| 📖F1 Understanding Starts by Clicking Follow! | 📈Learn To Read F1 Telemetry Data | ⚙️ Motorsport Performance Engineer / Motorcycle Dynamics PhD |

Joined March 2022
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It was shocking to realise that 20% of the current #F1 grid is following my page! 🤯 (4 out of 20) Verstappen was the first to do so (in 2022), and since then he’s always won the WDC! The power of data analysis? 🤣👀 @Max33Verstappen @FranColapinto @PierreGASLY
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The VSC timing may have gifted HAM the lead, but it was HIS PACE that put him there! 🏆 📊 RACE PACE, PIT-EQUATED (1 extra pit = 22s lost): 1) 🟥Ferrari / HAM 2) 🟩Mercedes / ANT (first time they're not P1) 3) 🟧McL / NOR (~ same pace as ANT!) 4) 🟦RBR / VER On his extra stint, HAM was six-tenths faster than ANT on average, and still 0.27s/lap quicker even after accounting for the additional stop! #F1 #BarcelonaGP @ScuderiaFerrari @LewisHamilton
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The Hard was the tyre to be! The Medium had worse degradation and pace (as the drivers couldn't push as much on it), but still miles better than the Soft
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Just one year ago (In Hungary) The change in feeling and mindset has been massive since the start of the new regulations! @LewisHamilton @ScuderiaFerrari #F1 #BarcelonaGP #F1
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First @LewisHamilton win in Red 🟥 First Ferrari win in Barcelona since 2013 First Ferrari win for the HAM/LEC lineup Ferrari wins in Barcelona 30 years after Schumacher took their first victory there! This is also the first 'proper' race following the compression ratio checks (introduced in Monaco), and the first after Ferrari's second major update package With an updated engine, HAM can genuinely fight for the WDC!!! #F1 #BarcelonaGP
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My fault, sorry guys: as I saw Antonelli's wing come off, I said, 'Given his luck, LEC will run over it and get a puncture' - as soon as I said that, the camera switched, showing him having a hydraulic issue 😭 #F1 #BarcelonaGP
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My fault, sorry guys: as I saw Antonelli's wing come off, I said, 'Given his luck, LEC will run over it and get a puncture' - as soon as I said that, the camera switched, showing him having a hydraulic issue 😭 #F1 #BarcelonaGP
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The upgraded Ferrari was not only very quick (1-3 was possible, their first real shot), but also no other car was faster (342km/h) on their best lap - something they had never come close to before! 💡 The car now has very little drag, with only a power deficit standing between them and a win ✅ What's your prediction for the race? #F1 #BarcelonaGP
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Ferrari's updates (worth an estimated 0.2s @GiulyDuchessa) worked: they were the team that lost the least time to '25, and had a shot at a 1-3 finish! HAM did a great job once again, while LEC must get out of his own head Compared to last year, Merc lost 0.13s to Ferrari, RBR 0.48s, McL 0.85s! Aston was over 6.4s slower than last year, basically F1.5 💀(ALO is rumoured to be in talks with Alpine) #F1 #BarcelonaGP
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McLaren looked great in FP2! Best top speed AND high-speed cornering; RBR worst in both. Either McL is running more downforce and a more powerful PU mode, or their aero efficiency is excellent. Opposite for RBR: running less downforce and way less power? Top Speeds: 1)🟧McL/NOR: 338 2)⬛️Merc/RUS: 337 3)🟥Ferrari/LEC: 335 4)🟦RBR/VER: 328 Turn 14 Min Speed: 1)🟧McL/NOR: 252 2)🟥Ferrari/LEC: 249 3)⬛️Merc/RUS: 248 4)🟦RBR/VER: 244 Clipping: 1)🟦RBR/VER: -22 2)🟧McL/NOR: -28 3)⬛️Merc/RUS: -29 4)🟥Ferrari/LEC: -34 #F1 #BarcelonaGP
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New #F1 PU regulations: ~1100hp in 2028! 🤩 -Increased ICE power ( 20 kW in '27, 50 kW in '28) via higher fuel flow -Decreased ERS power (-50 kW), but NOT in overtake mode (which gets STRONGER, increasing power vs Std.) -Increased harvesting power: same energy harvested in less time Consequences: -LESS total power (-30 kW) in '27, back to baseline in '28 -MORE total power in overtake mode: 800 kW in '28 (~1090 hp), exceeding 1100 hp through PU development! -ICE power share rises to 60% (up from 53% today) → less clipping (the 400 kW harvesting power will help too) Net result: higher performance and top speeds, less clipping. Not a massive shift, but one that satisfied manufacturers!
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Monaco delivered the first 2026 quali laps with NO CLIPPING! 💡 ANT Pole Laps ⬛️Miami: 🟢Acceleration decreases linearly with speed; 🟠ERS transitions from deploy to harvest → Acceleration drops to 0 🔴Car stays full-throttle yet loses speed (negative acceleration, clipping) 🟦Monaco: Acceleration never turns negative; ANT keeps gaining speed until the braking point Two reasons for this: -Monaco's layout: plenty of harvesting opportunities and short full-throttle stretches -A rule change: ERS power had to taper off above 200 km/h Active aero (for drag reduction) was also disabled. As a result, acceleration was lower overall and dropped off more quickly with speed: the combined effect of reduced ERS power and higher drag! Yet another proof that reducing ERS's power share would benefit the sport! Made via @JMP_software #YesJMPcan #F1
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I often read 'The ADUO only considers the ICE power, not the ERS; Mercedes has the best ERS; that's why they got the 2-% ADUO' - but that's wrong! Read on to understand why 💡 The 🔋ERS does NOT produce energy: it simply deploys what it previously harvested. ALL energy originates from the ⛽️ICE Harvesting happens: -At partial throttle, when the ICE produces MORE energy than can be put down (the ERS harvests the surplus) -When coasting or braking, using the car's kinetic energy Having a more powerful ICE: -Extends the partial throttle phase → more harvesting✅ -Raises top speed → more kinetic energy → more harvesting✅ Maximum power (tractive and harvesting) is fixed by the rules, and electric motor efficiency is already extremely high (90-95%), so even halving the losses yields only marginal gains Conclusion: the most powerful ICE means the strongest ERS too, unless a team gets its harvesting/deployment strategy completely wrong! [ADUO is evaluated using an "ICE Performance Index", calculated from the ICE's average power and the lap time's sensitivity to power. The exact formula is kept confidential to prevent manufacturers from gaming the system] #F1 #MonacoGP #ADUO
ADUO FIGURES REVEALED 💥 Not only is the Mercedes ICE NOT the most powerful; they're over 2% behind RBPT (a 12-24 hp deficit), so they will benefit from ADUO! Ferrari (and Audi) DID fall in the 4-6% deficit range → can catch up Honda is so far behind it landed in the newly added 6-8% range, unlocking more budget and development time No one expected that about Mercedes. Ferrari can finally develop their engine... but so can Mercedes! A huge blow to Ferrari's championship hopes #F1 #MonacoGP
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ADUO FIGURES REVEALED 💥 Not only is the Mercedes ICE NOT the most powerful; they're over 2% behind RBPT (a 12-24 hp deficit), so they will benefit from ADUO! Ferrari (and Audi) DID fall in the 4-6% deficit range → can catch up Honda is so far behind it landed in the newly added 6-8% range, unlocking more budget and development time No one expected that about Mercedes. Ferrari can finally develop their engine... but so can Mercedes! A huge blow to Ferrari's championship hopes #F1 #MonacoGP
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Each manufacturer's ICE power estimation I made on the 13th of April, using all the qualifying and race sessions available at the time
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How I’ve computed it: 1) All 2026 Quali, Sprint & Race sessions 2) Laps with glitchy telemetry excluded 3) Straight-mode instants only: throttle >99%, no braking 4) Same drag area (CdA) assumed for all cars 5) ERS deployment profile estimated, then subtracted to isolate ICE power
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Red Bulll has made an incredible job turning around the performance of their chassis in just a few races: from undrivable and barely quicker than a Racing Bulls to a Monaco pole contender!
QUALI ANALYSIS #MonacoGP #F1 🟩ANT's 3 km/h top speed advantage may have been worth the 0.042s that gave him pole. He was quickest at the end of every full-throttle section! 🟦VER showed excellent traction (full throttle 36.9% of the lap) and high-speed cornering (173 km/h in T12!) 🟥Ferrari's advantages vanished in quali: they couldn't string together a clean lap and lost the front row. Still ahead of 🟧McL, though, who were well off the pace, worst or 2nd worst in every aspect! Overtaking in Monaco is extremely hard: ANT might gain significant points over RUS, while Ferrari might have lost a critical opportunity
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QUALI ANALYSIS #MonacoGP #F1 🟩ANT's 3 km/h top speed advantage may have been worth the 0.042s that gave him pole. He was quickest at the end of every full-throttle section! 🟦VER showed excellent traction (full throttle 36.9% of the lap) and high-speed cornering (173 km/h in T12!) 🟥Ferrari's advantages vanished in quali: they couldn't string together a clean lap and lost the front row. Still ahead of 🟧McL, though, who were well off the pace, worst or 2nd worst in every aspect! Overtaking in Monaco is extremely hard: ANT might gain significant points over RUS, while Ferrari might have lost a critical opportunity
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QUALI LAP TIMES - 2026 VS 2025 #MonacoGP Mercedes was P14-15 last year; this year they got pole, losing just 0.5s despite the regulation change This new gen of #F1 cars is way slower around Monaco: Ferrari lost 2.2s, McL 2.6s, Aston 4.4s!
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QUALI LAP TIMES - 2026 VS 2025 #MonacoGP Mercedes was P14-15 last year; this year they got pole, losing just 0.5s despite the regulation change This new gen of #F1 cars is way slower around Monaco: Ferrari lost 2.2s, McL 2.6s, Aston 4.4s!
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