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The Chamber dashboard is your command center for GPU infrastructure. It has two views: the Executive GPU Usage Dashboard for real-time operational metrics, and the GPU Spend & Efficiency Dashboard for cost analysis and optimization. Switch between them using the tabs at the top of the page. Executive GPU Usage Dashboard

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Executive GPU Usage Dashboard

Get a live pulse on your GPU fleet.

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Key Metrics

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Features

  • Cluster filtering — View metrics for specific clusters or all clusters at once
  • Unused GPUs by Chip Type — Breakdown of idle GPUs by GPU model
  • Active Workloads chart — Running vs. queued workloads over the last 48 hours
  • Utilization trends — Track GPU usage patterns over time

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GPU Spend & Efficiency Dashboard

See the financial picture behind your GPU usage — where the money goes, what’s being wasted, and where to optimize.

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Headline Metrics

Five KPIs give you the high-level story:

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Spend Breakdown

Three side-by-side cards show your top cost drivers:
  • By GPU Type — Which hardware is costing the most
  • By Cluster — Which capacity pools have the highest spend
  • By Team — Team rankings with utilization efficiency bars
Each card shows cost, percentage of total, utilization rate, and waste percentage for the top 3 contributors.

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Spend by Utilization Band

A horizontal bar chart groups your spend into utilization ranges so you can immediately see where efficiency breaks down:
If more than 40% of your spend falls below 40% utilization, Chamber flags this as a recoverable waste opportunity with specific recommendations.

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AI Insights

Chamber generates AI-powered analysis of your spend patterns, surfacing:
  • Critical waste alerts — Highlights the percentage of spend with low utilization and what to do about it
  • Workload distribution analysis — Shows how workloads cluster across utilization bands
  • Recommended actions — Specific next steps like GPU type prioritization, team-specific rightsizing, and auto-scaling policy suggestions
Three time-series charts track how costs evolve:
  • Daily Spend — Total cost per day
  • Spend by GPU Type — Stacked area chart breaking out hardware cost distribution
  • Idle vs. Used Cost — Stacked area showing provisioned capacity vs. actual workload usage

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Forecasts

See where spend is heading, broken down by:
  • Cluster — Projected cost per capacity pool
  • GPU Type — Projected cost per hardware type
  • Team — Projected cost per team

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Team Leaderboard

A ranked table showing every team’s cost efficiency: Click any team to jump to their detailed project view.
Need to dig deeper with custom filters, CSV exports, or longer forecasts? Head to the Cost Explorer.