PubMatic (PUBM) R&D US GAAP (year values)

2020 2021 2022 2022 2023   LTM ? CAGR 5 years ?
R&D, bln rub 12.3 15.9 20.8 20.8 26.7   28.3  
Changes by years, y/y, % -2% +30% +31% 0% +28%     +16.2%

PubMatic. R&D, bln rub

PubMatic. R&D, changes, %

PubMatic. R&D, sum by quarters, bln rub

PubMatic (PUBM) R&D US GAAP (quarter values)

2023Q2 2023Q3 2023Q4 2023Q4 2024Q1   LTM ?
R&D, bln rub 6.73 6.63 6.85 6.85 7.96   28.3
Changes by years, y/y, % +33% +31% +16% +16% +22%    
Changes by quarters, q/q, % +3% -1% +3% 0% +16%    

PubMatic. R&D, bln rub

PubMatic. R&D, changes, y/y, %

PubMatic. R&D, changes, q/q, %