Source
FOCUS 1.0 sample
Result rows
458
Status
Adapted to v1.0
Execution
PrecomputedRead-only
Result snapshot (UTC)
2026-10-11

Effective cost by service provider, region and service over the period. The source groups by hourly/daily ChargePeriodStart, which yields thousands of groups here; this translation rolls charge periods up to the month (the sample is essentially March 2026) so all region/service groups fit in the result.

Column adaptations (1)
  • ServiceProviderName → publisher_name / provider_name: Use publisher_name when it differs from invoice_issuer_name (the sample marketplace sellers Datadog and Red Hat); otherwise the direct provider's v1.0 provider_name. Same convention as the other catalog entries.

Effective cost by region

Chart controls and notes

Showing the first 20 categories. Open full screen to explore all 50 categories.

Query results
Charge monthService provider nameRegion idService nameTotal effective cost
2026-03-01AWSus-east-1Amazon Elastic Compute Cloud$139.00
2026-03-01Microsoftwestus2Azure SQL Database$119.13
2026-03-01Microsoftwestus2Virtual Machines$108.00
2026-03-01Microsoftwestus2SQL Database$70.15
2026-03-01Datadog Inc.us-east-1Datadog$40.32
2026-03-01MicrosofteastusSQL Database$38.57
2026-03-01MicrosoftwestusVirtual Machines$34.93
2026-03-01AWSeu-central-1Amazon Elastic Compute Cloud$31.00
2026-03-01Microsofteastus2Azure Synapse Analytics$30.25
2026-03-01AWSap-southeast-1Amazon Elastic Compute Cloud$30.00
2026-03-01MicrosofteastusAzure SQL Database$29.62
2026-03-01MicrosoftsouthcentralusAzure App Service$28.80
2026-03-01AWSus-east-1AmazonCloudWatch$21.00
2026-03-01MicrosoftwestcentralusMicrosoft.Fabric$19.20
2026-03-01Oracle–COMPUTE$18.00
2026-03-01AWSus-west-2Amazon Elastic Compute Cloud$14.00
2026-03-01MicrosofteastusVirtual Machines$13.96
2026-03-01Microsofteastus2Storage Accounts$11.26
2026-03-01MicrosoftcanadacentralVirtual Machines$10.66
2026-03-01MicrosofteastusAzure Load Testing$10.00
2026-03-01AWSus-west-2Amazon Relational Database Service$9.00
2026-03-01MicrosoftcentralusVirtual Network$8.81
2026-03-01MicrosofteastusAzure Kubernetes Service$8.62
2026-03-01MicrosoftfrancecentralVirtual Machines$7.64
2026-03-01MicrosoftcentralusAzure App Service$7.18
2026-03-01Microsofteastus2Azure Machine Learning$5.05
2026-03-01MicrosoftsouthcentralusVirtual Machines$5.03
2026-03-01Microsofteastus2Azure Container Instances$5.02
2026-03-01AWSap-southeast-1Amazon Elastic File System$5.00
2026-03-01AWSeu-central-1Amazon Elastic File System$5.00
2026-03-01AWSus-east-1AWS Config$5.00
2026-03-01MicrosoftuksouthAzure Monitor$4.70
2026-03-01MicrosofteastasiaVirtual Machines$4.27
2026-03-01MicrosoftsouthcentralusAzure ExpressRoute$4.19
2026-03-01MicrosofteastusAzure Monitor$4.05
2026-03-01AWSap-southeast-1Amazon CloudFront$4.00
2026-03-01AWSus-west-2Amazon Simple Storage Service$4.00
2026-03-01MicrosoftcentralusAzure DB for MySQL$3.69
2026-03-01AWSaf-south-1Amazon Elastic Compute Cloud$3.00
2026-03-01AWSus-east-1Amazon CloudFront$3.00
2026-03-01AWSus-east-2Amazon Elastic Container Service for Kubernetes$3.00
2026-03-01AWSus-west-2Elastic Load Balancing$3.00
2026-03-01Oracle–OPENSEARCH$3.00
2026-03-01MicrosoftcentralusVirtual Machines$2.54
2026-03-01MicrosofteastusVirtual Network$2.34
2026-03-01MicrosoftcentralusStorage Accounts$2.11
2026-03-01AWSus-west-2AmazonCloudWatch$2.00
2026-03-01Oracle–ODSP$2.00
2026-03-01MicrosoftwestusVirtual Network$1.32
2026-03-01MicrosofteastasiaStorage Accounts$1.29
2026-03-01MicrosoftukwestVirtual Machines$1.22
2026-03-01Microsoftwestus2Azure Private Link$1.11
2026-03-01AWSeu-west-1Amazon CloudFront$1.00
2026-03-01AWSus-east-1Amazon Elastic Container Service for Kubernetes$1.00
2026-03-01AWSus-west-2AWS Config$1.00
2026-03-01MicrosoftnortheuropeStorage Accounts$0.97
2026-03-01Microsofteastus2Load Balancer$0.72
2026-03-01MicrosoftcentralusAzure Private Link$0.72
2026-03-01MicrosoftnorthcentralusStorage Accounts$0.65
2026-03-01MicrosoftglobalMicrosoft Defender for Cloud$0.65
2026-03-01MicrosoftwestusLoad Balancer$0.60
2026-03-01MicrosoftcanadaeastStorage Accounts$0.53
2026-03-01MicrosoftnorthcentralusVirtual Machines$0.39
2026-03-01MicrosofteastusStorage Accounts$0.36
2026-03-01Microsofteastus2Virtual Machines$0.32
2026-03-01MicrosoftcentralusAzure SQL Database$0.28
2026-03-01MicrosoftsouthcentralusVirtual Network$0.27
2026-03-01Microsoftwestus2Virtual Network$0.19
2026-03-01MicrosoftkoreacentralStorage Accounts$0.17
2026-03-01Microsofteastus2Azure Container Registry$0.17
2026-03-01MicrosoftsoutheastasiaAzure Site Recovery$0.16
2026-03-01MicrosoftukwestStorage Accounts$0.15
2026-03-01MicrosoftsoutheastasiaStorage Accounts$0.11
2026-03-01MicrosoftcanadaeastVirtual Network$0.10
2026-03-01MicrosofteastasiaVirtual Network$0.10
2026-03-01MicrosoftukwestVirtual Network$0.09
2026-03-01Microsoftwestus2Microsoft.Fabric$0.08
2026-03-01Microsoftwestus2Storage Accounts$0.08
2026-03-01MicrosoftwestusKey Vault$0.02
2026-03-01MicrosoftglobalAzure DNS$0.02
2026-03-01MicrosoftglobalAzure Private Link$0.02
2026-03-01MicrosofteastusKey Vault$0.00816
2026-03-01MicrosoftcanadacentralStorage Accounts$0.00663
2026-03-01MicrosofteastusApplication Gateway$0.00146
2026-03-01MicrosoftwestusAzure Monitor$0.00112
2026-03-01MicrosoftsouthcentralusStorage Accounts$0.00109
2026-03-01MicrosoftwestusLogic Apps$0.00025
2026-03-01Microsofteastus2Key Vault$0.000123
2026-03-01MicrosofteastusAzure Data Factory$0.00008
2026-03-01MicrosoftwestusEvent Grid$0.0000408
2026-03-01MicrosoftbrazilsouthStorage Accounts$0.0000341
2026-03-01Microsofteastus2Event Grid$0.0000306
2026-03-01MicrosoftnorthcentralusAzure Monitor$0.00002
2026-03-01Microsoftwestus2Azure Data Factory$0.00002
2026-03-01Microsofteastus2euapStorage Accounts$0.0000169
2026-03-01MicrosoftwestcentralusStorage Accounts$0.0000162
2026-03-01MicrosoftnorwayeastStorage Accounts$0.0000115
2026-03-01MicrosoftfrancecentralStorage Accounts$0.00000873
2026-03-01MicrosofteastusEvent Grid$0.0000054
2026-03-01MicrosoftwestusService Bus$0.00000205

Showing 100 of 458 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', charge_period_start at time zone 'UTC') as charge_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,
       region_id as region_id,
       service_name as service_name,
       sum(effective_cost) as total_effective_cost
from focus.cost_and_usage
where charge_period_start >= $1::timestamptz
  and charge_period_end < $2::timestamptz
group by 1, 2, 3, 4
order by charge_month, total_effective_cost desc nulls last, service_provider_name, region_id nulls last, service_name nulls last
limit 500

Parameters: $1 = period_start, $2 = period_end

Original FOCUS SQL

SELECT
  ChargePeriodStart,
  ServiceProviderName,
  RegionId,
  ServiceName,
  SUM(EffectiveCost) AS TotalEffectiveCost
FROM focus_data_table
WHERE ChargePeriodStart >= ? and ChargePeriodEnd  < ?
GROUP BY
  ChargePeriodStart,
  ServiceProviderName,
  RegionId,
  ServiceName
ORDER BY ChargePeriodStart,
  SUM(EffectiveCost) DESC