Session Stats

A live metrics panel on the Settings page showing how PowerAim is performing during your session. It’s the non-overlay version of the Debug Overlay.

Session Stats card

What it shows

Metric Meaning
FPS Instantaneous AI-loop frames per second
Inference Time Most-recent ONNX forward-pass time (ms)
Detections (last) Detection box count on the most recent frame
Shots Fired Triggers fired this session
Frames Processed Running total
Tactical Actions AutoPlay actions taken this session
Session hh:mm:ss since reset

A Reset Stats button clears the session counters back to zero. The session timer restarts.

Adaptive Kalman Lead

Below the stats is an Adaptive Kalman Lead toggle. When on, the Kalman filter’s lead time auto-adapts to the measured target velocity — lower lead at low speeds (avoids overshooting), higher lead at high speeds (compensates for delay).

When off, the lead time is a fixed parameter.

Tips

  • Use FPS to validate model size. If you’ve just switched models or sizes, glance at the FPS number — if it dropped below 60 you’ll feel it as input lag.
  • Watch Shots Fired during practice. The counter is a quick way to see how many fires your triggers attempted in a 10-minute warmup session.
  • Reset between sessions. The default behavior is to keep counting; if you want clean stats per match, hit Reset before queueing.

How it relates to the Debug Overlay

The Debug Overlay shows the same numbers but on top of every other window — useful in-game. The Session Stats card is the in-app version — useful while configuring PowerAim.


PowerAim is source-available under PolyForm Noncommercial. Commercial use prohibited.

This site uses Just the Docs, a documentation theme for Jekyll.