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ModelsSeptember 20, 2026

Introducing Ocean-1 Flash

Ocean-1 Flash

Introducing Ocean-1 Flash, the first model we have trained for Meridian. It ships with the plugin and is turned on with /meridian active ocean-1-flash.

Results

On the held-back test set Ocean-1 Flash caught 100% of KillAura windows and misread 4.7% of legit windows. Overall accuracy was 97.6%.

Ocean-1 Flash

Window classification

% of test windows
100%
80%
60%
40%
20%
0%
100%
95.3%
97.6%
KillAura caughtLegit correctOverall
Ocean-1 Flash

False flags

% of legit
10%
7.5%
5%
2.5%
0%
4.7%
0%
WindowsPlayers flagged
Test set: the most recent 25% of each class (83 windows), never used in training.

When the flagging rules are applied, the legitimate player never gets near a flag.

The Ocean-1 Flash was trained using 331 windows from a single legitimate session and one session involving KillAura. It doesn't at present include other cheat clients or aim assist. We advise that you check its flags before enabling automatic punishment.