Source
FOCUS 1.0 sample
Result rows
131
Status
Adapted to v1.0
Execution
PrecomputedRead-only
Result snapshot (UTC)
2026-10-11

Monthly amortized (effective) cost by provider, service category, service and charge category as a forecasting base. MONTH() becomes date_trunc('month') so years stay distinct. The sample is almost all March 2026 (plus a few April 2026 Oracle and September 2025 Google rows), so the default range spans September 2025 to April 2026.

Column adaptations (1)
  • ServiceProviderName → case when publisher_name is not null and publisher_name is distinct from invoice_issuer_name then publisher_name else provider_name end: v1.3 replaced ProviderName with ServiceProviderName (the seller in marketplace scenarios). v1.0 ProviderName supplies it for direct-provider charges; PublisherName supplies it for the observed AWS Marketplace sellers (Datadog, Red Hat) where it differs from InvoiceIssuerName. Same expression as the other v1.3 catalog entries.

Monthly effective cost by service category

Chart controls and notes

The largest 7 series keep their own colors; the remaining series are combined as Other.

Query results
Billing monthService provider nameService categoryService nameCharge categoryTotal effective cost
2025-09-01Google CloudGCPArtifact Registryusage$0.00
2025-09-01Google CloudGCPNetworkingusage$0.00
2026-03-01AWSComputeAmazon Elastic Compute CloudUsage$1,372.00
2026-03-01MicrosoftComputeVirtual MachinesUsage$188.30
2026-03-01MicrosoftDatabasesAzure SQL DatabaseUsage$149.04
2026-03-01MicrosoftOtherSQL DatabaseUsage$108.73
2026-03-01Datadog Inc.OtherDatadogUsage$40.32
2026-03-01MicrosoftWebAzure App ServiceUsage$35.98
2026-03-01MicrosoftOtherAzure Synapse AnalyticsUsage$30.24
2026-03-01AWSManagement and GovernanceAmazonCloudWatchUsage$24.00
2026-03-01MicrosoftAnalyticsMicrosoft.FabricUsage$19.28
2026-03-01MicrosoftStorageStorage AccountsUsage$17.46
2026-03-01AWSDatabasesAmazon Relational Database ServiceUsage$17.00
2026-03-01AWSStorageAmazon Elastic File SystemUsage$14.00
2026-03-01MicrosoftNetworkingVirtual NetworkUsage$12.91
2026-03-01MicrosoftDeveloper ToolsAzure Load TestingUsage$10.00
2026-03-01MicrosoftManagement and GovernanceAzure MonitorUsage$8.75
2026-03-01MicrosoftComputeAzure Kubernetes ServiceUsage$8.36
2026-03-01AWSNetworkingAmazon CloudFrontUsage$8.00
2026-03-01OracleComputeCOMPUTEAdjustment$8.00
2026-03-01OracleComputeCOMPUTEUsage$8.00
2026-03-01AWSManagement and GovernanceAWS ConfigUsage$6.00
2026-03-01MicrosoftAI and Machine LearningAzure Machine LearningUsage$5.05
2026-03-01MicrosoftComputeAzure Container InstancesUsage$5.02
2026-03-01MicrosoftNetworkingAzure ExpressRouteUsage$4.19
2026-03-01AWSOtherAmazon Elastic Container Service for KubernetesUsage$4.00
2026-03-01AWSStorageAmazon Simple Storage ServiceUsage$4.00
2026-03-01AWSNetworkingElastic Load BalancingUsage$3.00
2026-03-01OracleWebOPENSEARCHUsage$3.00
2026-03-01Oracle–ODSPUsage$2.00
2026-03-01MicrosoftNetworkingAzure Private LinkUsage$1.85
2026-03-01AWSStorageAmazon Elastic Compute CloudUsage$1.00
2026-03-01MicrosoftOtherLoad BalancerUsage$0.72
2026-03-01MicrosoftSecurityMicrosoft Defender for CloudUsage$0.65
2026-03-01MicrosoftOtherVirtual NetworkUsage$0.18
2026-03-01MicrosoftComputeAzure Container RegistryUsage$0.17
2026-03-01MicrosoftStorageAzure Site RecoveryUsage$0.16
2026-03-01MicrosoftSecurityKey VaultUsage$0.02
2026-03-01MicrosoftNetworkingAzure DNSUsage$0.02
2026-03-01MicrosoftAnalyticsAzure Synapse AnalyticsUsage$0.00606
2026-03-01MicrosoftNetworkingApplication GatewayUsage$0.00146
2026-03-01MicrosoftIntegrationLogic AppsUsage$0.00025
2026-03-01MicrosoftIntegrationEvent GridUsage$0.0000726
2026-03-01MicrosoftIntegrationAzure Data FactoryUsage$0.00003
2026-03-01MicrosoftIntegrationService BusUsage$0.00000205
2026-03-01AWSAnalyticsAmazon QuickSightUsage$0.00
2026-03-01AWSAnalyticsAmazon RedshiftUsage$0.00
2026-03-01AWSAnalyticsAWS GlueUsage$0.00
2026-03-01AWSBusiness ApplicationsAmazon Simple Email ServiceCredit$0.00
2026-03-01AWSBusiness ApplicationsAmazon Simple Email ServiceUsage$0.00
2026-03-01AWSBusiness ApplicationsAmazon WorkDocsUsage$0.00
2026-03-01AWSBusiness ApplicationsAmazonWorkMailUsage$0.00
2026-03-01AWSComputeAmazon Elastic Compute CloudTax$0.00
2026-03-01AWSComputeAmazon Elastic Container Registry PublicUsage$0.00
2026-03-01AWSComputeAmazon LightsailUsage$0.00
2026-03-01AWSComputeAWS LambdaUsage$0.00
2026-03-01AWSComputeAWS Step FunctionsUsage$0.00
2026-03-01AWSComputeSavings Plans for AWS Compute usagePurchase$0.00
2026-03-01AWSDatabasesAmazon DocumentDB (with MongoDB compatibility)Credit$0.00
2026-03-01AWSDatabasesAmazon DocumentDB (with MongoDB compatibility)Usage$0.00
2026-03-01AWSDatabasesAmazon DynamoDBUsage$0.00
2026-03-01AWSDatabasesAmazon ElastiCacheUsage$0.00
2026-03-01AWSDatabasesAmazon OpenSearch ServiceUsage$0.00
2026-03-01AWSDeveloper ToolsAmazon DevOps GuruUsage$0.00
2026-03-01AWSDeveloper ToolsAWS X-RayUsage$0.00
2026-03-01AWSIdentityAWS Key Management ServiceCredit$0.00
2026-03-01AWSIdentityAWS Key Management ServiceUsage$0.00
2026-03-01AWSIdentityAWS Secrets ManagerUsage$0.00
2026-03-01AWSIntegrationAmazon Simple Notification ServiceUsage$0.00
2026-03-01AWSIntegrationAmazon Simple Queue ServiceCredit$0.00
2026-03-01AWSIntegrationAmazon Simple Queue ServiceUsage$0.00
2026-03-01AWSIntegrationCloudWatch EventsUsage$0.00
2026-03-01AWSManagement and GovernanceAmazonCloudWatchTax$0.00
2026-03-01AWSManagement and GovernanceAWS CloudFormationUsage$0.00
2026-03-01AWSManagement and GovernanceAWS CloudTrailUsage$0.00
2026-03-01AWSManagement and GovernanceAWS Systems ManagerUsage$0.00
2026-03-01AWSMigrationAWS Transfer FamilyUsage$0.00
2026-03-01AWSNetworkingAmazon API GatewayUsage$0.00
2026-03-01AWSNetworkingAmazon CloudFrontTax$0.00
2026-03-01AWSNetworkingAmazon Route 53Usage$0.00
2026-03-01AWSNetworkingAmazon Virtual Private CloudTax$0.00
2026-03-01AWSNetworkingAmazon Virtual Private CloudUsage$0.00
2026-03-01AWSNetworkingAWS Data TransferCredit$0.00
2026-03-01AWSNetworkingElastic Load BalancingCredit$0.00
2026-03-01AWSOtherAmazon EC2 Container Registry (ECR)Usage$0.00
2026-03-01AWSOtherAmazon Elastic Container ServiceCredit$0.00
2026-03-01AWSOtherAmazon Elastic Container ServiceUsage$0.00
2026-03-01AWSOtherAWS App RunnerUsage$0.00
2026-03-01AWSSecurityAmazon GuardDutyUsage$0.00
2026-03-01AWSSecurityAWS Security HubUsage$0.00
2026-03-01AWSSecurityAWS WAFUsage$0.00
2026-03-01AWSStorageAmazon GlacierUsage$0.00
2026-03-01AWSStorageAmazon Simple Storage ServiceCredit$0.00
2026-03-01AWSStorageAmazon Simple Storage ServiceTax$0.00
2026-03-01AWSStorageAWS BackupUsage$0.00
2026-03-01AWSWebAmazon Location ServiceUsage$0.00
2026-03-01MicrosoftComputeAzure Savings Plan for ComputeUsage$0.00
2026-03-01MicrosoftDeveloper ToolsApp ConfigurationUsage$0.00
2026-03-01MicrosoftOtherAzure App ServiceUsage$0.00
2026-03-01MicrosoftOtherSQL Managed InstanceUsage$0.00

Showing 100 of 131 rows. Scroll inside the table to see more.

Precomputed result

Inspect Postgres SQL and original FOCUS SQL

Postgres SQL, as run

select date_trunc('month', billing_period_start) as billing_month,
       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,
       service_category,
       service_name,
       charge_category,
       sum(effective_cost) as total_effective_cost
from focus.cost_and_usage
where billing_period_start >= $1::timestamptz
  and billing_period_end < $2::timestamptz
group by 1, 2, 3, 4, 5
order by billing_month, total_effective_cost desc nulls last, service_provider_name, service_category, service_name, charge_category
limit 500

Parameters: $1 = billing_period_start, $2 = billing_period_end

Original FOCUS SQL

SELECT
  MONTH(BillingPeriodStart),
  ServiceProviderName,
  ServiceCategory,
  ServiceName,
  ChargeCategory,
  SUM(EffectiveCost) AS TotalEffectiveCost
FROM focus_data_table
WHERE BillingPeriodStart >= ?  AND BillingPeriodEnd < ?
GROUP BY
  MONTH(BillingPeriodStart),
  ServiceProviderName,
  ServiceCategory,
  ServiceName,
  ChargeCategory