Fair-Play Heatmap
A privacy-first browser tool that analyzes your public CS2 match history and surfaces performance trends, suspicious patterns, and a 'fair-play score' so league organizers and team captains can spot genuinely improving players.
CS2 amateur league organizers, team captains, and tournament admins
- Pulls stats from public Steam profiles to plot accuracy, reaction time, and headshot % trends over 90 days
- Anomaly flags: sudden 30%+ jumps in headshot rate trigger review, helping admins catch cheats earlier
- Player report cards for captains drafting roster moves
- Shareable 'verified improving' badge for league registration pages
Trending cheat projects expose how fragile current anti-cheat is — community leagues and amateur tournaments desperately need a lighter-weight, signal-based detection layer they can deploy themselves without buying enterprise software.
Real but partly served: ESEA Advanced division alone ran 64 teams for $7,500 prize pool in late 2025, multiple paid/active Discord stat bots (CS Stats Bot, CS2 Tracker) and server-side AC plugins (AACGuard, TB Anti-Cheat) confirm organizer need.ESEA Season 55: Advanced Division - North America - Liquipedia ↗CS Stats Bot - Professional Counter-Strike 2 Discord Bot ↗
Tighter than expected: Leetify already does demo parsing + performance scoring, FACEIT runs kernel-level AC at scale, CS Stats Bot explicitly advertises 'cheat detection', and AACGuard plus the GitHub TB Anti-Cheat plugin target community servers directly — the privacy-first browser-only angle is only mildly differentiated.Leetify ↗AACGUARD - Client‑Side Anti-Cheat for CS:GO, CS 1.6 & CS2 ↗CS2 Anti-Cheat / TB Anti-Cheat - GitHub ↗
Weak: most CS2 analytics Discord bots are free (CS Stats Bot advertises 'Free 24/7 hosting'), Leetify's pricing is gated but the broader niche trends freemium, and amateur league organizers run on tight volunteer budgets unlikely to pay SaaS fees vs. just trusting FACEIT/ESEA.CS Stats Bot - Professional Counter-Strike 2 Discord Bot ↗Leetify Reviews and Pricing 2026 | F6S ↗
Fragile: depends on continued Steam/CS2 public demo + matchmaking API access (Valve can restrict), an active cheat arms race (XONE-style externals show how quickly tooling shifts), and CS2's lifecycle — a browser-only signal layer risks obsolescence as VAC/FACEIT improve or as the game fades.CS2 Anti-Cheat Update 2025: What's Changed and Does It Work? ↗
Moderately tractable: public Steam/CS2 demo and match data are accessible via known APIs (what Leetify already exploits), browser-only delivery avoids infra cost, but statistical 'suspicious pattern' detection without server telemetry is shallow and likely produces high false-positive rates organizers will reject.CS2 Stat Tracking Guide (Using Leetify) - Steam Community ↗Leetify ↗