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This is a sample. It was generated from a synthetic AWS account by cost-engine, the open-source analysis engine I run as the first pass of every audit. The numbers are realistic but not a client's. A real audit adds what no engine can do: architecture review, AI and inference spend analysis, and a walkthrough call.

AWS Cost Report, May 2026

Synthetic account · 3 linked accounts · us-east-2

$41,127

monthly spend analyzed

$7,046/mo

recoverable (17% of spend)

$84,557

recoverable per year

Opportunities, ranked by dollars and confidence

Every finding states its assumption, so you can check the math before touching anything. Confidence reflects how often the estimate survives contact with a real environment.

HIGH

Cover steady on-demand compute with a Savings Plan

$2,570/mo · $30,845/yr · 18 resources · confidence 70%

On-demand EC2/Fargate compute is $13,600/mo with only 18% of compute on a commitment. Covering ~70% of the on-demand baseline with a 1-yr no-upfront Compute Savings Plan (~27% off) saves about $2,570/mo. Verify the baseline is steady before committing.

Do this: Buy a 1-year no-upfront Compute Savings Plan sized to the steady baseline (check the 14-day usage floor first). Commit RDS separately with RDS Reserved Instances.

MED

Review NAT and cross-AZ data-transfer spend

$1,416/mo · $16,992/yr · 16 resources · confidence 50%

NAT and cross-AZ transfer total $4,720/mo (NAT $3,320/mo). Routing AWS-bound traffic through VPC endpoints and co-locating chatty services in one AZ typically recovers ~30% (~$1,416/mo). Exact savings depend on the traffic mix.

Do this: Add free S3/DynamoDB gateway endpoints and interface endpoints for the busiest AWS services; check VPC flow logs for the top NAT talkers; co-locate high-chatter services in a single AZ.

MED

Tighten EBS snapshot retention

$1,332/mo · $15,984/yr · 70 resources · confidence 55%

Snapshot spend is $3,330/mo against $4,400/mo of live volumes (76% ratio), well above the ~50% point where retention is usually unmanaged. Pruning the long tail typically reclaims ~40% (~$1,332/mo).

Do this: Apply a Data Lifecycle Manager policy (e.g. keep 7 daily / 4 weekly) and delete snapshots orphaned from deleted volumes. Confirm the prunable set against snapshot age before deleting.

MED

Cover steady on-demand RDS with Reserved Instances

$861/mo · $10,332/yr · 2 resources · confidence 65%

On-demand RDS/Aurora instance usage is $4,100/mo with 0% on a commitment. Reserving ~70% of the steady baseline with 1-yr no-upfront Reserved Instances (~30% off) saves about $861/mo. Compute Savings Plans do not cover RDS, so this spend is easy to miss.

Do this: Buy 1-year no-upfront RDS/Aurora Reserved Instances sized to the steady database baseline (match engine, class, and region). Confirm the instances run continuously before committing.

MED

Migrate gp2 EBS volumes to gp3

$640/mo · $7,680/yr · 29 resources · confidence 95%

29 gp2 volumes cost $3,200/mo. gp3 lists ~20% cheaper per GB-month at equal baseline performance, so the same capacity on gp3 saves about $640/mo.

Do this: Change the volume type from gp2 to gp3 (online, no downtime). gp3 also decouples IOPS/throughput from size if any volume needs more than the 3,000 IOPS baseline.

LOW

Release idle Elastic IP addresses

$227/mo · $2,724/yr · 18 resources · confidence 97%

18 Elastic IPs are billed as idle (allocated but not attached to a running instance), costing $227/mo. Idle EIPs are charged at the full hourly rate for doing nothing.

Do this: Release the idle addresses, or attach them to a running instance, NAT, or NLB if they are reserved for one. Most are leftovers from torn-down resources.

INFO

Untagged spend can't be allocated

n/a/mo · n/a/yr · 12 resources · confidence 90%

$5,670/mo (14% of spend) has no team tag and cannot be charged back or owned. Top untagged services: S3 ($4,130), Athena ($820), VPC ($720).

Do this: Enforce a required team tag via tag policies and SCPs, backfill the top untagged resources, and add a budget alarm on untagged spend so it can't creep back up.

Where the money goes

ServiceCost/moShare
EC2 Compute$25,85763%
S3$5,53013%
RDS$4,10010%
VPC (NAT, transfer)$3,3208%
CloudFront$8802%
Athena$8202%
Lambda$6202%

What a real audit adds on top of this

  • Architecture review: rightsizing, autoscaling gaps, and the tradeoffs a heuristic can't judge.
  • AI and inference spend: batch vs. on-demand, prompt caching, model routing, endpoint choices.
  • A kickoff call about your roadmap, so the recommendations fit where you're going.
  • A 30-minute walkthrough of the findings with whoever owns the bill.

Want this for your actual bill?

The audit is $5,000, fixed. Start with a free 20-minute teardown of your Cost Explorer.

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