A six-step pipeline that turns public FiveM telemetry into the most accurate FiveM list with real player counts and behavioural bot detection.
The pipeline
Every 10 minutes we pull the official FiveM master server stream — a single request that returns every active server in the region with hostnames, slot counts, and metadata.
For servers with 30+ live players we fetch each player's session details — ping, presence, and connection metadata. Smaller servers skip this step to spare API budget.
Each player gets a 0–100 probability assigned by our continuously refined behavioural model. The exact signal mix is proprietary.
Population-wide patterns adjust individual scores when the roster as a whole doesn't look like a real community.
Server bot risk combines individual and population signals into one number. Long-term trends compress into a daily history.
Everything surfaces in the explore grid, the per-server analytics dashboard, and the global bot detection ranking.
All telemetry is read from official, public Cfx.re endpoints. We never inject code into game servers, never reach into private systems, and never bypass any platform security. FiveMetrics is a pure read-only consumer.
Bot risk scores are statistical estimates derived from public metadata. They are not legal claims about any individual server or operator.
