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

Cloud Pricing Model

Analysis Period

On-Premises Total Cost

$2,527,591.00

$70,210.86/month avg.

Cloud Total Cost

$246,227.00

$6,839.64/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
1x GPU Servers • 1x Control Servers
(1 × $400,000) + (1 × $30,000)
$0.00
Network
Derived Ethernet BOM • compute, in-band, and OOB
Fabric-specific switch and optic rates
$0.00
Storage
0x Storage Servers
0 × $30,000
$0.00
Power & Cooling
24/7/365 Operation • PUE: 1.5
1.0kW × 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 (2 racks, limited by power)
2 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
Inferred platform services
Quote-backed platform services are added when configured
$0.00
Total$0.00
Cloud Cost Breakdown
EC2 Compute (p5en.48xlarge)
1x instances • on-demand
On-Demand rate: $0.000/hour per instance
Effective rate: $0.000/hour per instance
$0.00
EBS Storage (gp3)
0GB • General Purpose SSD
On-Demand rate: $0.080/GB/month
0
$0.00
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.