BenchPilot
Public Build Week replay · no paid API

Public Build Week demo · validated replay

Messy experiment. Clear next move.

Build Week demo replay — structured from a real zinc-air experiment using GPT-5.6. Live analysis is disabled on this public deployment.

BenchPilot turns photos, readings, and rough notes into a reproducible record—then challenges your interpretation before it recommends the next test.

Confirmed factsVisual observationsUncertain hypotheses
Evidence stays attributable

Every claim retains its source: user, image, instrument, or calculation.

Agreement is not the goal

At most three competing mechanisms, each with counter-evidence and a falsifier.

Charts cannot hallucinate

Every plotted value comes from the same validated measurement record.

Capture the evidence

Photos and rough notes are treated as evidence, never instructions.

GPT-5.6 replay
Drop experiment imagesJPG, PNG or WebP · up to 4 images · 5 MiB each
Your notes and selected images stay in this browser. Replay loads the validated Build Week fixture and makes no API request.