PANW today looks like PAYC did in Nov 2020
PANW's chart over the last 30 trading days is a 67% shape match for PAYC in Nov 2020 — its closest historical analog across a decade of market data. In the 15 trading days after that point, PAYC went +12%.
The forward path is PAYC's actual history after that date — not a prediction for PANW. A close shape match is a starting point for research, not a signal. Different stocks with similar charts can do very different things next.
How we find the twin
We embed PANW's recent daily chart into a 256-dimension shape vector and search millions of historical chart windows for the nearest match by shape, then re-score the finalists on the exact window shown so the lines actually overlap. The match is amplitude-aware, so it's a real twin — not just "both went up."
See PANW's full cohort of historical analogs — the distribution of what they all did next, with calibrated confidence:
PANW cohort →Open in Chart Library