Anti-Cheat on Amber.gg: How We Keep It Fair

You signed up to turn skill into earnings, not to grind against scripters or stack-smurfs. Amber.gg runs an anti-cheat platform built on three layers that keep ladders honest and your prize pool where it belongs.

🛡️ How we keep Amber.gg cheat-free

Every entry fee is a promise: the player who plays better walks away with the money. We protect that promise with a stack that watches every game, every player, every ladder, around the clock.

Here is the short version of how the surveillance layer works:

• Real-time AI analysis on every match you play, scoring stat patterns and flagging anomalies automatically.
• Community reporting that turns any suspicious moment into a deeper automated review within minutes.
• Prize redistribution, where banned cheaters lose their earnings and that money flows back to the honest players in their ladder.

No cheater builds a winning streak here. They get caught, removed, and refunded out of, not into, your pocket. Want the wider philosophy behind this? Read [how Amber.gg defines fair play](/discover/fair-play).

🤖 Real-time AI pattern detection

Every ranked game you play on a connected account flows through our analytics pipeline. The system reads the raw match data, builds a per-player stat fingerprint, and compares it against expected behavior for that rank and that role.

🎯 We score anomalies across signals you already know: KDA progression, CS per minute, vision score, damage output, and reaction-time proxies extracted from objective takes and trade windows. When a fingerprint drifts too far from what is statistically plausible for the account's MMR, the player gets flagged automatically and queued for deeper review.

This runs silently. Legit players never see a popup, never wait on a check, never lose a second of play. The only people who feel the pipeline are the ones it lights up. If you are curious where the raw signal comes from, it is the same feed that powers [automatic stats sync](/discover/auto-stats-sync) on your profile.

🚨 Community-powered reporting

You are the second sensor. If a teammate or opponent feels off in a ladder, one tap on their card opens a report. Pick the category that fits and send it.

The live categories are exactly what you would expect:

• Smurfing for someone clearly above their account's stated rank.
• Cheating for scripts, third-party tools, or impossible mechanics.
• Other for everything that does not fit cleanly above (boosting, account sharing, win-trading).

Reports do not sit in a queue gathering dust. The moment one lands, the system triggers a deeper automated analysis on the reported account, pulling extra match history and running heavier checks. A human reviewer steps in only when the AI is on the fence. Most decisions land within minutes, not days.

🎯 Smurfing detection

Cheating is one problem. Smurfs are the other, and they are sneakier because the player is genuinely playing, just at the wrong rank. We catch them by looking at the math, not the moves.

A few example signals that light up our smurf detector:

• Account age vs MMR mismatch: a brand-new account climbing 4 divisions in a week, with mechanics that match a Master+ player.
• Win-rate way above the curve: a 78% win-rate over 40 games at Gold is not "hot streak", it is a smurf.
• Stat ceiling break: CS per minute, vision per minute, and damage share that consistently sit in the top 1% of the account's stated rank.

When the pattern is clean, the account gets locked out of competitive ladders before it ever touches your entry fee. Compete in a [LoL ladder](/play/lol) or a [Valorant ladder](/play/valorant) and you are competing against real ranks. That is the whole point of the platform.

⚖️ What happens to caught cheaters

Detection is loud. Consequences are louder.

A confirmed cheater gets an **instant ban from the ladder** and from every active ladder they have entered. Their account is locked out of competitive play across Amber.gg. No "warning", no "second chance", no "we are reviewing your appeal" for a week while they keep playing. The door closes.

Here is the part that changes the math for everyone honest in the room: their **prize pool earnings get redistributed back to the legit players in the same ladder**. The money does not return to the platform's pocket. It goes to the players the cheater stole from, weighted by final ranking. Read more about [how ladders and prize pools work](/discover/ladders) if you want the mechanics.

That is justice, not punishment. If a smurf or scripter wasted 10 hours of your week, you do not just get the cheater removed. You get paid out of the wreckage. The serious players noticed. The opportunists noticed too, and most of them left.

✊ Compete on a level playing field

Amber.gg is built for the player who wants their skill, their grind, and their game knowledge to translate into a payout that actually reflects what they did on the rift or on the map. Every layer of the anti-cheat platform exists so that statement stays true.

Join a community of players who treat ranked like ranked. Browse the [ambassadors program](/ambassadors) if you want to help keep the platform clean, or jump straight into a ladder.

Ready to compete clean? Hit play and find your next ladder.