Drop a clip. Caliber finds every duel, reads the frames around each fight the way a human coach would, and hands you the diagnosis — verdicts, frame-cited evidence, and a training block built from real drills.
▸ Clips are analyzed on your own machine — footage never leaves it. Reports stay in your library.
The same loop a human VOD reviewer runs — extract frames, find the fights, study the crosshair — automated end to end.
Any mp4 / mkv / mov clip. Caliber samples contact sheets and scans motion with a center-weighted score — fights happen near your crosshair, so that's where it looks.
Every engagement becomes a duel window with pre-aim leadup — full-frame strips plus crosshair-centered crops, timestamped and numbered.
A vision model grades 8 categories — crosshair placement, first-bullet timing, flick control, fight hygiene and more — citing the exact panels behind every finding.
Every report opens with a sensitivity verdict and eDPI read, maps your session's fights on a motion timeline, then grades each habit with evidence and fixes.
No consistent same-direction miss pattern across readable duels — corrections land on target without systematic overshoot.
V01 DUEL 05 CENTER, PANELS 1–3: crosshair tracks the strafing enemy through the arch without visible overshoot.
V01 DUEL 03 CENTER, PANELS 4–10 · crosshair static while target moves
Center-weighted frame differencing finds your fights and pads each window with pre-aim leadup, so the story starts before the first shot.
Frame strips go to Claude with a coaching methodology — confirm-then-shoot over spray-and-pray — and come back as graded categories with fixes.
eDPI read plus a conservative sens verdict — it only recommends a change when the same-direction miss pattern repeats across 3+ duels.
Scan first, hand-pick the duels that deserve attention, add up to 3s of leadup — Claude studies your picks at double frame density.
Training blocks name actual KovaaK's scenarios and Aim Lab tasks matched to your graded weaknesses — with minutes and success criteria.
Analysis runs on your machine. Your clips never upload anywhere; your reports live in your own library behind your login.
Quick mode analyzes everything automatically. High Caliber flips the workflow: a fast scan maps every fight in your clip, then you curate.
Check the duels that actually mattered — the retake you threw, the 1v3 you almost won — set the leadup, and the AI re-extracts 20 frames per duel instead of 10, concentrating its full attention on the moments you chose.
Fewer, better-chosen duels → more frames each → sharper findings.
Pick your trainer — Aim Lab, KovaaK's, or both — and the report prescribes real scenarios matched to your graded weaknesses, alongside Range and DM discipline drills.
Free account. Local analysis. A coaching report in minutes.