AI Infrastructure

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Results Summary

Comprehensive view of all analysis results including TCO comparison, GPU sizing, vector database requirements, and facility design.

TCO Comparison: Cloud vs. On-Premises

3 YEARS ANALYSIS

Analysis Period

Cloud Total Cost

$246,227.00

$6,839.64/month avg.

On-Premises Total Cost

$2,527,591.00

$70,210.86/month avg.

Recommended Option

CLOUD

Cloud infrastructure is more cost-effective for your use case, saving approximately $2,281,364.00 (90.3%) over 3 years.

Savings
90.3%
Payback Period
Beyond analysis period
On-Premises Cost Breakdown
Compute
32x GPU Servers • 5x Control Servers
(32 × $400,000) + (5 × $30,000)
$0.00
Network
6x Switches • 1152x Optics
(6 × $100,000) + (1152 × $1,000)
$0.00
Storage
11x Storage Servers
11 × $30,000
$0.00
Power & Cooling
24/7/365 Operation • PUE: 1.5
32.1kW × 8,760 hrs/yr × 1.5 PUE × $0.120/kWh × 3 yrs
$0.00
IT Labor & Admin
2x Platform Engineers • 1x Network Engineers • 30% Benefits
[(2 × $150,000) + (1 × $130,000)] × 1.3 (w/ benefits) × 3 yrs
$0.00
Facilities
Data Center Rack Space (13 racks, limited by power)
13 racks × $1,200/rack/month × 12 months/yr × 3 yrs • 30kW per rack
$0.00
Maintenance & Support
Hardware & Software Support
$0.00 (hardware) × 10% × 3 yrs
$0.00
Software
Data Platform • Misc Software
($30,000 + $20,000) × 3 yrs
$0.00
Total$0.00
Cloud Cost Breakdown0
EC2 Compute (p5en.48xlarge)
32x instances • on-demand
On-Demand rate: $63.296/hour per instance
On-Demand rate: $63.296/hour per instance
$0.00
EBS Storage (gp3)
64,000GB • General Purpose SSD
On-Demand rate: $0.080/GB/month
0
$184,320.00
Additional Storage Services
FSx for Lustre
1024TB (1,048,576GB) • Scratch Storage
On-Demand rate: $0.140/GB/month
0
$5,284,823.04
Enterprise Support
AWS Enterprise Support Plan • 10% of net AWS usage
10% × $0.00 (net AWS usage)
$0.00
Cloud Architecture & DevOps
2x Cloud Engineers • 30% Benefits
2 engineers × $180,000/year × 1.3 (w/ benefits) × 3 years
$0.00
Total$0.00

Sizing Results

GenAI Sizing

No GenAI sizing results available.

Configure and calculate in the GenAI Sizing module.

Vector DB Sizing

No Vector DB sizing results available.

Configure and calculate in the Vector DB Sizing module.

Facility Design

No facility design results available.

Design your rack layout in the Facility Design module.