Source
FOCUS 1.0 sample
Result rows
100
Status
Adapted to v1.0
Execution
PrecomputedRead-only
Result snapshot (UTC)
2026-10-11

Lists the highest-cost SKU prices with quantity, list cost and effective cost. ServiceProviderName (v1.3+) is derived from provider_name, or publisher_name for marketplace sellers. Instead of one row per hourly charge period (which made the source's first 100 rows a single hour), rows are aggregated over the selected window and ordered by effective cost; AWS and Oracle effective_cost values in this sample are whole-dollar rounded, so many AWS rows show 0 effective cost.

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: v1.0 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.

Top SKUs by effective cost

Chart controls and notes

Showing the first 20 categories. Open full screen to explore all 99 categories.

Query results
Service provider nameFirst charge period startLast charge period endSku idSku price idPricing unitList unit priceTotal pricing quantityTotal list costTotal effective cost
AWS2026-03-05 20:002026-03-314GQWNPC9K2PZAY974GQWNPC9K2PZAY97.JRTCKXETXF.6YS6EN2CT7Hours$1.62204.06$331.39$388.00
AWS2026-03-05 19:002026-03-31SEPZUZKD53RX92J8SEPZUZKD53RX92J8.JRTCKXETXF.6YS6EN2CT7Hours$2.04170.2$347.20$341.00
Microsoft2026-03-042026-03-1910758631075863Hours$0.38385.25$144.47$144.47
AWS2026-03-12 06:002026-03-30 22:00J4T9ZF4AJ2DXE7SAJ4T9ZF4AJ2DXE7SA.JRTCKXETXF.6YS6EN2CT7Hours$2.0034.91$69.83$70.00
AWS2026-03-06 21:002026-03-30 08:003TJZCQ6SUHGWH4FS3TJZCQ6SUHGWH4FS.JRTCKXETXF.6YS6EN2CT7Hours$1.5037.38$56.22$68.00
AWS2026-03-122026-03-29 14:00JKB56VZGZSM354HNJKB56VZGZSM354HN.JRTCKXETXF.6YS6EN2CT7Hours$2.8623.02$65.73$67.00
AWS2026-03-04 21:002026-03-30 20:00SQ37ZQ2CZ2H95VDCSQ37ZQ2CZ2H95VDC.JRTCKXETXF.6YS6EN2CT7Hours$1.1464.33$73.34$65.00
AWS2026-03-14 09:002026-03-30 20:00UH59G55UJ94HZTJJUH59G55UJ94HZTJJ.JRTCKXETXF.6YS6EN2CT7Hours$5.6710.86$61.58$64.00
AWS2026-03-09 15:002026-03-30 04:00RSMWKBGGTAAEV4RHRSMWKBGGTAAEV4RH.JRTCKXETXF.6YS6EN2CT7Hours$2.2826.36$60.09$55.00
AWS2026-03-03 05:002026-03-31QW4FHUGEZYB74TW8QW4FHUGEZYB74TW8.JRTCKXETXF.6YS6EN2CT7Hours$0.6859.89$40.72$49.00
Microsoft2026-03-012026-03-1910770781077078Hours$0.15288$43.78$43.78
Datadog Inc.2026-03-01 08:002026-03-30 20:00YS6FWZFVEY3UJH8DYS6FWZFVEY3UJH8D.4799GE89SK.6YS6EN2CT7Units$0.014,098.24$40.98$40.32
AWS2026-03-14 10:002026-03-30 14:00HWZ4252E5KSE3VEQHWZ4252E5KSE3VEQ.JRTCKXETXF.6YS6EN2CT7Hours$4.289.83$42.10$40.00
Microsoft2026-03-092026-03-1010123331012333Hours$1.5024$36.00$36.00
AWS2026-03-04 22:002026-03-28 16:006YZ8PP5Q4B442EER6YZ8PP5Q4B442EER.JRTCKXETXF.6YS6EN2CT7Hours$4.706$28.22$30.00
AWS2026-03-02 03:002026-03-30 06:00MYC92D68328BCK4RMYC92D68328BCK4R.JRTCKXETXF.6YS6EN2CT7Hours$4.666$27.94$30.00
Microsoft2026-03-162026-03-1710770971077097Hours$0.3096$29.18$29.18
Microsoft2026-03-022026-03-1510112661011266Hours$0.4072$28.80$28.80
Microsoft2026-03-022026-03-2010730821073082Units/Month$122.880.22$27.31$27.31
AWS2026-03-14 18:002026-03-30 21:00S78KHHH96AJF23KZS78KHHH96AJF23KZ.JRTCKXETXF.6YS6EN2CT7Hours$2.3613$30.68$26.00
Microsoft2026-03-022026-03-20616261530616261530Hours$0.22118.05$25.85$25.85
Microsoft2026-03-022026-03-1110771221077122Hours$0.10238$23.78$23.78
AWS2026-03-012026-03-30 21:00S8QGXX5R2BKKMDSJS8QGXX5R2BKKMDSJ.JRTCKXETXF.6YS6EN2CT7GB$0.5041.52$20.76$21.00
Microsoft2026-03-032026-03-13616604905616604905Hours$0.2096$19.20$19.20
Microsoft2026-03-032026-03-1610073681007368Hours$0.3048$14.40$14.40
Microsoft2026-03-122026-03-1510078311007831Hours$0.6024$14.40$14.40
Microsoft2026-03-132026-03-1610165321016532Hours$0.3048$14.35$14.35
Microsoft2026-03-082026-03-1610729561072956Units/Month$135.170.1$13.52$13.52
AWS2026-03-09 20:002026-03-27D3YXS6CU28JAFC5CD3YXS6CU28JAFC5C.JRTCKXETXF.6YS6EN2CT7Hours$4.083.29$13.41$13.00
Microsoft2026-03-032026-03-1910130171013017Hours$0.0041.25$0.00$12.95
Oracle2026-03-01 22:002026-03-31B93298–Gigabyte Per Hour$0.008,000.49$0.00$12.00
Microsoft2026-03-052026-03-2010773931077393Hours$0.1576$11.55$11.55
Microsoft2026-03-012026-03-2010076631007663Hours$0.1578$11.39$11.39
Microsoft2026-03-042026-03-05611243743611243743GB/Month$0.04263.48$11.15$11.15
Microsoft2026-03-032026-03-2010714701071470Units/Hour$0.02535$10.70$10.70
Microsoft2026-03-042026-03-0510171131017113Hours$0.4424$10.66$10.66
Microsoft2026-03-102026-03-11616451661616451661Units$10.001$10.00$10.00
Microsoft2026-03-022026-03-1810106601010660Hours$0.1948$9.12$9.12
AWS2026-03-01 11:002026-03-30 13:00DW64VZC89TS9M2P2DW64VZC89TS9M2P2.JRTCKXETXF.6YS6EN2CT7Hours$0.778$6.14$8.00
Microsoft2026-03-012026-03-2010738731073873Units/Month$19.710.38$7.47$7.47
AWS2026-03-11 06:002026-03-25 18:00Z88B5DU3VRCXZWV8Z88B5DU3VRCXZWV8.JRTCKXETXF.6YS6EN2CT7Hours$1.355.15$6.94$7.00
AWS2026-03-02 11:002026-03-30 20:00R3GQ2N4B24GTY3EPR3GQ2N4B24GTY3EP.JRTCKXETXF.6YS6EN2CT7Hours$0.689.03$6.14$7.00
Microsoft2026-03-022026-03-20611243015611243015Hours$0.1063.65$6.37$6.37
AWS2026-03-01 03:002026-03-319AXD6XJT8GZWPQED9AXD6XJT8GZWPQED.JRTCKXETXF.6YS6EN2CT7GB$0.05236.91$10.66$6.00
AWS2026-03-012026-03-185M4327XEUKBBTWAT5M4327XEUKBBTWAT.JRTCKXETXF.Q3Z75P77ENGB$0.0993.24$8.39$6.00
AWS2026-03-10 17:002026-03-17 07:00X634X9DKWKQ3HC94X634X9DKWKQ3HC94.JRTCKXETXF.6YS6EN2CT7Hours$4.082$8.16$6.00
AWS2026-03-01 21:002026-03-29 12:00A36KJNEX3EM3YH8EA36KJNEX3EM3YH8E.JRTCKXETXF.6YS6EN2CT7Hours$4.081.7$6.93$6.00
AWS2026-03-01 11:002026-03-09 17:00PAWFKD4ZUQNBD8GWPAWFKD4ZUQNBD8GW.JRTCKXETXF.6YS6EN2CT7Hours$2.742$5.47$6.00
AWS2026-03-18 19:002026-03-30 08:00KR9EVAFX4677NQ9AKR9EVAFX4677NQ9A.JRTCKXETXF.6YS6EN2CT7Hours$0.656$3.92$6.00
Oracle2026-03-02 22:002026-03-30 22:00B93297–OCPU Per Hour$0.00474.21$0.00$6.00
Microsoft2026-03-072026-03-0810608711060871Units/Month$157.670.03$5.26$5.26
Microsoft2026-03-052026-03-20611183229611183229Hours$0.04124$5.02$5.02
AWS2026-03-23 07:002026-03-24 07:00J29KD2787RGQNXMXJ29KD2787RGQNXMX.JRTCKXETXF.6YS6EN2CT7ConfigurationItemRecorded$0.0031,584$4.75$5.00
AWS2026-03-02 14:002026-03-29 12:00H78UZ2P9MH2QFUTHH78UZ2P9MH2QFUTH.JRTCKXETXF.6YS6EN2CT7GB$0.0751.65$3.62$5.00
Microsoft2026-03-102026-03-1110182801018280GB$2.302.04$4.70$4.70
Microsoft2026-03-132026-03-1410476271047627Hours$0.0024$0.00$4.40
Microsoft2026-03-042026-03-0510104381010438Units/Month$129.890.03$4.19$4.19
Microsoft2026-03-022026-03-1910515261051526Hours$0.0850.03$4.16$4.16
Microsoft2026-03-142026-03-15611230191611230191Hours$0.1724$4.15$4.15
AWS2026-03-11 03:002026-03-31HQEH3ZWJVT46JHRGHQEH3ZWJVT46JHRG.JRTCKXETXF.VF6T3GAUKQGB$0.09126.95$10.79$4.00
AWS2026-03-05 05:002026-03-26 23:00B4WWWN5ZR39ADG67B4WWWN5ZR39ADG67.JRTCKXETXF.6YS6EN2CT7Hours$1.374$5.47$4.00
AWS2026-03-24 13:002026-03-30A86N9S7CGUKZHH8PA86N9S7CGUKZHH8P.JRTCKXETXF.Q3Z75P77ENGB$0.1236.84$4.42$4.00
AWS2026-03-052026-03-23 06:00BA478CC6K2HYAUP4BA478CC6K2HYAUP4.JRTCKXETXF.6YS6EN2CT7GB$0.0755.03$3.85$4.00
AWS2026-03-13 16:002026-03-25 14:004EJ6YKYP3U22GDYZ4EJ6YKYP3U22GDYZ.JRTCKXETXF.6YS6EN2CT7Hours$1.532.42$3.70$4.00
AWS2026-03-222026-03-23 10:00WF68Q2FH2F5QR8Q3WF68Q2FH2F5QR8Q3.JRTCKXETXF.6YS6EN2CT7Hours$0.904$3.62$4.00
Microsoft2026-03-072026-03-10616281223616281223Hours$0.0848$3.69$3.69
Microsoft2026-03-052026-03-1710764881076488GB/Month$0.1231.45$3.62$3.62
Microsoft2026-03-122026-03-15616679558616679558Hours$0.1425.2$3.58$3.58
Microsoft2026-03-012026-03-20616452105616452105Units/Hour$0.01231$3.10$3.10
Microsoft2026-03-012026-03-2010717901071790Hours$0.005611$3.06$3.06
AWS2026-03-022026-03-30 20:003JXC85ZZR3FKV6TZ3JXC85ZZR3FKV6TZ.JRTCKXETXF.6YS6EN2CT7Metrics$0.00001509,634$5.10$3.00
Oracle2026-03-05 23:002026-03-25 23:00B93113–OCPU Hours$0.03133$3.33$3.00
AWS2026-03-09 22:002026-03-09 23:006U3DWZDASYDWNGJ86U3DWZDASYDWNGJ8.JRTCKXETXF.6YS6EN2CT7Hours$2.851$2.85$3.00
AWS2026-03-03 10:002026-03-28 17:004KVKKTM5HW4NVWCE4KVKKTM5HW4NVWCE.JRTCKXETXF.6YS6EN2CT7GB-Months$0.0382.58$2.06$3.00
AWS2026-03-13 06:002026-03-22J5KKP5G9TBUNP68GJ5KKP5G9TBUNP68G.JRTCKXETXF.6YS6EN2CT7Hours$0.683$2.05$3.00
AWS2026-03-23 14:002026-03-29 05:00A5AEYK32AA4QTAG9A5AEYK32AA4QTAG9.JRTCKXETXF.6YS6EN2CT7Hours$0.513.84$1.95$3.00
AWS2026-03-02 05:002026-03-24 17:009M7EVK4FWUFZMBS39M7EVK4FWUFZMBS3.JRTCKXETXF.6YS6EN2CT7Hours$0.503$1.50$3.00
Microsoft2026-03-012026-03-2010099671009967Hours$0.1520$2.98$2.98
Microsoft2026-03-022026-03-1910360491036049Hours$0.0043.98$0.00$2.71
Microsoft2026-03-012026-03-1810738491073849Units/Month$19.710.13$2.63$2.63
Microsoft2026-03-042026-03-1810533111053311GB/Month$0.1026.25$2.62$2.62
Microsoft2026-03-032026-03-1910910291091029Units/Hour$0.02120$2.40$2.40
Microsoft2026-03-092026-03-1810735201073520Units/Month$23.840.1$2.38$2.38
Microsoft2026-03-172026-03-1810204571020457Hours$0.1024$2.38$2.38
Microsoft2026-03-012026-03-10611230660611230660GiB Hours$0.01168$2.07$2.07
AWS2026-03-012026-03-25 12:00GV2WFGX37Q9PDSHFGV2WFGX37Q9PDSHF.JRTCKXETXF.Q3Z75P77ENGB$0.0950.16$4.26$2.00
AWS2026-03-172026-03-315M4327XEUKBBTWAT5M4327XEUKBBTWAT.JRTCKXETXF.VF6T3GAUKQGB$0.0937.81$3.21$2.00
AWS2026-03-012026-03-29 01:00Z3FQZG73HYSPVABRZ3FQZG73HYSPVABR.JRTCKXETXF.PGHJ3S3EYEGB-Months$0.02104.8$2.41$2.00
Oracle2026-03-13 21:002026-03-21 22:00B99060–Service Fees (OCPU Hours)$0.1018$1.76$2.00
Microsoft2026-03-022026-03-20616383192616383192Units/Hour$0.00941212$1.99$1.99
Microsoft2026-03-012026-03-20611235125611235125Hours$0.01183$1.83$1.83
Microsoft2026-03-012026-03-0610539381053938GB$2.300.62$1.43$1.43
Microsoft2026-03-052026-03-1910141271014127Units/Month$19.710.07$1.31$1.31
Microsoft2026-03-022026-03-1910733591073359Units/Month$19.710.07$1.31$1.31
AWS2026-03-01 23:002026-03-30CNYETXBBP73CTYPGCNYETXBBP73CTYPG.JRTCKXETXF.6YS6EN2CT7GB-Months$0.05166.74$8.34$1.00
AWS2026-03-01 04:002026-03-30 12:00VU3485RNDU6HBQF6VU3485RNDU6HBQF6.JRTCKXETXF.Q3Z75P77ENGB$0.0935.97$3.06$1.00
AWS2026-03-01 01:002026-03-31GQN8D8ZABJSBVTUGGQN8D8ZABJSBVTUG.JRTCKXETXF.6YS6EN2CT7GB-Months$0.305.49$1.65$1.00
AWS2026-03-13 21:002026-03-30 17:00DS3YD2GXXXZZ7BDJDS3YD2GXXXZZ7BDJ.JRTCKXETXF.6YS6EN2CT7Hours$0.612.09$1.28$1.00
AWS2026-03-05 10:002026-03-13 21:00Y84QSZWEPC2WJ4WWY84QSZWEPC2WJ4WW.JRTCKXETXF.6YS6EN2CT7GB$0.0428.8$1.15$1.00
AWS2026-03-03 12:002026-03-30 05:00FP5XU5WFCUVXQXF5FP5XU5WFCUVXQXF5.JRTCKXETXF.6YS6EN2CT7IOs$0.00000025,238,854$1.05$1.00

100 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,
       min(charge_period_start) as first_charge_period_start,
       max(charge_period_end) as last_charge_period_end,
       sku_id as sku_id,
       sku_price_id as sku_price_id,
       pricing_unit as pricing_unit,
       list_unit_price as list_unit_price,
       sum(pricing_quantity) as total_pricing_quantity,
       sum(list_cost) as total_list_cost,
       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, sku_id, sku_price_id, pricing_unit, list_unit_price
order by total_effective_cost desc nulls last, total_list_cost desc nulls last, sku_id
limit 100

Parameters: $1 = period_start, $2 = period_end

Original FOCUS SQL

SELECT
  ServiceProviderName,
  ChargePeriodStart,
  ChargePeriodEnd,
  SkuId,
  SkuPriceId,
  PricingUnit,
  ListUnitPrice,
  SUM(PricingQuantity) AS TotalPricingQuantity,
  SUM(ListCost) AS TotalListCost,
  SUM(EffectiveCost) AS TotalEffectiveCost
FROM focus_data_table
WHERE ChargePeriodStart >= ? and ChargePeriodEnd  < ?
GROUP BY
  ServiceProviderName,
  ChargePeriodStart,
  ChargePeriodEnd,
  SkuId,
  SkuPriceId,
  PricingUnit,
  ListUnitPrice
ORDER BY
  ChargePeriodStart ASC
LIMIT 100