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Race previews, recaps, fantasy takeaways and strategy notes from BoxBoxF1Fantasy.
The Dutch Grand Prix was a useful test of the difference between predicting pace and predicting the exact final classification. The model's post-practice qualifying read was excellent. The final race result was much...
After I published my first season experiment comparing Max Points with a Balanced approach, one of the comments raised an interesting follow-up question: what would happen if the virtual managers also had different...
How big an effect does going for a Max Points team versus a Balanced approach have? I wondered, and ran three sets of simulations to find out. This season simulator replayed every completed 2026 race with two virtual...
Why does Max Verstappen lead BoxBox's Belgian GP F1 Fantasy forecast after scoring -3 points at Silverstone? The short answer is upside, not certainty. This is a dated pre-practice briefing based on the model run...
After nine completed races, Kimi Antonelli leads the 2026 F1 Fantasy driver table, Mercedes leads the constructors, and Racing Bulls has delivered the strongest constructor value. This is a dated mid-season review...
Japan Delivered the Goods Who’d have thought that McLaren would be on the podium after a dismal first two races of the season? And we have a new championship leader. Kimi Antonelli leads over George Russell by 9...
Japanese Grand Prix Preview We are hot off a sprint weekend in China and we head into the Japanese Grand Prix. Some teams, including Aston Martin with their Honda power-unit, are bringing upgrades to table in hopes of...
Shanghai Sprint Weekend Round 2 took the paddock to the Shanghai International Circuit for the first sprint weekend of the season. The sprint format added an extra layer of complexity for both teams and fantasy...
Season Opener in Melbourne The 2026 Formula 1 season kicked off under the lights of Albert Park with a dramatically reshuffled grid under the new technical regulations. With wider cars, new aero rules, and 11 teams on...
What articles are published here?
The articles are race previews, recaps and F1 Fantasy strategy notes that explain the data, model context and fantasy takeaways in a more human format.
Are articles different from race-pick pages?
Yes. Race-pick pages are concise current-round pick summaries. Articles are longer-form analysis, previews and recaps.
Do articles update the prediction model?
No. Articles explain observations and strategy; the prediction pipeline and exported JSON remain the source of truth for current projections.
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