected”, they are running split specifications, and Russell starts from the back on Sunday. This is the same belief behind content/fantasy/R17-Picks.md boosting Verstappen. → Q1 (P1), Q2, Q7.
  2. Antonelli still finishes on the podium more often than anyone (13 of 16), even in a weaker car. → Q1 (P2), Q5.
  3. Ferrari’s Sepang race pace was real. Hamilton was on the front row 0.298s off pole, and both Ferraris recovered to P3 and P4 from the wrong tyre call. Singapore’s slow corners are where Ferrari won the three-way at Monaco. → Q1 (P3), Q10.
  4. Base rates hold on the structural questions. → Q3, Q4, Q8, Q9.
  • Q1 — Podium (Verstappen P1 · Antonelli P2 · Hamilton P3), combined EV ≈ 16.0. Each leg is priced as payout × [P(podium) + P(exact slot)].
    • Verstappen at P1 (8) grades 5.8, on P(podium) 0.50 and P(win) 0.22. That is below his current-form rate (four straight podiums), because he has never won in Singapore and Sepang’s straights suited Red Bull more than Marina Bay will.
    • Antonelli at P2 (5) grades 4.25, on P(podium) 0.65. That is marked down from his season rate of 0.81 for Mercedes’ upgrade problems.
    • Hamilton at P3 (14) grades 5.9, on P(podium) 0.30 against a season rate of 0.375. He qualified on the front row at Sepang and went from about P17 to P3.
    • Swapping Antonelli to P1 and Verstappen to P2 grades within 0.15 (16.1 v 16.0), a coin flip. The tie goes to Verstappen at P1 to keep the sheet consistent with the fantasy boost, since R11 showed what pricing one belief two ways costs.
    • Named alternatives: Leclerc at P3 (15) grades ~3.8 at P(podium) 0.18; he has no podium since R10. Russell (10) grades ~0.7 starting from the back. Hadjar at P3 (20) grades ~3.4, but carries another grid-drop risk.
  • Q2 — Pole (Verstappen, 12), EV ≈ 3.0. He took pole at Sepang by 0.298s, the first for Red Bull’s own power unit. Russell (15) grades ~2.7 at P 0.18. He has five poles, Baku (a street circuit) by 0.837s, and won here last year, and the market may be under-pricing him because the penalty doesn’t affect qualifying. But Mercedes’ Sepang qualifying (P4, P8) was “very difficult to understand”. Antonelli (10) grades ~2.0, Hamilton (16) ~2.4.
  • Q3 — Norris vs Piastri (Norris, 10), EV ≈ 6.25. Norris leads 10–6 on the season and 3–2 over the last five. Piastri (15) grades ~5.6 at P 0.375. Take the favourite on the larger sample, as at R16 Q3, which landed.
  • Q4 — Both Aston Martins out of Q1 (No, 10), EV ≈ 8.0. Both cars got through Q1 once in 16 rounds, at Sepang. Even weighting that heavily as an upturn (P(yes) 0.20), Yes (15) grades 3.0. Yes only overtakes No above P(yes) 0.40.
  • Q5 — Fastest lap (Antonelli, 10). The favourite, no case written, as R15 prescribed and R16’s departure from it confirmed (it lost). Q5 is 1 for 8 since R09. No fastest-lap point exists in 2026, so nobody pits just to chase it.
  • Q6 — Fastest pitstop (Mercedes, 10). The favourite, no case written. 1 for 16 on the season. Pitstop speed isn’t tied to car pace, so this doesn’t add to the Mercedes pace exposure in the audit below.
  • Q7 — Hadjar’s finish (4th–10th, 10), EV ≈ 6.5. 9 of his 13 races ended in this band. Podium (15) grades ~2.3 at P 0.15, and Not Classified (25) grades ~3.8 at his season rate of 2 in 13. A Singapore DNF risk pushes that up, but not to 0.26. A further five-place drop (he is on his seventh engine) would barely move this: he finished P5 from P8 at Sepang.
  • Q8 — SC/VSC during the GP (Yes, 10), EV ≈ 8.5, the best single-answer question on the sheet. Every 2026 race with a recorded count had at least one SC or VSC, and Singapore has the highest safety-car rate on the calendar. No (15) grades ~2.3 at P 0.15. This is a full-race question, not the first-15-laps question we lost at R16.
  • Q9 — First of Lindblad / Hülkenberg / Colapinto / Bearman (Lindblad, 10), EV ≈ 5.0. Lindblad was first of the four in 8 of 16 races, 5 of the last 8 and 3 of the last 4. Colapinto (20) grades ~3.8 on 3 of 16, and has served his penalties so starts clean. Hülkenberg (15) ~2.8, Bearman (25) ~3.1. Singapore rewards qualifying position, and Lindblad has made Q3 seven times (R08–R14). Hülkenberg’s points come from overtakes.
  • Q10 — Red Bull vs Ferrari vs McLaren (Ferrari, 15), EV ≈ 5.25. The closest call on the sheet. Red Bull (10) grades 4.5 at P 0.45: they won the last three, but Hadjar’s grid-drop risk hits half their two-car total. Ferrari grades 5.25 at P 0.35. Ferrari beats Red Bull on EV at any P(Ferrari) above 0.30 when P(Red Bull) is 0.45. Ferrari won the three-way at 3 of the 6 street rounds, including Monaco (18 v 12 v 10), and showed the strongest race pace at Sepang once on the right tyres. McLaren (20) grades ~4.0 at P 0.20. Singapore’s slow corners suit them more than Sepang did, but Stella rated them fourth.
    • The hedge, stated: Q10 Ferrari partly works against Q1’s Verstappen P1 leg. If Verstappen wins, Ferrari need roughly P2 and P3, or a bad Hadjar race, to out-score Red Bull. That is a hedge, not a contradiction. The two can both land (R16 nearly did: Red Bull 35, Ferrari 27). This isn’t the R11 problem, where one pick made another impossible.

Sheet EV: ~64 unmultiplied, ~80 with the 2× on Q1, against 151 points available. The anchors are Q1 (16.0), Q8 (8.5), Q4 (8.0), Q7 (6.5) and Q3 (6.25).

The R13 test: each belief on the highest-payout question it could carry, and a reason when it isn’t taken there.

BeliefHighest-payout question it could carryTaken there?
1 — Red Bull current formQ1 Hadjar P3 (40 with the 2×)No. He grades 3.4 against Verstappen P1’s 5.8, and carries grid-drop risk. Q1 P1 and Q2 are taken.
2 — Antonelli’s podium rateQ1 P2 (10 with the 2×)Yes
3 — Ferrari race paceQ1 Leclerc P3 (30 with the 2×) and Q10 Ferrari (15)Q10: yes. Q1: Hamilton (28 with the 2×) instead of Leclerc, on the better podium rate (6 v 4) and Sepang’s front row
4 — Base rates holdQ4 No (10), Q8 Yes (10)Yes. All four structural questions take the base-rate answer

Concentration audit, by driver and by team. R16 asked for a team audit as well as a driver one, after Red Bull took pole, the win, the fastest lap and the fastest pitstop in a single race.

  • By driver (cap 2): Verstappen Q1, Q2 · Antonelli Q1, Q5 · Hamilton Q1 · Hadjar Q7 · Norris Q3 · Lindblad Q9. No driver carries more than two.
  • By team, counting pace-linked questions only (cap 3): Red Bull 3 (Q1 P1, Q2, Q7) · Mercedes 2 (Q1 P2, Q5) · Ferrari 2 (Q1 P3, Q10). Q6 Mercedes is a pitstop question and isn’t tied to pace. A single dominant team can’t empty more than three answers. If Red Bull dominate, Q1 P1, Q2 and Q7 likely land and Q10 is lost. If Ferrari dominate, Q1 P3 and Q10 land.

The shared risk is a chaotic race, which Singapore produces more often than anywhere else. It helps Q8, and hurts Q1 and Q7 together. Accepted, because Q8 is priced on it.

Consistency with the fantasy sheet: content/fantasy/R17-Picks.md boosts Verstappen and holds Antonelli, Hadjar, Lindblad and the Mercedes constructor. This sheet takes the same view: Verstappen first, Antonelli on the podium, Hadjar in the points, and Lindblad leading the midfield four. The one difference is Ferrari on Q10, a constructor the fantasy squad doesn’t own. The fantasy file chose not to buy Ferrari because of Mercedes’ season-long record on street circuits; that is a different question from who wins one three-way race.

Context sources: content/research/R16-Malaysia.md (Sepang pace order, Russell’s penalty, Mercedes’ upgrade and split-spec plan, Hadjar’s engine count, Ferrari’s tyre call, McLaren rating themselves fourth, the Singapore format) · base rates counted from content/results/R01–R16 and the Safety Cars lines in content/research/.

SEASON BONUS ROUND
#QuestionMy Pick2×Pts AvailablePts Earned
01Drivers’ Championship Top 3Russell P1 · Norris P2 · Leclerc P3—33 top-3 / 66 exact—
02Constructors’ Championship winnerMercedes—10—
03Most pole positionsRussell—10—
04First-time GP winners in 20261—15—
05Cadillac quali head-to-headBottas—10—
06Fastest pit stop of the seasonMcLaren—10—
07DHL Fastest Lap AwardVerstappen—12—
08Alpine vs Audi season battleAlpine—10—
09When will championship be decided?Las Vegas—10—
10New champion in 2026?YES—15—
TOTAL—

Notes

  • Q1 Drivers’ Top 3: Russell near-certainty (5pts), Norris value over Verstappen (defending champ had R1 disaster), Leclerc bold call at 18pts — Ferrari race pace was solid in R1.
  • Q2 Constructors’: Mercedes dominant after R1 1-2. Accept 10pts for high confidence.
  • Q3 Most poles: Russell took R1 pole, Mercedes fastest car — accept 10pts for high confidence.
  • Q4 First-time winners: Antonelli most likely sole first-time winner — 1 at 15pts is the sweet spot.
  • Q5 Cadillac H2H: Bottas is a renowned qualifier vs Pérez who historically struggles against teammates.
  • Q6 Fastest pit stop: McLaren most operationally meticulous over a full season.
  • Q7 DHL Fastest Lap: Verstappen/Red Bull hunt fastest lap every race — better value than Russell (12pts vs 10pts).
  • Q8 Alpine vs Audi: Alpine’s Mercedes engine too significant an advantage over a full season.
  • Q9 Title decision: Las Vegas consensus — title fights rarely end more than 3-4 races early.
  • Q10 New champion: Russell or Norris most likely — neither has won before, YES at 15pts better value than NO at 10pts.

RESULTS ARCHIVE