Round 16 · 2026 · Predictions
Published and locked before each session, then scored against the official result. Below, every session the model has called.
Qualifying at Sepang in heavy rain (95% precipitation, drizzle active) will heavily favour drivers with strong wet-weather racecraft and quick adaptation to slippery conditions. Mercedes (RUS, ANT) and Red Bull (VER, HAD) have shown consistent high-pace pace this season, but the rain elevates the value of experience and bravery; Antonelli's recent form (five straight top-3 finishes despite chaotic quali last round) and Russell's consistency give Mercedes an edge. Expect a compressed grid with wet-tyre performance and tire management becoming critical differentiators.
Russell has dominated wet qualifying this season with exceptional racecraft; Mercedes' setup typically excels in rain, and his round 15 pole-to-win demonstrates current form. Rain amplifies his advantage in car feel and bravery through the turns.
Antonelli's five consecutive top-3 finishes reflect peak form and growing wet-weather confidence. Mercedes' twin-engine development gives ANT a slight gap to third, though his recent R15 qualifying chaos (P16 grid start) suggests qualifying remains a weakness relative to race pace.
Hadjar has posted consistent P3-P6 results in qualifying without DNF blemish; Red Bull's platform favours high-downforce rain setups. He lacks the elite one-lap pedigree of RUS/ANT but benefits from a well-balanced car in treacherous conditions.
LAW: Lawson capitalizes on wet conditions and Red Bull car balance to vault into Q2 and claim a surprise P8-P9 grid slot, leveraging his rising form and fearless wet-weather approach against more experienced but complacent competitors.
Russell's elite wet-quali pedigree and R15 pole victory edge out Antonelli's rising form; Mercedes setup direction favours RUS' aggressive turn-in style in rain.
Leclerc's recent qualifying inconsistency (DNF aftermath) tips slightly toward Hamilton, who maintains steadier one-lap racecraft despite Ferrari's overall strength this season.
Norris' recent qualifying form (R14 P1) outweighs Piastri's mid-season slump; wet conditions suit aggressive throttle management where Lando excels.
Verstappen's vastly superior qualifying record and rain experience dominate Hadjar's emerging form; Red Bull's car bias favours Max's setup demands.
Bearman's recent P9-P11 qualifying runs narrow the gap versus Ocon's instability; wet-track jitters favour neither despite similar recent pace.
Lawson's upward trajectory in mixed conditions and recent R15 P12 finish edge Lindblad's inconsistent qualifying; rain rewards wet-weather confidence.
Bortoleto's slight qualifying consistency advantage over Hülkenberg in Audi's platform is marginal; wet-setup choices will likely split them.
Gasly's recent P1 qualifying (R13) and Alpine's setup flexibility in rain give him edge over Colapinto's debut instability in tricky conditions.
Sainz's R15 P10 finish suggests better wet-weather composure than Albon's high-attrition season; Williams lacks overall quali pace in rain.
Pérez and Bottas are separated by minimal margins; both underperform in wet, though Pérez's recent P14 finish edges Bottas' R15 retirement-plagued form.
Stroll and Alonso both suffer heavy DNF records; Alonso's historic rain mastery edges Lance's instability, but Aston Martin's car struggles override driver skill.
| Team | Top 3 | Top 6 | Points | 2 fin. |
|---|---|---|---|---|
| Mercedes | ✓ | ✓ | ✓ | · |
| Red Bull | ✓ | ✓ | ✓ | · |
| Ferrari | ✓ | ✓ | ✓ | · |
| McLaren | · | ✓ | ✓ | · |
| Alpine F1 Team | · | · | · | · |
| Haas F1 Team | · | · | · | · |
| Audi | · | · | · | · |
| Williams | · | · | · | · |
| RB F1 Team | · | · | · | · |
| Aston Martin | · | · | · | · |
| Cadillac F1 Team | · | · | · | · |
input context SHA-256: a007ed4556363c46863a18fd… · model: claude-haiku-4-5
Sepang presents a high-downforce, wet-weather challenge with 94% rain probability and hot conditions (26.7 °C air, minimal wind). Mercedes leads in both pace and reliability; RUS's recent 1-5-2-3-7 form and championship hunger position him strongly, while ANT's exceptional avgFinish of 2.4 with three race wins suggests peak form despite a quali hiccup last round. Wet weather favors precision drivers and strong wet-weather setups; McLaren's recent instability (NOR's retirement, PIA's mid-field finishes) and Ferrari's DNF-prone season count against HAM and LEC. Red Bull's VER shows mid-field consistency (avgFinish 6.2) but reliability concerns remain.
Russell's recent consistency (1st and 2nd place finishes) and Mercedes' track record in wet conditions at Sepang make him favourite. His qualification penalty last round was anomalous; expect a methodical wet-weather drive underpinned by strong tire management and team strategy.
Antonelli's exceptional 2.4 avgFinish and three wins in five rounds demonstrate raw pace and racecraft. Although he qualified 16th last round, Sepang's wet conditions favour aggressive wet-weather drivers; his youth and fearlessness in the rain position him as a genuine threat to RUS's line.
Hadjar's spotless form (0 DNFs, 5.2 avgFinish) and recent 3rd-place finish show resilience and consistency. Red Bull's package improvement and his familiarity with wet-weather stability make a podium probable despite lower championship points.
HAD: Hadjar's flawless reliability and VER's recent struggles could allow him to lead a Red Bull 1-2, exploiting others' attrition in wet conditions while Mercedes battles early-race chaos.
Russell's recent consistency and race craft edge out Antonelli's raw pace in a rain race where tire management and strategy discipline dominate.
Leclerc's recent finishes (4th, 4th) marginally outpace Hamilton's integration struggles; wet weather is neutral, but Ferrari's setup uncertainty creates slight edge to the quicker car.
Norris' recent pole (5th quali) and superior wet-weather racecraft in high-difficulty conditions give him a clear advantage over Piastri's recent mid-field executions.
Hadjar's flawless reliability (0 DNFs) and recent podium form edge Verstappen's inconsistency and recent mid-field finishes in a wet race where perfection is rewarded.
Bearman's 9th-place finish last race slightly edges Ocon's 8th, but both are near-identical in form; wet weather favors consistency, marginal advantage to Bearman.
Lawson's recent 6th-place finish edges Lindblad's 7th; however, identical avgFinish (9.2 and 9.4) and comparable wet-weather experience make this a near-toss.
Hülkenberg's 11th-place finish last round outpaces Bortoleto's 15th; Audi's package uncertainty in rain remains mutual, but HUL's recent form gives him a marginal edge.
Gasly's four DNFs and disastrous form (11.8 avgFinish, 18th retirement last round) heavily favor Colapinto despite his own struggles; GAS is unlikely to finish.
Sainz's 10th-place finish last round outpaces Albon's 20th retirement; both are unreliable, but SAI's recent form and lower DNF count give him the edge in a wet race.
Pérez's 14th-place finish slightly edges Bottas' retirement; both have poor wet-weather form, but Pérez's consistency gives a marginal advantage.
Alonso's recent retirement matches Stroll's, but Alonso's legendary wet-weather skill and lower recent DNF rate give him a slight edge despite both being near-certain non-scorers.
| Team | Top 3 | Top 6 | Points | 2 fin. |
|---|---|---|---|---|
| Mercedes | ✓ | ✓ | ✓ | ✓ |
| Red Bull | ✓ | ✓ | ✓ | · |
| McLaren | · | ✓ | ✓ | · |
| Ferrari | · | ✓ | ✓ | · |
| Alpine F1 Team | · | · | · | · |
| Haas F1 Team | · | · | · | · |
| RB F1 Team | · | ✓ | · | · |
| Audi | · | · | · | · |
| Williams | · | · | · | · |
| Cadillac F1 Team | · | · | · | · |
| Aston Martin | · | · | · | · |
input context SHA-256: baf8de02c3e94afbe9684596… · model: claude-haiku-4-5
Picks are closed — this session has started. Results and the leaderboard land after the flag.
Predictions are generated by an AI model for information and entertainment only — not betting advice.