You're paying too much for cloud.
And nobody will tell you.
cloud waste per year. 32% of all cloud spend is wasted. Because every vendor hides the comparison.
AWS charges $98.32/hr for an H100 GPU. CoreWeave charges $2.35.
The GPU tax is real.
H100 GPU Hourly Pricing by Provider
At 8 hrs/day, 22 days/mo
AWS
$17,304.32/mo
At 8 hrs/day, 22 days/mo
CoreWeave
$413.6/mo
You save
$16,890.72/mo
= $202,688.64/year
For ONE GPU. Imagine 100.
See It In Action
A typical SaaS startup build. Toggle items on and off to see costs change in real-time.
Infrastructure Stack
Monthly Cost Comparison
Optimal mix saves vs AWS
$1,295/month
= $15,540/year
The Egress Trap
The cost they don't show you on the pricing page.
Egress Cost at 100TB/month
Data transfer out pricing comparison
Cloudflare bar is invisible because it is $0.
The Database Maze
Snowflake charges in credits. Databricks charges in DBUs. BigQuery charges per TB scanned. RDS charges per hour.
How do you compare?
| Provider | Unit | Rate | Monthly at 100 qpd |
|---|---|---|---|
| Snowflake XL | Credits/hr | $128/hr | $4,608 |
| Databricks SQL Pro | DBU-hr | $0.055/query | $165 |
| BigQuery On-Demand | $/TB scanned | $6.25/TB | $94 |
| RDS r6g.xlarge | $/hr (fixed) | $0.56/hr | $409 |
Cost vs Query Volume
Watch the crossover: BigQuery wins at low volume, RDS at high volume
UNUM translates them all into one language: dollars per month for YOUR workload.
Stack Advisor
Tell us your company. We tell you the optimal stack and what it should cost.
Your Company
The Numbers
Everything we track, in real time.
0
AWS services tracked
0
GCP SKUs monitored
0
Cloud providers compared
0+
SaaS tools priced
0
Live pricing APIs
$0B
Cloud waste exposed annually
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Part of the IFO4 Ring Methodology - the governance framework for cloud operations. ifo4.org