F1 through data, telemetry, APIs & dashboards. Showcasing insights at https://xitter.cf/t.co/5wpfQqMepd Also: freelance in data integration & AI.

France
Joined November 2025
🏁 APEX V1 - Launch announcement πŸš€ The next step is here. APEX V1 is LIVE! Last month, we introduced APEX as the next step for RaceOptiData. Today, it's a reality! πŸ€– Meet APEX, your new AI-powered F1 Data Assistant. 🏎️ Compare legendary drivers. πŸ† Discover historical records. πŸ“Š Explore race results and statistics. πŸ”Ž Ask your own questions about 75+ years of Formula 1 history. No SQL, no complex queries. Just ask, and let APEX explore the data for you! APEX is still a V1, with plenty of room to grow. But it's ready for you to explore! 🟒 Free to try: 10 questions per day. RaceOptiData. One ecosystem, now with AI-powered exploration. 🏁 #F1 #Formula1 #F1Data #AI
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πŸ‡ΊπŸ‡ΈπŸŽοΈ IT'S ALMOST RACE TIME IN AUSTIN! The 2026 United States Grand Prix kicks off tomorrow! 🏁 πŸ“Š Practice analysis ⏱️ Qualifying & sector gaps 🏎️ Race pace & strategy βš”οΈ Driver comparisons Follow every session through data-driven insights! 🌐 raceoptidata.com/GPFollow #F1 #USGP #RaceOptiData
πŸ€– Made with AI
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🏁 There's more to APEX than a chatbot! Behind RaceOptiData's AI-powered F1 assistant lies a complete architecture combining 75+ years of Formula 1 data, AI, semantic search and analytical tools. From historical records to driver comparisons and race statistics, APEX brings a new way to explore F1 history. πŸ€– Ask questions. Explore the data. Discover new insights. APEX V1 is live and free to try, just Ask APEX πŸ‘‰ raceoptidata.com/APEX.html #F1 #Formula1 #F1Data #AI
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πŸ‡ΊπŸ‡Έ United States GP 2026 | IF1ER Lineup 🏎️ πŸ† Verstappen (68.80) leads Hamilton (67.08), Austin's two historical benchmarks. πŸ“Š Leclerc (45.14) and Norris (44.00) form a closely matched chasing pair. 🏁 Sainz ranks 5th, just ahead of Piastri, who scores 26.67 after only 3 races. #F1 #USGP #RaceOptiData
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πŸ‡ΊπŸ‡Έ Austin GP 2026 | IF1ER All-Time Ranking πŸ† 🏎️ Verstappen leads with 68.80, just 1.72 ahead of Hamilton (67.08). 🏁 Hamilton: 5 wins, 9 podiums in 13 races. 🏁 Verstappen: 4 wins, 7 podiums in 10 races. πŸ“Š Two legends, remarkably close efficiency. #F1 #USGP #RaceOptiData
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πŸ‡ΊπŸ‡Έ United States GP 2026: Austin's Speed Evolution (2016–2025) πŸ“Š It's race week! F1 returns to Austin! 🏁 2019 remains the benchmark: Bottas secured pole at 215.7 km/h, while Leclerc set the fastest race lap at 206.4 km/h. πŸ“‰ All three speed indicators declined from 2021 to 2023. πŸ“ˆ A strong rebound in 2024 brought speeds close to their 2019 peaks, with similar levels maintained in 2025. 🏎️ Austin's average speeds rival Baku's, despite very different circuit layouts. #F1 #USGP #RaceOptiData
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πŸ‡¦πŸ‡Ώ Austin vs Baku: two very different circuits, surprisingly similar speeds! 🏁 In 2025, pole position averaged 214.5 km/h at Austin and 213.7 km/h at Baku. πŸ“Š Yet their speed evolution tells a different story: Austin experienced a marked dip in 2021–2023, while Baku remained relatively stable. Two layouts, two challenges, comparable lap averages. #F1 #USGP #RaceOptiData
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πŸ‡ΈπŸ‡¬ F1 2026 Championship Snapshot | After the Singapore GP πŸ† 🟒 Antonelli strengthens his championship lead with 340 points, now 102 ahead of teammate Russell. With 8 wins, 14 podiums and 6 poles, he remains the driver to beat. πŸ”΅ Verstappen claims his second victory of the season at Marina Bay, moving to P4 in the standings (221 points), just 8 behind Hamilton. πŸ”΄ Ferrari consolidates P2 in the Constructors' Championship with 444 points, while McLaren (339) and Red Bull (332) are separated by just 7 points in the battle for P3! 🏁 Mercedes continues to dominate: 11 wins, 22 podiums and 11 pole positions after 17 races, with a 134-point advantage over Ferrari. πŸ“Š 17 races completed, 6 to go. The championship picture is taking shape! πŸ‘‡ #F1 #SingaporeGP #RaceOptiData
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πŸ‡ΈπŸ‡¬ Singapore GP 2026 β€” IF1ER Rankings | Before vs After the Race πŸ“Š 🟠 Norris remains the Marina Bay benchmark! Despite a slight decrease (-2.13), he retains P1 with an IF1ER of 58.67 after six appearances. 🟒 Antonelli makes the biggest leap among the frontrunners! His podium lifts his IF1ER from 40.00 to 50.00 (+10.00), securing P2. πŸ”΄ Leclerc strengthens his position in P3 with 49.14 (+3.81), while πŸ”΅ Verstappen's first Singapore victory boosts him to 48.80 (+5.69) and P4. πŸ”· Lawson also impresses, climbing from 4.00 to 10.67 (+6.67) after his P7 finish. 🏁 History evolves. Every race counts. πŸ“Š Discover how the 2026 grid's historical performance at Marina Bay has changed πŸ‘‡ #F1 #SingaporeGP #RaceOptiData
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πŸ‡ΈπŸ‡¬ Singapore GP 2026: Hadjar vs Russell | Race Pace Comparison πŸ“Š 🟒 Russell dominated the opening stint, building a gap of around 20 seconds over πŸ”΅ Hadjar by Lap 27. πŸ”΅ Hadjar gradually fought back, closing the gap before Russell's pit stop under the Lap 40 VSC. βš”οΈ Despite fresher tyres, Russell struggled to make progress through midfield traffic, particularly behind HΓΌlkenberg. πŸš€ Meanwhile, Hadjar delivered an impressive final stint, closing to within 5 seconds of the Mercedes by the finish. 🏁 Russell P9, Hadjar P10: two remarkable recoveries from the back of the grid, but contrasting race trajectories. #F1 #SingaporeGP #RaceOptiData
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πŸ‡ΈπŸ‡¬ Singapore GP 2026 β€” Norris vs Antonelli | Race Pace Comparison πŸ“Š 🟠 Norris matched 🟒 Antonelli's pace during the opening stint, with little separating the two drivers. 🟒 Antonelli gained around 10 seconds on fresher tyres after his first stop, before Norris briefly reversed the trend following his own pit stop. βš”οΈ But the final stint told a different story. On fresh softs, Antonelli showed a clear pace advantage over the McLaren, particularly in the closing laps. 🏁 A decisive final stint from Antonelli, turning a closely matched battle into a Mercedes podium. #F1 #SingaporeGP #RaceOptiData
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🏁 RaceOptiData is fully updated after the 2026 Singapore GP! βœ… Race results & lap times βœ… Qualifying & Sprint data βœ… Driver & Constructor standings βœ… Historical statistics βœ… API datasets rebuilt and validated All systems are up to date! πŸš€ #F1 #SingaporeGP #F1Data
πŸ€– Made with AI
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πŸ‡ΈπŸ‡¬ Singapore GP 2026 - VER vs LEC | Race Pace Comparison πŸ“Š πŸ”΅ Verstappen dominated the opening stint, building a comfortable advantage over Leclerc. πŸ”΄ Leclerc fought back after his first pit stop, showing stronger pace on mediums and again on fresh softs in the final stint. βš”οΈ Was Leclerc actually faster? At times, yes. But Ferrari's two-stop strategy gave him a tyre advantage, while Verstappen managed the race with just one stop. 🏁 The key difference: race control. Leclerc had the pace, but Verstappen had the stronger overall package and never lost control of the victoryπŸ‘‡ #F1 #SingaporeGP #RaceOptiData
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πŸ‡ΈπŸ‡¬ Singapore GP 2026 β€” Race Analysis 🏁 πŸ”΅ Verstappen delivers a masterclass in race management, claiming his first victory at Marina Bay after controlling the race from Turn 1. πŸ”΄ Ferrari's contrasting strategies: Leclerc takes P2 after a strong final stint, while Hamilton's gamble to stay out during the Lap 40 VSC costs him a potential podium. 🟠 Norris misses his chance at P3 after a mistake battling Hamilton, allowing 🟒 Antonelli to capitalise and complete the podium. πŸ”· Lawson and ⚫ HΓΌlkenberg impress in the midfield, while 🟒 Russell and πŸ”΅ Hadjar recover from the back to score points. πŸ“Š Full race analysis, tyre strategies & pace insights πŸ‘‡ #F1 #SingaporeGP #RaceOptiData
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🏁 Singapore Grand Prix 2026 πŸ‡ΈπŸ‡¬ | Race Results πŸ₯‡ VER πŸ₯ˆ LEC +7.335s πŸ₯‰ ANT +24.573s P4 NOR +40.506s P5 PIA +49.644s P6 HAM +53.188s πŸ“Š Full race classification below πŸ‘‡ #F1 #SingaporeGP #RaceOptiData
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🏁 Singapore GP πŸ‡ΈπŸ‡¬ | Qualifying Analysis πŸ”΅ Verstappen on pole, but Ferrari is lurking with Leclerc P2 and Hamilton P3. 🟒 Championship leader Antonelli starts P4, while Russell and Hadjar face a tough recovery. πŸ”΅ Gasly leads the midfield in P8. #F1 #SingaporeGP #RaceOptiData
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🏁 Qualifying Results β€” Full Classification πŸ”΅ Max Verstappen takes P1 with a 1:31.373, ahead of πŸ”΄ Charles Leclerc (+0.054s) and πŸ”΄ Lewis Hamilton (+0.123s). 🟒 Kimi Antonelli leads the Mercedes charge in P4, while Lando Norris completes the top five. πŸ“Š Full results below πŸ‘‡ #F1 #SingaporeGP #F1Data
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πŸ‡ΈπŸ‡¬ Singapore GP 2026 | Sprint Analysis 🌧️ Torrential rain delays the start, but the drama begins when the lights go out! 🟒 Russell snatches the lead from Verstappen before crashing out on Lap 1. πŸ”΅ Verstappen takes control, while πŸ”΄ Hamilton preserves his tyres to set the fastest lap on L20. Leclerc holds off both McLarens despite tyre degradation. πŸ’₯ After 19 laps behind Piastri, Norris attacks on the final lap. Contact at Turn 5 leaves Piastri out and Norris down to P8. πŸ“Š Lap-by-lap positions, fastest laps & full analysis on RaceOptiData! #F1 #SingaporeGP #F1Sprint
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πŸ‡ΈπŸ‡¬ Singapore GP 2026 – Sprint Results πŸ₯‡ Verstappen πŸ‡³πŸ‡± – 39:48.355 πŸ₯ˆ Hamilton πŸ‡¬πŸ‡§ +2.591s πŸ₯‰ Leclerc πŸ‡²πŸ‡¨ +16.871s Antonelli P4, Lawson P5 and Bearman P6. πŸ“Š Full classification below πŸ‘‡ #F1 #SingaporeGP #F1Data
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