Desktop beta

Download the NullCS beta client.

The first public beta is a Windows desktop app for local Counter-Strike demo review. It accepts .dem files, ranks players inside the match, and keeps the workflow on your PC.

This is a beta review tool, not an anti-cheat system or automated ban system. Review labels mean a player deserves closer inspection, especially across demo context and repeat matches.

Beta client is live.

Install the Windows release asset, open NullCS, and load a Counter-Strike .dem file. The app parses the match locally, builds behavioral features, runs the model pipeline, and presents a ranked review surface.

Windows desktop beta is available through GitHub Releases
Runs locally on Counter-Strike .dem files without cloud upload
Ranks players, summarizes evidence, and opens supporting Steam or CSStats pages

Install path

Use the installer attached to the latest GitHub Release. Do not download builds from random mirrors.

Baseline runtime

On an i5-13400F, RTX 3060 Ti, and 32 GB DDR5 system, a 143.3 MiB demo completed in about 25.2 seconds. Larger demos and slower systems can take longer.

Review context

A review tier is a triage signal. Strong play, edge cases, and single-demo uncertainty still need human inspection and supporting context.