Counter-Strike 2 analysis engine

Is someone cheating
in your CS2 match?

CS2Scan analyses any public Steam profile and returns a cheat-probability score built from real CS2 statistics, enforcement history and friend-graph ban density. No downloads, no sign-ups — paste a URL and get a scored breakdown in seconds.

Profile analysis7 engines
350+
Feature axes
3
Profiles analysed
8
Engines
The ensemble

Eight engines, one verdict

01

Accuracy

Shot-to-hit conversion overall and per weapon class, against the population curve.

02

Precision

Headshot conversion rate and its distance from the legitimate distribution.

03

Network

Ban density across the friend graph — the strongest signal in public Steam data.

04

History

VAC, game, economy and community enforcement plus account provenance.

05

Efficiency

K/D, kills per hour, damage per round, MVP rate and win rate.

06

Opacity

How much of the account is deliberately hidden from inspection.

07

Anomaly

Multi-dimensional outlier distance from the population centroid.

08

Consensus

Weighted vote across all seven, scaled by each engine's data confidence.

Scoring

What the score means

030%Clean Player

Normal gameplay patterns detected. Player statistics align with expected legitimate behavior.

3149%Minor Anomalies

Some unusual patterns observed but still within legitimate parameters. Likely a skilled player.

5060%Threshold Zone

Confidence threshold exceeded. Player flagged for potential cheating behavior requiring review.

6180%Likely Cheating

Multiple suspicious patterns detected. Strong indicators suggest use of external assistance.

8195%High Confidence

Overwhelming statistical evidence. Anomalies far exceed normal gameplay patterns.

96100%Confirmed Cheater

Extreme confidence level. Patterns match known cheat signatures with near certainty.

How it works

From Steam URL to verdict

01

Find the player

Paste a profile URL, search by display name, or drop your CS2 `status` console output to scan the whole lobby.

02

Engines analyse

Seven engines pull live Steam data and score every readable feature against population baselines.

03

Read and share

A consensus score with per-engine breakdown, evidence rows, confidence — and a shareable link.

Background

How to check if a CS2 player is cheating

Detecting cheaters in Counter-Strike 2 is hard. VAC bans can take weeks or months to land, and plenty of cheaters stay under the radar with subtle aim assistance or wall hacks that are not obvious mid-match.

CS2Scan reads every behavioural and statistical feature exposed by the Steam Web API for a given account, scores each one against a population baseline, and combines the results into a single probability with an explicit confidence level.

Unlike basic profile checkers that only echo VAC ban history, CS2Scan looks at the shape of the account: accuracy consistency across weapon classes, headshot conversion, output per hour, how much of the profile is hidden, and how many people in the friend graph are already banned.

Every number on the results page traces back to a specific Steam API field. Nothing is decorative — if an engine could not read the data it needs, it reports N/A and drops out of the vote.

FAQ

Questions worth asking first

How accurate is the score?+

Honestly: unquantified. The engines are hand-weighted heuristics scored against hand-set population baselines, not a model validated on a labelled dataset. Anyone publishing an F1 score for a tool in this category owes you the validation run that produced it. We don’t have one yet, so we don’t print one. Treat the score as a structured second opinion, not a verdict.

Does a high score mean the player is definitely cheating?+

No. A high score means the account’s public statistics sit far from what is typical. Genuinely excellent players, smurf accounts and people who mostly play deathmatch all produce elevated scores for entirely legitimate reasons. The only body that can actually determine cheating is Valve.

Why does it say CS2 stats are unavailable?+

Two possible reasons. Either the player set their game details to private, or Valve’s legacy stats endpoint simply has no record for that account — which is common on CS2-era profiles and is a limitation on Valve’s side, not a sign of anything. When it happens, four of the seven engines go dark and the confidence figure drops to match.

Why does the friend list matter so much?+

Ban density across a friend graph is the strongest signal available from public Steam data. Cheaters cluster: they buy from the same sellers, queue together and add each other. An individual stat line is noisy because a very good legitimate player looks much like a cautious cheater — but a friend list where a quarter of accounts are banned is hard to produce by accident.

Can I analyze a private profile?+

Partly. Ban history is public for every account, so the History Engine always runs. The Opacity Engine treats hidden data as weakly informative in itself. Everything else needs readable stats, so a private profile returns a low-confidence result — and the page tells you so rather than quietly guessing.

Will being scored here get someone banned?+

No. CS2Scan has no connection to Valve, no ability to action accounts, and reports nothing to anyone. It reads the same public endpoints any Steam user can read. If you genuinely believe someone is cheating, use the in-game report function — that is the channel Valve actually acts on.

Is this affiliated with Valve?+

No. CS2Scan is an independent project and is not affiliated with, endorsed by, or connected to Valve Corporation. Counter-Strike is a trademark of Valve.

How do I get my profile removed?+

Use the contact form below and pick “Profile removal”. Include the profile URL. Cached results for that account will be dropped. Note that nothing here is republished or indexed on your behalf — results exist only when someone actively looks a profile up.

Can I use this to name and shame someone?+

Please don’t, and it isn’t built for it. There is no public leaderboard, no directory of flagged accounts and no feed of recent scans, deliberately. Posting a statistical score as an accusation against a named person is how people get harassed over false positives.

Contact

Get in touch

Bug reports, disputed scores and API questions all go here. If you think a score is wrong, tell us which engine looks off — the breakdown on the results page names every input it used, so a specific complaint is actionable.

Want your profile out of the cache? Pick Profile removal and include the URL. No justification needed.

We store your message to reply to it. Nothing else.