Fortnite AI coaching
Royal Arena parses your own tournament replays phase by phase and compares every decision you made against what players in your division — and in Division 1 — did from the same position. Then it explains, in a sentence, which two moments cost you the most points and what to change next game.
This is the whole design, and it is why the answers can be trusted. Every number in an answer is computed before the model is ever called, from measured replay data, and handed to it together with the sample size of the players it is being compared against. The model chooses what matters and writes it. It has no arithmetic to do — so it has no way to invent a statistic.
One row per zone phase: position relative to the zone, height against nearby enemies, materials spent, teammates alive, what you did.
Players in the same phase, the same distance from the zone, the same division — with the count of how many, every time.
Survival differences converted into tournament points, so advice is ranked by what it actually costs you.
These are findings from Royal Arena's own replay archive — 68,305 tournament games across 142 event windows, of which 4,098,997 situations carry a validated points outcome. They are published because they are checkable, and because some of them contradict what competitive players are usually told.
| Stage of the game | Mean points if you survive | If you die | Cost of dying |
|---|---|---|---|
| Phases 2–4 (early) | 29.03 | 7.69 | 21.35 pts |
| Phases 5–7 (mid) | 38.13 | 25.82 | 12.31 pts |
| Phases 8–12 (end) | 46.63 | 40.52 | 6.11 pts |
By the endgame the placement is largely banked, so a death there costs a fraction of an early one. This exchange rate is what lets the coach rank two mistakes against each other instead of listing them.
In an engaged phase between phases 8 and 12, spending under 100 materials survives 35.0% of the time. Spending 300–600 survives 85.5% — a 50-point swing worth 3.08 tournament points a game. The optimum moves with the clock: 100–300 early, 300–600 late.
Recovered independently from archived leaderboards, the FNCS placement table is identical in all five divisions (65 / 56 / 52 / 48 / 44 …). The only lever that changes between them is the elimination: 2 points in Division 1, 1 in Divisions 2–4, and 0 in Division 5.
Holding height over nearby enemies raises phase survival by 1.5 points early and 10.4 points at phases 8–12. Priced in tournament points the gap narrows — because each point of survival is worth less once dying is cheap.
In the opening phases, rotating late costs almost nothing in survival; the penalty only appears from phase 6 onward. What is never survivable is not rotating at all: in a final phase that choice survives a fraction as often as taking the zone late, in every division measured.
| A general AI assistant | Royal Arena | |
|---|---|---|
| Has seen your game | No — it can only describe Fortnite in general | Yes — your replay, phase by phase |
| Where the numbers come from | Recalled from training data, often outdated | Measured from tournament replays, with sample sizes |
| Knows your division | No | Yes — and compares you to it and to Division 1 |
| Can rank your mistakes | No | Yes — priced in tournament points |
No upload, no install. Royal Arena finds your tournament games itself.
Every game is measured into zone phases. Epic keeps replays for 30 days; the analysis is kept forever.
Open a parsed game and ask. The answer cites what players in your division did from the same position.
Free accounts see their recent events, two analysed replays and get one coach question every month. Platinum parses every game of the last 30 days and includes 12 questions a month.