Personas
Finance
Source
FOCUS 1.0 sample
Result rows
500
Status
Adapted to v1.0
Execution
PrecomputedRead-only
Result snapshot (UTC)
2026-10-11

Billed cost per service provider, billing period and application tag, as actuals for updating application budgets. ServiceProviderName (v1.3+) is derived from provider_name, or publisher_name for marketplace sellers. The sample's application tag key is lowercase 'application'; untagged rows are labelled '(untagged)'. About 8,000 application groups exist, so the 500 with the largest absolute billed cost are kept.

Column adaptations (2)
  • ServiceProviderName → case when publisher_name is not null and publisher_name is distinct from invoice_issuer_name then publisher_name else provider_name end: v1.0 ProviderName for direct cloud services; v1.0 PublisherName for the marketplace sellers (Datadog, Red Hat) whose publisher differs from the invoice issuer, matching the v1.3+ seller semantics.
  • Tags["Application"] → tags->>'application': Same application tag under the key this sample actually uses.

Billed cost by application

Chart controls and notes

Showing the first 20 categories. Open full screen to explore all 495 categories.

Query results
Service provider nameBilling period startBilling period endApplicationTotal billed cost
AWS2026-03-012026-04-01BrightPathMatrix$1,374.63
AWS2026-03-012026-04-01(untagged)-$1,088.30
Microsoft2026-03-012026-04-01(untagged)$567.21
Datadog Inc.2026-03-012026-04-01(untagged)$40.98
AWS2026-03-012026-04-01ZoomMapMax$24.38
AWS2026-03-012026-04-01PureGeniusPilot$20.71
AWS2026-03-012026-04-01GlobalConsoleCloud$18.64
AWS2026-03-012026-04-01GenWebFlex$14.13
AWS2026-03-012026-04-01BrightInsightPort$14.11
AWS2026-03-012026-04-01GlobalClarityNext$9.43
Oracle2026-03-012026-04-01MetaLabPower$7.87
AWS2026-03-012026-04-01ClearSolutionLogic$6.95
AWS2026-03-012026-04-01GreenGuideIQ$6.21
AWS2026-03-012026-04-01PrimeNavigatorWave$5.81
AWS2026-03-012026-04-01ProAccessPilot$4.79
AWS2026-03-012026-04-01OmniBoltFlex$4.77
Oracle2026-03-012026-04-01FastSystemPath-$4.74
AWS2026-03-012026-04-01ClearWebCentral$4.71
AWS2026-03-012026-04-01PowerRadarCore$4.71
AWS2026-03-012026-04-01LeadChainLite$4.66
AWS2026-03-012026-04-01ProEngineMatrix$3.70
AWS2026-03-012026-04-01ZoomBridgeInsight$3.44
AWS2026-03-012026-04-01ProMatrixCentral$3.23
Oracle2026-03-012026-04-01BlueControlTech-$3.20
Oracle2026-03-012026-04-01VisionToolkitConnect$3.20
Oracle2026-03-012026-04-01EvolveManagerPort$3.20
AWS2026-03-012026-04-01BlueScopeInsight$3.20
Oracle2026-03-012026-04-01DynamicScopeEdge$3.20
AWS2026-03-012026-04-01SafeDNACentral$3.13
Oracle2026-03-012026-04-01BlueLensIQ$3.07
AWS2026-03-012026-04-01HyperOptimizerStudio$2.91
AWS2026-03-012026-04-01ActiveManagerLink$2.85
AWS2026-03-012026-04-01MetaNavigatorEngine$2.84
AWS2026-03-012026-04-01SmartAccessSmart$2.81
AWS2026-03-012026-04-01OptiBoxPro$2.80
AWS2026-03-012026-04-01OptiZoomInfinity$2.78
AWS2026-03-012026-04-01ProOptimizerForce$2.73
AWS2026-03-012026-04-01DynamicFocusHub$2.72
AWS2026-03-012026-04-01MaxPortalFusion$2.70
AWS2026-03-012026-04-01TrueStreamEssentials$2.57
AWS2026-03-012026-04-01BlueManagerInfinity$2.54
AWS2026-03-012026-04-01AllProjectorSmart$2.48
AWS2026-03-012026-04-01ZoomLinkCloud$2.42
AWS2026-03-012026-04-01FlexGeniusFlow$2.42
AWS2026-03-012026-04-01EvolveVaultLab$2.30
AWS2026-03-012026-04-01PrimeMirrorFusion$2.22
AWS2026-03-012026-04-01EvolveLabEssentials$2.18
AWS2026-03-012026-04-01CorePortalMax$2.16
AWS2026-03-012026-04-01GenBoltEssentials$2.06
AWS2026-03-012026-04-01PrimeRingHub$1.95
AWS2026-03-012026-04-01SecureBoltFusion$1.91
AWS2026-03-012026-04-01MaxCodeEssentials$1.84
AWS2026-03-012026-04-01BluePrimeDrive$1.81
AWS2026-03-012026-04-01AlphaZoomPulse$1.79
AWS2026-03-012026-04-01BrightModelPower$1.78
AWS2026-03-012026-04-01PowerPilotEssentials$1.74
Red Hat Inc.2026-03-012026-04-01GenBoxLite$1.71
Oracle2026-03-012026-04-01MetaEngineEssentials$1.60
AWS2026-03-012026-04-01OptiDriveCentral$1.58
AWS2026-03-012026-04-01PrimeCompassMatrix$1.57
AWS2026-03-012026-04-01GenFlowPrime$1.55
AWS2026-03-012026-04-01EasyLogicConnect$1.55
AWS2026-03-012026-04-01PrimeLabEngine$1.54
AWS2026-03-012026-04-01ClearNetworkBoost$1.54
AWS2026-03-012026-04-01BrightMapPulse$1.54
Oracle2026-03-012026-04-01EasyPanelEssentials-$1.54
AWS2026-03-012026-04-01MetaSuiteLite$1.54
AWS2026-03-012026-04-01NextAccessFusion$1.54
AWS2026-03-012026-04-01NextFusionMax$1.54
AWS2026-03-012026-04-01QuickMapPulse$1.54
Oracle2026-03-012026-04-01SecureProjectorPower$1.54
Oracle2026-03-012026-04-01TrueDriveSphere$1.54
AWS2026-03-012026-04-01QuickNavigatorDrive$1.47
AWS2026-03-012026-04-01VitalMindPort$1.47
AWS2026-03-012026-04-01ProManagerMax$1.42
AWS2026-03-012026-04-01TotalMatrixBoost$1.37
AWS2026-03-012026-04-01FastCloudPath$1.34
AWS2026-03-012026-04-01EasyZoomFlow$1.33
AWS2026-03-012026-04-01SecurePanelBoost$1.33
AWS2026-03-012026-04-01GenManagerGo$1.33
AWS2026-03-012026-04-01UltraCenterCloud$1.32
AWS2026-03-012026-04-01TotalEngineMatrix$1.31
AWS2026-03-012026-04-01MetaAccessDrive$1.27
AWS2026-03-012026-04-01TotalMapBoost$1.24
AWS2026-03-012026-04-01GenBoxLite$1.17
AWS2026-03-012026-04-01BrightPortalVision$1.15
AWS2026-03-012026-04-01AlphaCloudCloud$1.15
AWS2026-03-012026-04-01InsightNavigatorFusion$1.15
AWS2026-03-012026-04-01PowerBuilderCentral$1.15
AWS2026-03-012026-04-01BrightLensMatrix$1.13
AWS2026-03-012026-04-01ClearCodePulse$1.11
AWS2026-03-012026-04-01GenFactorZone$1.11
AWS2026-03-012026-04-01MetaCompassMatrix$1.10
AWS2026-03-012026-04-01BrightDriveVision$1.09
AWS2026-03-012026-04-01ActiveRingEngine$1.09
AWS2026-03-012026-04-01CoreBuilderNow$1.08
AWS2026-03-012026-04-01PrimeManagerDrive$1.07
AWS2026-03-012026-04-01PowerScopePilot$1.04
Red Hat Inc.2026-03-012026-04-01MaxMatrixFlex$1.03
AWS2026-03-012026-04-01UnifiedStoreEngine$1.02

Showing 100 of 500 rows. Scroll inside the table to see more.

Precomputed result

Inspect Postgres SQL and original FOCUS SQL

Postgres SQL, as run

select case when publisher_name is not null and publisher_name is distinct from invoice_issuer_name then publisher_name else provider_name end as service_provider_name,
       billing_period_start as billing_period_start,
       billing_period_end as billing_period_end,
       coalesce(tags->>'application', '(untagged)') as application,
       sum(billed_cost) as total_billed_cost
from focus.cost_and_usage
where billing_period_start >= $1::timestamptz
  and billing_period_end < $2::timestamptz
group by 1, billing_period_start, billing_period_end, 4
order by abs(sum(billed_cost)) desc nulls last, application, service_provider_name
limit 500

Parameters: $1 = billing_period_start, $2 = billing_period_end

Original FOCUS SQL

SELECT
  ServiceProviderName,
  BillingPeriodStart,
  BillingPeriodEnd,
  Tags["Application"] AS Application,
  SUM(BilledCost) AS TotalBilledCost
FROM focus_data_table
WHERE BillingPeriodStart >= ? AND BillingPeriodEnd < ?
GROUP BY
  ServiceProviderName,
  BillingPeriodStart,
  BillingPeriodEnd,
  Tags["Application"]

Columns used

Column names from the source use case.

  • Service Provider Name
  • Tags
  • Billing Period Start
  • Billing Period End
  • Billed Cost
Read the source on focus.finops.org ↗