Palo Alto Networks, Inc.PANWNASDAQ
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R&D Expense Growth Under PressureDecelerating
Percentile Rank0
3Y CAGR-26.5%
5Y CAGR-25.6%
Studio
Year-over-Year Change

Year-over-year research & development expense growth

3Y CAGR
-26.5%/yr
vs +12.2%/yr prior
5Y CAGR
-25.6%/yr
Consistent
Acceleration
-38.7pp
Decelerating
Percentile
P0
Near historical low
vs 5Y Ago
0.2x
Contraction
Streak
4 yr
Consecutive declineDecelerating
PeriodValue
20259.66%
202412.81%
202313.14%
202224.32%
202148.47%
202042.37%
201934.64%
201815.34%
201722.24%
201652.94%