Despite the technical gap, advanced servers use heuristic logging:
| Server | Countermeasure | Effectiveness |
| :--- | :--- | :--- |
| NoPixel 3.0 | Custom movement-validator resource | Moderate (flags, not bans) |
| Eclipse RP | Machine learning on input delta arrays | Low (high false positives) |
| DOJ RP | Manual admin spectate + macro watermarks | High (but not scalable) |
The most successful method is the "strafe consistency score" – a ratio of perfect strafe cycles per second compared to human biomechanical limits (max ~14 cycles/sec). Macros routinely exceed 18 cycles/sec. However, this is not part of FAC, only custom Lua scripts.
Methodology: A controlled test using a Razer Huntsman Mini with an onboard macro of +jump | +moveleft,+moveright toggled every 55ms. strafe macro fivem verified
Results over 50 trials:
To preserve the integrity of Verified status, FiveM developers (Cfx.re) should consider:
Anticheats log your keystroke cadence. A human has variable delays between key taps (e.g., 50ms, then 120ms, then 80ms). A macro delivers perfect, identical intervals (e.g., exactly 15ms between A and D every single time). Modern anticheats flag 5-10 identical intervals as a macro. If you use a 1000Hz polling macro, you will be flagged instantly. Despite the technical gap, advanced servers use heuristic
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