Persona AI · 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 14 →

RiskConcentration

53% of spend sits with Anthropic

confidence

Connect OpenRouter

OpportunityPlan vs API

$13.4K

per month

Move 25 Anthropic API people onto Claude Max 20× seats

confidence

View people

OpportunityDistributed GPUs

$9.10K

per month

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

confidence

Find capacity

OpportunitySell capacity

$8.64K

per month

List dgx-h100-02 (8× H100 SXM 80GB) on Vast

confidence

Create listing

All-in compute

+2.0%

$219.7K

vs prior 30d

Inference (API)

+3.9%

$82.7K

22.1B tok

Plans (seats)

+5.1%

$24.5K

501 seats · 5 plans

Hardware

0.0%

$112.6K

72 GPUs · 46% util

Next 30d forecast

$242.7K

inside approved band

Identified savings

$55.2K

10 opportunities · 1 risks

Spend · actual and forecast

Daily compute spend

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

Source mix

Where inference runs

$107.2K

inference

Frontier APIs96%
Hyperscaler-hosted2%
Aggregators1%
Distributed open-weight0%
On-prem open-weight0%

Plan vs API23% · 77%

Providers

Top providers

All →

Anthropic+8.8%$56.8K
OpenAI-2.7%$31.1K
Google+3.8%$10.8K
Kimi (Moonshot)+0.7%$2.20K
xAI-3.0%$2.08K
AWS Bedrock+11.8%$1.36K

Departments

Spend by department

People →

Research46+4.6%$53.3K
Engineering148+2.3%$29.4K
Customer Support72+5.7%$6.19K
Product38-1.5%$5.89K
Data Platform31+13.8%$5.83K
Sales & Marketing54+4.0%$5.38K
Finance & Ops23+6.5%$1.21K

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

People

Highest-cost people

All →

Viktor Okafor
GPT-6 Astra · Research Lead
$9.98K
+4.6%
Sefa Chen
Claude Fable 5.1 · Research Engineer
$8.53K
+8.8%
Wren Moreau
Claude Fable 5.1 · Research Engineer
$7.50K
+10.8%
Adaeze Rao
Claude Fable 5.1 · Research Engineer
$5.73K
+5.7%
Cleo Osei
Claude Fable 5.1 · Research Scientist
$4.64K
+14.1%
Yusuf Fischer
GPT-6 Astra · Research Lead
$4.45K
-13.7%
Caleb Reyes
Claude Fable 5.1 · ML Engineer
$3.69K
-3.2%
Uma Halvorsen
Claude Fable 5.1 · Applied Scientist
$2.93K
-16.0%
Nikhil Castellanos
Claude Sonnet 5 · Staff Engineer
$2.72K
+15.4%
Amara Okafor
Claude Sonnet 5 · Engineer II
$2.50K
-4.1%