STRATASTRATA
Northwind Robotics · last 30 days

Compute 360

Every dollar of AI compute in one ledger — seats, metered APIs, owned racks, rented GPUs — with where it's going next.

AI insights

Top moves this period

All 15 →
RiskForecast
$9.31K
exposure / mo

Next 30 days forecast $289,308 — above the approved band

confidence
Open Treasury
OpportunityPlan vs API
$14.6K
per month

Move 24 Anthropic API users onto Claude Max 20× seats

confidence
View users
OpportunityDistributed GPUs
$9.10K
per month

Shift aws-p5-us-east-1a to distributed H100s

confidence
Find capacity
All-in compute
+6.5%
$244.4K
vs prior 30d
Inference (API)
+14.5%
$107.5K
24.3B tok
Plans (seats)
+5.1%
$24.3K
493 seats · 5 plans
Hardware
0.0%
$112.6K
72 GPUs · 46% util
Next 30d forecast
$289.3K
above approved band
Identified savings
$60.0K
10 opportunities · 2 risks
Spend · actual and forecast

Daily compute spend

API + plans, USD/day · dashed = 30-day forecast, shaded = 80% band
Source mix

Where inference runs

$131.8K
inference
  • Frontier APIs97%
  • Hyperscaler-hosted2%
  • Distributed open-weight0%
  • On-prem open-weight0%
  • Aggregators0%
Plan vs API18% · 82%
Providers

Top providers

All →
  • Anthropic+13.9%$85.7K
  • OpenAI+3.4%$23.8K
  • Google+24.7%$12.8K
  • xAI+16.8%$4.99K
  • AWS Bedrock+12.7%$1.98K
  • Azure OpenAI-1.8%$751
Departments

Spend by department

Users →
  • Research46+17.9%$79.6K
  • Engineering148+3.9%$26.8K
  • Customer Support72+7.4%$6.78K
  • Product38+1.4%$6.42K
  • Data Platform31+15.9%$5.50K
  • Sales & Marketing54+6.3%$5.43K
  • Finance & Ops23+7.3%$1.35K
Hardware

Fleet by tier

Hardware →
  • Owned28 GPU$31.8K
    34%
  • Distributed (Vast)20 GPU$13.9K
    71%
  • Hyperscaler24 GPU$66.8K
    40%
27,847 idle GPU-hours in the window · $2.17 blended $/GPU-hr
Users

Highest-cost users

All →
  • Cleo Osei
    Claude Opus 5 · Applied Scientist
    $23.3K
    +33.9%
  • Viktor Okafor
    Claude Opus 5 · Research Scientist
    $12.5K
    +26.4%
  • Yusuf Fischer
    Claude Opus 5 · Research Engineer
    $11.3K
    +13.3%
  • Adaeze Rao
    Claude Opus 5 · Applied Scientist
    $6.98K
    +3.5%
  • Zoe Marsh
    Claude Opus 5 · Research Scientist
    $4.57K
    +20.6%
  • Bram Kowalski
    Claude Opus 5 · Research Engineer
    $4.55K
    -3.3%
  • Uma Halvorsen
    Claude Opus 5 · Research Engineer
    $3.58K
    +4.6%
  • Wren Moreau
    Claude Opus 5 · Research Scientist
    $3.46K
    +28.4%
  • Nikhil Castellanos
    Claude Sonnet 5 · Staff Engineer
    $3.23K
    +18.4%
  • Farid Rao
    Claude Opus 5 · Platform Lead
    $2.80K
    +4.5%