F1 Insights Agent

Season 2026 decision engine for your Px Racing League.

Auto Sync Pre-Quali Model Last 3 Rounds Weighted

Px Racing League

P3 + PX + DNF/No-DNF expected value model with sprint and post-quali change economics.

AI Recommendation Review

Uses the app model inputs plus live web research to support or challenge the recommendation.

Automation

  • px_refresh: runs 11455, success True, last 2026-04-14T05:56:09.910847+00:00
  • fantasy_refresh: runs 5, success True, last 2026-04-09T13:16:16.352249+00:00
  • openf1_sync: runs 10164, success False, last 2026-04-14T05:55:39.533748+00:00

Generate a recommendation to receive independent AI analysis alongside the app pick.

Pre-Picks Dashboard

Upcoming: Round 4 - Bahrain Grand Prix

Qualifying date: 2026-04-18 | Race date: 2026-04-12

Upcoming GP practice loaded: none yet

Driver Form (Last 3 Rounds)

DriverFPQualiRaceDNF%Pre-Qual Blend
ANT 2.32 1.17 1.17 0.0 1.17
RUS 1.87 1.83 2.83 0.0 2.53
LEC 4.23 4.0 3.33 0.0 3.53
HAM 5.2 5.17 4.67 0.0 4.82
GAS 12.04 8.17 7.17 0.0 7.47
NOR 4.97 5.5 10.0 33.3 8.65
PIA 3.35 4.0 11.0 50.0 8.9
LAW 11.45 13.0 9.0 0.0 10.2
HAD 11.72 7.5 12.0 16.7 10.65
VER 7.87 11.5 11.67 33.3 11.62
OCO 12.71 12.5 11.5 0.0 11.8
LIN 16.36 11.5 12.33 0.0 12.08

Round 3 — Japanese Grand Prix

Date: 2026-03-29

FP3 (Top 5)

PosDriver
1ANT
2RUS
3LEC
4PIA
5HAM

Qualifying (Top 5)

PosDriver
1ANT
2RUS
3PIA
4LEC
5NOR

Race (Top 5)

PosDriver
1ANT
2PIA
3LEC
4RUS
5NOR

Round 2 — Chinese Grand Prix

Date: 2026-03-15

FP1 (Top 5)

PosDriver
1RUS
2ANT
3NOR
4PIA
5LEC

Qualifying (Top 5)

PosDriver
1ANT
2RUS
3HAM
4LEC
5PIA

Race (Top 5)

PosDriver
1ANT
2RUS
3HAM
4LEC
5BEA

Round 1 — Australian Grand Prix

Date: 2026-03-08

FP3 (Top 5)

PosDriver
1RUS
2HAM
3LEC
4PIA
5HAD

Qualifying (Top 5)

PosDriver
1RUS
2ANT
3HAD
4LEC
5PIA

Race (Top 5)

PosDriver
1RUS
2ANT
3LEC
4HAM
5NOR

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