Shopify Results Presentation Deck
Expressed in US millions
GAAP Research and development
less: Research and development SBC and SBC-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 SBC-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
11
97
423
8%
Q2'22
347
99
248
19%
130
23
107
8%
Q2'23
648
88
164
102
294
17%
131
19
18
94
6%
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