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Leases
9 Months Ended
Sep. 30, 2020
Leases [Abstract]  
Leases Leases
We have adopted Topic 842 effective January 1, 2019 on a modified retrospective basis and elected not to restate comparative periods. We chose to use certain practical expedients offered by the standard including:
We did not reassess whether any expired or existing contracts are or contain leases, the lease classification for any expired or existing leases, or the initial direct costs for any existing leases,
We do not recognize a lease liability or right of use asset for leases with a term of 12 months or less, and
We used hindsight in determining the lease term.
We lease space under non-cancellable operating leases for our offices as well as our data centers. Our office leases typically include free rent periods or rent escalation periods, and may also include leasehold improvement incentives. Leases for data centers may also include free rent periods or rent escalation periods. These leases typically do not include residual value guarantees. Both office and data center leases may contain both lease components (rent) and non-lease components (maintenance, electrical costs, and other service charges). Non-lease components are accounted for separately.
Both office and data center leases typically contain options to renew, and/or early terminate. Options have been included in the lease term if management has determined it is reasonably certain it will be exercised.
Operating lease liabilities are recognized based on the present value of the future minimum lease payments over the lease term at commencement date. As most of our leases do not provide an implicit rate, we use our incremental borrowing rate at lease commencement to determine the present value of future payments. We have a centralized treasury function, and the majority of our leases are negotiated and signed by representatives of Criteo SA. As such, the incremental borrowing rate of Criteo SA is used for all of our contracts. It is then adjusted in consideration of the currency of the lease and the lease term as of the lease commencement date.
Lease expense is recognized for minimum lease payments on a straight-line basis over the lease term. Variable costs are expensed in the period incurred. Variable expenses include changes in indexation. Leases for data centers may have variable costs based on electrical usage.

The components of lease expense are as follows:
Three Months Ended
September 30, 2019September 30, 2020
Offices Data CentersTotalOffices Data CentersTotal
(in thousands)
Lease expense $8,515 $6,086 $14,601 $6,969 $7,199 $14,168 
Short term lease expense 496 518 1,014 115 — 115 
Variable lease expense 406 605 1,011 307 22 329 
Sublease income (769)— (769)(338)— (338)
Total operating lease expense $8,648 $7,209 $15,857 $7,053 $7,221 $14,274 
Nine Months Ended
September 30, 2019September 30, 2020
OfficesData CentersTotalOfficesData CentersTotal
(in thousands)
Lease expense$27,077 $17,427 $44,504 $20,770 $20,519 $41,289 
Short term lease expense1,944 1,573 3,517 332 — 332 
Variable lease expense458 958 1,416 320 110 430 
Sublease income(2,538)— (2,538)(514)— (514)
Total operating lease expense$26,941 $19,958 $46,899 $20,908 $20,629 $41,537 
As of September 30, 2020, we had future minimum lease payments as follows:
September 30, 2020
OfficesData Centers Total
(in thousands)
Remainder of 2020$7,281 $6,369 $13,650 
202128,738 20,914 49,652 
202227,271 10,809 38,080 
202317,463 4,411 21,874 
20248,220 2,258 10,478 
Thereafter 9,556 378 9,934 
Total minimum lease payments 98,529 45,139 143,668 
Impact of Discount Rate(2,876)(1,542)(4,418)
Total Lease Liability$95,653 $43,597 $139,250 

The weighted average remaining lease term and discount rates as of September 30, 2020 are as follows:
September 30, 2019September 30, 2020
Weighted average remaining lease term (years)
    Offices 4.983.78
    Data Centers 2.642.46
Weighted average discount rate
    Offices 2.65 %1.99 %
    Data Centers 1.82 %1.62 %
Supplemental cash flow information related to our operating leases is as follows for the three and nine months ended September 30, 2020:

Three Months Ended
September 30, 2019September 30, 2020
(in thousands)
Cash paid for amounts included in the measurement of lease liabilities
Cash flow for operating activities $(12,885)$(20,070)
Right of use assets obtained in exchange for new operating lease liabilities$4,194 $9,792 

Nine Months Ended
September 30, 2019September 30, 2020
(in thousands)
Cash paid for amounts included in the measurement of lease liabilities
Cash flow for operating activities $(40,816)$(46,851)
Right of use assets obtained in exchange for new operating lease liabilities$15,714 $9,792 

As of September 30, 2020, we have additional operating leases, that have not yet commenced which will result in additional operating lease liabilities and right of use assets:
OfficesData Centers
(in thousands)
Additional operating lease liabilities$— $8,015 
Additional right of use assets$— $8,015 
These operating leases will commence during the fiscal year ending December 31, 2021.
During the three and nine months ended September 30, 2020, we incurred an impairment loss of $1.6 million on certain right of use assets due to the implementation of management's facilities right sizing program. We used market quotes in determining the fair value of the right of use assets. The impairment loss was classified between Research and Development expenses $0.2 million, Sales and Operations expenses $1.1 million, and General and Administrative expenses $0.3 million.