Kaliber analyzes your ranked gameplay, finds the habit costing you the most rounds, and gives you a weekly plan to fix it — then tracks whether that mistake is actually disappearing from your matches.
▸ Clips are analyzed on your own machine — footage never leaves it. Free account, sample scan here.
Stat trackers show you numbers, aim trainers drill mechanics, and human coaches cost $40 an hour. Kaliber is the missing layer between them — it finds your mistake pattern, then runs the weekly loop that removes it.
Drop your ranked clips. Kaliber finds every duel, reads the frames around each fight like a human coach, and grades the habits — crosshair placement, first contact, exposure, panic patterns.
Not a 40-line report — one habit costing you the most rounds, and a 7-day plan built around killing it: daily warmup, one ranked rule, one thing you're banned from doing.
Tag your deaths, check in after sessions, and watch the Death Ledger trend down. Next week, Kaliber picks the next-biggest leak — and the loop repeats until the rank moves.
Every scan opens with a sensitivity verdict and eDPI read, maps your session's fights on a motion timeline, then grades each habit with frame-cited evidence — the raw material your weekly plan is built from.
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
Every piece of it answers one of four questions: what's costing me rounds, what should I train today, did I actually improve, and what do I fix next.
One habit — the biggest leak — chosen from your scan, your Death Ledger, and your profile. You fix one thing per week, because that's how fixing works.
A 7-day protocol built around the constraint: daily warmup with minutes, one ranked rule, one thing you're banned from doing, one post-match task.
Tag why you died in three taps — overexposed, panic spray, bad re-peek. The pattern in the ledger picks next week's constraint, so you're never guessing what to fix.
Open the app before you queue and get one instruction for tonight's session. Specific, opinionated, and matched to the week's constraint.
Frame-level film review: every duel found, crosshair-centered evidence, graded habits, sensitivity verdict. The scan feeds the system — it isn't the product by itself.
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.
Week-over-week death trends and before/after scans. "Overexposure deaths: 11 → 7." Either the mistake is disappearing or the plan changes.
Quick mode analyzes everything automatically, but High Kaliber 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.
Picking fewer, better duels gives the model more frames on each one, and that's what makes the findings sharper.
Pick your trainer — Aim Lab, KovaaK's, or both — and every scan prescribes real scenarios matched to your graded weaknesses, alongside Range and DM discipline drills.
Create a free account, run one scan, and you'll have your first Primary Constraint — with the plan to kill it — in minutes.