Trust is a product feature
Methodology & data integrity
What an estimate means, why confidence changes, and when FramePilot should say there is not enough reliable data.
Benchmark anchors
Measured sessions are grouped by game version, driver, resolution and settings before they can anchor an estimate.
CPU & GPU limits
The estimator models a CPU ceiling and GPU workload separately instead of scaling from a single synthetic score.
Uncertainty intervals
FramePilot presents ranges and tests calibration coverage; unsupported extrapolations can return no result.
Patch & driver decay
Older evidence receives less weight after major game or driver changes.
Laptop uncertainty
TGP, cooling class, power mode and MUX state are explicit confidence factors.
Data provenance
Each source record is designed to carry type, freshness, trust and licensing notes without invented partnerships.
Model limitation
This interface implements the product model; the local estimator is not presented as scientifically validated. Live prices, exchange rates, licenses, partnerships and benchmark provenance are not fabricated.