Shopify Investor Presentation Deck
Expressed in US millions
GAAP Research and development
less: Research and development SBC and related payroll taxes
less: Accelerated stock-based compensation
less: Severance related costs
Adjusted Research and development
% of Revenue
GAAP General and administrative
less: General and administrative SBC and related payroll taxes
less: Impairment of right-of-use assets and leasehold improvements
less: Severance related costs
less: Litigation contingencies
Adjusted General and administrative
% of Revenue
2018
231
60
171
16%
99
18
81
8%
2019
355
105
250
16%
154
30
124
8%
2020
552
188
364
12%
245
52
32
161
6%
2021
854
251
603
13%
375
91
30
254
5%
2022
1,503
396
8
1,099
20%
708
93
84
F
11
97
423
8%
Q3'22
412
108
8
296
22%
255
26
11
97
121
9%
Q3'23
313
70
243
14%
137
20
38
79
5%
43View entire presentation