Interactive Risk Assessment

Calculate Your Contamination Risk

Quantify the financial impact of particulate contamination in your liquid-cooled AI infrastructure. Based on industry research from Uptime Institute, Schneider Electric, and Meta case studies.

Your Infrastructure

1,000

Typical range: 100-10,000 GPUs per facility

$

H100: ~$30,000 | H200: ~$40,000 | B200: ~$60,000

80 kW

Liquid cooling typically: 80-120 kW/rack

$

90% of enterprises: $300K+/hour | 41% report: $1-6M/hour

Calculations based on industry research: 1% annual utilization loss, 10-15% throttling impact, 13% of outages from cooling failures.

Annual Contamination Risk

$1.65M

Estimated annual exposure from particulate contamination

Risk Breakdown

Downtime Risk$1.00M

2 cooling-related incidents per year

Utilization Loss$0.30M

1% capacity loss from thermal issues

Throttling Impact$0.20M

10% of GPUs affected by thermal throttling

Energy Penalty$150K

10% higher energy from inefficiency

VeriClean ROI Analysis

Investment
$50K
Annual Savings
$1.60M
ROI
3200%
Payback Period
0.4 months

VeriClean's 95%+ particle reduction addresses the hidden source of contamination, preventing thermal degradation before it impacts performance.

Calculation Methodology

Data Sources

  • • Uptime Institute: Downtime cost statistics
  • • Meta case studies: Thermal failure rates (58.7%)
  • • Schneider Electric WP 210: DLC challenges
  • • Alliance Chemical: Contamination impact analysis

Assumptions

  • • 1% annual utilization loss from heat issues
  • • 10% of GPUs experience throttling
  • • 2 cooling-related outages per year
  • • 95% contamination reduction with VeriClean

Disclaimer: This calculator provides estimates based on industry research and case studies. Actual results will vary based on facility design, coolant chemistry, maintenance practices, and operational conditions. For a detailed risk assessment specific to your deployment, contact our technical team.

Ready to Reduce Your Risk?

Schedule a consultation with our contamination control specialists to develop a customized implementation plan.