MPG CO₂ Weather Towing Cold starts Health Remote start Idle Hotspots
The Data

2025 Ford F-150,
by the numbers.

Every section below is computed from this vehicle's own telemetry. The big number, the context, and the receipt.

MPG · fuel economy

Fuel economy,
measured not claimed.

—MPG · telemetry estimate
Lifetime average reconstructed from fuel-gauge and odometer telemetry

The telemetry estimate reconstructs fuel burned from the dash fuel-level gauge between refuels, with distance from the odometer signal. It tracks pump receipts closely, but it is not a pump-receipt log. When an owner supplies their actual pump-receipt totals, those become the headline and the telemetry figure is shown alongside as context.

Gallons are estimated from fuel-level percentage changes against the 31-gallon tank.

Each bar = one detected tank · hover for details
CO₂ · tailpipe emissions

Carbon, estimated
from fuel burned.

—kg CO₂ estimated

Burning a gallon of gasoline releases about 8.9 kg of CO₂ (EPA). Applied to the fuel this vehicle actually used — reconstructed from the same fuel-gauge telemetry behind the MPG section — it yields a lifetime tailpipe estimate. An estimate, not a measurement.

Weather · fuel economy vs temperature

Cold weather,
paid for in fuel.

—cold-vs-warm MPG

Cold air, winter fuel blends, and longer warm-ups all drag fuel economy down. Pairing each detected tank's MPG with its average ambient temperature shows how much this vehicle gives up when it's cold.

Towing · multi-signal detection

Tow trips, detected
from the data.

—confirmed tow trips

A real tow leaves two fingerprints in the data: fuel economy collapses, and the engine spikes RPM hard pulling away from stops. Either alone is noise — both together are unambiguous.

Cold starts · engine warm-up

Cold-engine starts,
timed to operating temp.

—cold-engine starts

Every cold-engine start — the coolant well below operating temperature at key-on — is logged with the ambient temperature, the engine-block (coolant) temperature at key-on, and how long the coolant took to climb back to operating temperature.

The curve below traces the coldest start — coolant temperature on the y-axis, seconds after start on the x.

Coldest start · coolant temperature vs. time after start
OBD health · diagnostic trouble codes

What the engine computer
reported.

—fault snapshots recorded

Every few minutes, the device asks the engine computer: "any problems?" A vehicle history report tells you what was reported. This tells you what was measured, on a steady cadence, by the engine itself. One is a claim. The other is a receipt.

Remote start · warming sessions

Remote starts,
counted honestly.

—remote-start sessions

A remote-start session shows up in the data as the engine running and warming the block while the vehicle stays parked. Each one below is timed from key-on to drive-off or shutdown.

Idle · engine running, going nowhere

Idling,
added up.

—wasted idling

Time with the engine running while the vehicle sits still burns fuel for zero miles. At an assumed light-duty idle rate, here's what it added up to in fuel, dollars, and CO₂. An estimate from idle duration, not a fuel-flow measurement.

Event hotspots · where the hard moments cluster

Where this vehicle
tested its limits.

—
Hard brakes + harsh corners

The behavior detector flags two kinds of moments: an extreme braking event (a hard stab on the pedal that decelerates faster than normal traffic) and a harsh-cornering event (a turn taken with more lateral G than the suspension was tuned to absorb without complaint). Cluster them by 150-meter hex and the repeat offenders surface.

The hotspots aren't dangerous intersections in the abstract; they're the corners where this driver already tends to brake or turn harder than average. Patterns repeat.

Each red hex = top cluster (~150m). Brighter = more events.