GPU-Native Cost Attribution

Finally — know which AI feature is costing you the most on GPU compute

You're spending $500K/month on GPU compute. You have no idea which model, team, or customer is driving that cost. GPU Spend Chargeback gives you real answers with proprietary cost center tagging.

GPU cost attribution dashboard
"We're spending $2.4M/month across AWS, CoreWeave, and Lambda. When the CFO asks which customer is driving the most GPU cost — we don't have an answer."
— Head of Infrastructure, 2026 AI company, $50M+ ARR
How it works

Three steps from chaos to clarity

1

Connect your GPU accounts

Tag your GPU instances across providers — AWS, CoreWeave, Lambda, GCP, Azure, and more. Use our API or manual tagging UI to connect your infrastructure.

2

Tag your cost centers

Create cost centers for teams, products, customers, or environments. Assign GPU instances to the right cost center with one click or via API.

3

Get attribution reports

See which cost center is driving the most GPU spend, week over week. Monthly reports delivered to cost center owners and your CFO. Anomaly alerts when spend spikes.

What's included

Built for CTOs and CFOs who need answers

GPU-Native Cost Tagging

Tag individual GPU instances by provider, region, and type. Track on-demand, reserved, and spot spend by cost center — not just billing tags.

Monthly Chargeback Reports

Delivered to cost center owners on the 1st of each month. Breakdown by GPU type, pricing model, and region. CC your CFO automatically.

Anomaly Alerts

Get notified when a cost center's GPU spend is up 30%+ week-over-week. Know about problems before they become budget crises.

90-Day Spend History

Track GPU spend trends over 90 days per cost center. See which teams are trending up, which are optimizing, and where your biggest opportunities are.

API Integration

Push cost center assignments from your own AI platform. CSV import for historical data. Webhook receiver for provider spend webhooks. Professional and Enterprise tiers.

Budget vs. Actual

Set monthly budgets per cost center. See variance reports showing who's over budget and by how much — a feature your CFO will ask for by month two.

Choose the plan that matches your GPU estate

Starter
For teams getting started with GPU attribution
$149 /mo
Billed monthly

  • 1 cost center
  • 5 GPU resources tracked
  • Monthly chargeback reports
  • Anomaly alerts
  • 90-day spend history
  • Email support
Enterprise
For CTOs managing enterprise GPU infrastructure
$599 /mo
Billed monthly

  • Unlimited cost centers
  • Unlimited GPU tracking
  • Monthly chargeback reports
  • Anomaly alerts
  • 90-day spend history
  • Full API access
  • Custom integration support
  • SLA + priority support
  • Onboarding assistance

Stop guessing. Start attributing.

Your GPU compute costs are real. Now you can attribute them to the teams and products that drive them.