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Data Lake Formation:Billing details

Last Updated:Mar 26, 2026

DLF is billed per catalog. Costs fall into two categories:

  • Table storage — charged for data stored in your lakehouse tables, including DLF Paimon managed storage.

  • Table optimization and management — charged for Compute Units (CUs) consumed by background operations: compaction, snapshot and partition cleanup, orphan file removal, and bucket rebalancing.

All billable items default to pay-as-you-go. Internet traffic and object tagging are currently free; you will be notified before billing starts for these items.

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Billable items

Table storage

Table storage charges cover four sub-items, all billed hourly.

Billable itemWhat triggers chargesBilling basis
Storage consumptionData stored in your catalog, across all storage classesRegion, storage class, redundancy type, capacity, and duration
Data requestEvery API call, SDK call, or console action that reads or writes table filesRequest type and count
Data retrievalAccessing data stored in IA, Archive, or Cold ArchiveRetrieval type and data size
Temporary storageA Standard LRS replica created while restoring Cold Archive data; deleted automatically when the restore period endsTemporary storage size

Storage class selection

Choose a storage class based on how frequently your data is accessed:

Storage classBest forMinimum storage duration
StandardHot data accessed frequentlyNone
Infrequent Access (IA)Data accessed less than once per month30 days (720 hours)
ArchiveData rarely accessed; instant retrieval available60 days (1,440 hours)
Cold ArchiveLong-term archival; retrieval requires a restore step180 days (2880 hours)

Deleting or transitioning an object before its minimum storage duration is complete incurs an early deletion fee for the remaining period. For example, deleting IA data after 20 days charges you for the remaining 10 days.

Choose zone-redundant storage (ZRS) or locally redundant storage (LRS) based on your availability requirements. Not all storage classes support ZRS in every region; see the Unit prices section for availability.

Storage pricing calculation

Unit prices are listed in USD/GB/month, but billing is hourly:

Hourly unit price = Monthly unit price / 30 / 24
Hourly charge = Actual usage (GB) x Hourly unit price

Example: Standard ZRS at 0.02552 USD/GB/month gives a hourly unit price of approximately 0.00003544 USD/GB/hour (0.02552 / 30 / 24).

Table optimization and management

Background operations consume CUs. CU billing depends on your billing method:

Billing methodUnitBilling cycle
Pay-as-you-goUSD/CU/hourHourly
SubscriptionUSD/CU/monthMonthly

Under the hybrid model, your subscription quota covers CU consumption first; any excess is charged at the pay-as-you-go rate.

Billing methods

Pay-as-you-go (default)

All billable items use pay-as-you-go by default. Charges are calculated after actual usage, with no upfront commitment. This model suits workloads with unpredictable or variable demand.

Hybrid (pay-as-you-go + subscription)

Subscription billing applies only to CU consumption. Your subscription covers CU usage up to the purchased quota; excess usage is charged at the pay-as-you-go hourly rate.

The hybrid model reduces CU costs for stable, predictable workloads while keeping the flexibility to handle demand spikes.

Unit prices

Important

Pricing may vary by region. The amounts on your bill are final.

Lakehouse table storage pricing

Storage capacity costs

Basic storage information

Price

Region

Storage class

Storage redundancy type

Storage capacity (USD/GB/month)

China (Beijing)

China (Shanghai)

China (Hangzhou)

China (Shenzhen)

China (Ulanqab)

Standard

Zone-redundant

0.02552

Standard

Locally redundant

0.01903

Infrequent Access

Zone-redundant

0.0155

Infrequent Access

Locally redundant

0.012

Archive Storage

Zone-redundant

0.0051

Archive Storage

Locally redundant

0.0051

Cold Archive

Locally redundant

0.0022

China (Hong Kong)

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0187

Infrequent Access

Zone-redundant

0.01173

Infrequent Access

Locally redundant

0.00935

Archive Storage

Zone-redundant

0.0045

Archive Storage

Locally redundant

0.0045

Cold Archive

Locally redundant

0.002

Singapore

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0187

Infrequent Access

Zone-redundant

0.01173

Infrequent Access

Locally redundant

0.00935

Archive Storage

Zone-redundant

0.0045

Archive Storage

Locally redundant

0.0045

Cold Archive

Locally redundant

0.002

Indonesia (Jakarta)

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0187

Infrequent Access

Zone-redundant

0.01173

Infrequent Access

Locally redundant

0.00935

Archive Storage

Zone-redundant

0.0045

Archive Storage

Locally redundant

0.0045

Cold Archive

Locally redundant

0.002

Japan (Tokyo)

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0187

Infrequent Access

Zone-redundant

0.01173

Infrequent Access

Locally redundant

0.00935

Archive Storage

Zone-redundant

0.0045

Archive Storage

Locally redundant

0.0045

Cold Archive

Locally redundant

0.002

Germany (Frankfurt)

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0187

Infrequent Access

Zone-redundant

0.01148

Infrequent Access

Locally redundant

0.00918

Archive Storage

Zone-redundant

0.0041

Archive Storage

Locally redundant

0.0041

Cold Archive

Locally redundant

0.0018

US (Silicon Valley)

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0176

Infrequent Access

Zone-redundant

/

Infrequent Access

Locally redundant

0.00978

Archive Storage

Zone-redundant

/

Archive Storage

Locally redundant

0.0045

Cold Archive

Locally redundant

0.002

US (Virginia)

Standard

Zone-redundant

0.022

Standard

Locally redundant

0.0176

Infrequent Access

Zone-redundant

/

Infrequent Access

Locally redundant

0.0085

Archive Storage

Zone-redundant

/

Archive Storage

Locally redundant

0.0036

Cold Archive

Locally redundant

0.00099

Data request costs

Basic storage information

Price

Region

Storage class

PUT requests (USD/10,000 requests)

Includes operations such as uploading, copying, and deleting table files.

GET requests (USD/10,000 requests)

Mainly includes read operations on table files.

Retrieval requests (USD/10,000 requests)

Requests generated when restoring data from Cold Archive storage.

China (Beijing)

China (Shanghai)

China (Hangzhou)

China (Shenzhen)

China (Ulanqab)

Standard

0.001563

0.001563

/

Infrequent Access

0.015

0.015

/

Archive Storage

0.016

0.016

/

Cold Archive

0.016

0.016

0.5

China (Hong Kong)

Standard (Zone-Redundant Storage)

0.016

0.001

/

Standard (Locally Redundant Storage)

0.014

0.001

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.05

0.01

/

Cold Archive

0.05

0.01

0.5

Singapore

Standard (Zone-Redundant Storage)

0.015629

0.001

/

Standard (Locally Redundant Storage)

0.014

0.001

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.05

0.01

/

Cold Archive

0.05

0.01

0.5

Indonesia (Jakarta)

Standard

0.05

0.01

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.014

0.001

/

Cold Archive

0.05

0.01

0.5

Japan (Tokyo)

Standard (Zone-Redundant Storage)

0.0157

0.0016

/

Standard (Locally Redundant Storage)

0.014

0.0014

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.05

0.01

/

Cold Archive

0.05

0.01

0.5

Germany (Frankfurt)

Standard (Zone-Redundant Storage)

0.0157

0.0016

/

Standard (Locally Redundant Storage)

0.014

0.0014

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.05

0.01

0.5

Cold Archive

0.05

0.01

/

US (Silicon Valley)

Standard

0.014

0.001

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.05

0.01

/

Cold Archive

0.05

0.01

0.5

US (Virginia)

Standard

0.014

0.001

/

Infrequent Access

0.05

0.01

/

Archive Storage

0.05

0.01

/

Cold Archive

0.05

0.01

0.5

Data retrieval capacity costs

Basic storage information

Price

Region

Storage class

Retrieval type

Data retrieval fee (USD/GB)

China (Beijing)

China (Shanghai)

China (Hangzhou)

China (Shenzhen)

China (Ulanqab)

Infrequent Access

Infrequent Access retrieval

0.005

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

China (Hong Kong)

Infrequent Access

Infrequent Access retrieval

0.01

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

Singapore

Infrequent Access

Infrequent Access retrieval

0.0075

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

Indonesia (Jakarta)

Infrequent Access

Infrequent Access retrieval

0.0075

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

Japan (Tokyo)

Infrequent Access

Infrequent Access retrieval

0.0075

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

Germany (Frankfurt)

Infrequent Access

Infrequent Access retrieval

0.0075

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

US (Silicon Valley)

Infrequent Access

Infrequent Access retrieval

0.0075

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

US (Virginia)

Infrequent Access

Infrequent Access retrieval

0.0075

Archive Storage

Real-time Archive retrieval

0.03

Cold Archive

Cold Archive restore retrieval

0.01

Temporary storage costs

Region

Temporary storage fee (USD/GB/month)

China (Beijing)

China (Shanghai)

China (Hangzhou)

China (Shenzhen)

China (Ulanqab)

0.0173

China (Hong Kong)

0.016

Singapore

0.016

Indonesia (Jakarta)

0.016

Japan (Tokyo)

0.016

Germany (Frankfurt)

0.016

US (Silicon Valley)

0.016

US (Virginia)

0.016

Compute resource pricing

Pay-as-you-go

Region

Unit price (USD/CU/hour)

China (Beijing)

0.06

China (Shanghai)

0.06

China (Hangzhou)

0.06

China (Shenzhen)

0.06

China (Ulanqab)

0.044

China (Hong Kong)

0.09

Germany (Frankfurt)

0.1

Indonesia (Jakarta)

0.08

Singapore

0.09

Japan (Tokyo)

0.1

US (Silicon Valley)

0.07

US (Virginia)

0.07

Subscription

Region

Unit price (USD/month)

China (Beijing)

31.26

China (Shanghai)

31.26

China (Hangzhou)

31.26

China (Shenzhen)

31.26

China (Ulanqab)

21

China (Hong Kong)

47.55

Germany (Frankfurt)

48.4

Indonesia (Jakarta)

42.23

Singapore

45.94

Japan (Tokyo)

50.95

US (Silicon Valley)

37.35

US (Virginia)

35.96

Unit prices

Important

Pricing varies by region. Check your bill for exact charges.

Table storage

Storage usage

Region(s)Storage classStorage redundancy typeStorage (USD/GB/month)
China (Beijing)<br>China (Shanghai)<br>China (Hangzhou)<br>China (Shenzhen)<br>China (Ulanqab)StandardZRS0.02552
StandardLRS0.01903
IAZRS0.0155
IALRS0.012
ArchiveZRS0.0051
ArchiveLRS0.0051
Cold ArchiveLRS0.0022
China (Hong Kong)StandardZRS0.022
StandardLRS0.0187
IAZRS0.01173
IALRS0.00935
ArchiveZRS0.0045
ArchiveLRS0.0045
Cold ArchiveLRS0.002
SingaporeStandardZRS0.022
StandardLRS0.0187
IAZRS0.01173
IALRS0.00935
ArchiveZRS0.0045
ArchiveLRS0.0045
Cold ArchiveLRS0.002
Indonesia (Jakarta)StandardZRS0.022
StandardLRS0.0187
IAZRS0.01173
IALRS0.00935
ArchiveZRS0.0045
ArchiveLRS0.0045
Cold ArchiveLRS0.002
Japan (Tokyo)StandardZRS0.022
StandardLRS0.0187
IAZRS0.01173
IALRS0.00935
ArchiveZRS0.0045
ArchiveLRS0.0045
Cold ArchiveLRS0.002
Germany (Frankfurt)StandardZRS0.022
StandardLRS0.0187
IAZRS0.01148
IALRS0.00918
ArchiveZRS0.0041
ArchiveLRS0.0041
Cold ArchiveLRS0.0018
US (Silicon Valley)StandardZRS0.022
StandardLRS0.0176
IAZRSN/A
IALRS0.00978
ArchiveZRSN/A
ArchiveLRS0.0045
Cold ArchiveLRS0.002
US (Virginia)StandardZRS0.022
StandardLRS0.0176
IAZRSN/A
IALRS0.0085
ArchiveZRSN/A
ArchiveLRS0.0036
Cold ArchiveLRS0.00099

Data request

Region(s)Storage classPUT requests (USD/10,000 requests)GET requests (USD/10,000 requests)Retrieval requests (USD/10,000 requests)
China (Beijing)<br>China (Shanghai)<br>China (Hangzhou)<br>China (Shenzhen)<br>China (Ulanqab)Standard0.0015630.001563N/A
IA0.0150.015N/A
Archive0.0160.016N/A
Cold Archive0.0160.0160.5
China (Hong Kong)Standard0.0160.001N/A
IA0.0140.001N/A
Archive0.050.01N/A
Cold Archive0.050.01N/A
SingaporeStandard0.050.010.5
IA0.0156290.001N/A
Archive0.0140.001N/A
Cold Archive0.050.01N/A
Indonesia (Jakarta)Standard0.050.01N/A
IA0.050.010.5
Archive0.0140.001N/A
Cold Archive0.050.01N/A
Japan (Tokyo)Standard0.050.01N/A
IA0.050.010.5
Archive0.01570.0016N/A
Cold Archive0.0140.0014N/A
Germany (Frankfurt)Standard0.050.01N/A
IA0.050.01N/A
Archive0.050.010.5
Cold Archive0.01570.0016N/A
US (Silicon Valley)Standard0.0140.0014N/A
IA0.050.01N/A
Archive0.050.01N/A
Cold Archive0.050.010.5
US (Virginia)Standard0.0140.001N/A
IA0.050.01N/A
Archive0.050.01N/A
Cold Archive0.050.010.5

PUT requests include uploads, copies, and deletes. GET requests include reads. Retrieval requests are generated only when restoring data from Cold Archive.

Data retrieval

Region(s)Storage classRetrieval typePrice (USD/GB)
China (Beijing)<br>China (Shanghai)<br>China (Hangzhou)<br>China (Shenzhen)<br>China (Ulanqab)IAIA retrieval0.005
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
China (Hong Kong)IAIA retrieval0.01
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
SingaporeIAIA retrieval0.0075
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
Indonesia (Jakarta)IAIA retrieval0.0075
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
Japan (Tokyo)IAIA retrieval0.0075
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
Germany (Frankfurt)IAIA retrieval0.0075
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
US (Silicon Valley)IAIA retrieval0.0075
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01
US (Virginia)IAIA retrieval0.0075
ArchiveArchive instant retrieval0.03
Cold ArchiveCold Archive restore0.01

Temporary storage

Region(s)Unit price (USD/GB/month)
China (Beijing)<br>China (Shanghai)<br>China (Hangzhou)<br>China (Shenzhen)<br>China (Ulanqab)0.0173
China (Hong Kong)0.016
Singapore0.016
Indonesia (Jakarta)0.016
Japan (Tokyo)0.016
Germany (Frankfurt)0.016
US (Silicon Valley)0.016
US (Virginia)0.016

Table optimization and management

Pay-as-you-go CUs

RegionUnit price (USD/CU/hour)
China (Beijing)0.06
China (Shanghai)0.06
China (Hangzhou)0.06
China (Shenzhen)0.06
China (Ulanqab)0.044
China (Hong Kong)0.09
Germany (Frankfurt)0.1
Indonesia (Jakarta)0.08
Singapore0.09
Japan (Tokyo)0.1
US (Silicon Valley)0.07
US (Virginia)0.07

Subscription CUs

RegionUnit price (USD/month)
China (Beijing)31.26
China (Shanghai)31.26
China (Hangzhou)31.26
China (Shenzhen)31.26
China (Ulanqab)21
China (Hong Kong)47.55
Germany (Frankfurt)48.4
Indonesia (Jakarta)42.23
Singapore45.94
Japan (Tokyo)50.95
US (Silicon Valley)37.35
US (Virginia)35.96

Overdue payment

Important

Data is permanently deleted after a catalog is released. Back up critical data before your account becomes overdue.

Overdue durationImpact
0–72 hoursMetadata and stored data remain intact. Creating new resources (catalogs, databases, tables), modifying tables, and starting optimization tasks are blocked.
72–360 hoursResource usage suspended. Running optimization tasks stopped. Metadata API calls blocked.
360+ hoursAll resources released and deleted: metadata (databases, tables, partitions), stored data, and the catalog itself. Console access blocked.