Spend
OverviewPeopleProvidersHardwareInsights
Manifold
Market
Buy
Sell
Treasury
Integrations
Jump Trading
Jump Trading
412 seats · FY26
Spend/People
People · last 30 days

People

Cost per person across providers, split by subscriptions and API usage, rolled up by department.

People tracked
62
of 412 employees
Top-10 concentration
49%
$52.7K from ten people
API-heavy people
61
spend more on metered API than seats
Plan seats
501
$25,366/mo → $26,532/mo in 90 days
AI cost per employee
$264
per month, last 30 days
Projected headcount change
/ yr
412 → 494 people in a year · drives forecasts and savings
Departments

Daily spend by department

Subscriptions vs. API

Where the growth is

API usage per day, projected over the next 90 days with headcount growing 20%/yr.
  • ChatGPT Enterprise189 × $60 = $11.3K
  • Claude Max 20×29 × $200 = $5.80K
  • Claude Team193 × $30 = $5.79K
  • Gemini for Workspace89 × $24 = $2.14K
  • SuperGrok Heavy1 × $300 = $300
Teams × providers

Which providers each team uses

Darker means more spend.
AnthropicOpenAIGooglexAIKimi (Moonshot)OpenRouterAWS BedrockAzure OpenAIOn-premVast.ai
Engineering$11.4K$3.76K$2.78K·$2.20K$806··$112$105
Research$28.0K$13.5K$3.91K$1.79K·$46··$88$416
Product$1.73K$1.12K$871·······
Data Platform$2.55K$395$847··$309$179·$164·
Customer Support$886$136····$1.19K$824$5.60·
Sales & Marketing$852$1.16K$374·······
Finance & Ops$243$19········
People

Highest spenders

Subscription cost goes to the seat holder; API cost to whoever owns the key.
9 people
PersonDeptSourcesTop modelPlansAPI Plan Total ↓Δ Trend
Oscar Castellanos
Data Platform Lead
Data Platform
aws
Claude Sonnet 5
Gemini for Workspace
$1.09K$23
$1.11K
▲+19.3%
Leila Achebe
Analytics Engineer
Data Platform
Claude Haiku 4.5
Claude Team
$762$29
$791
▲+11.8%
Rafael Okafor
Data Platform Lead
Data Platform
Claude Sonnet 5
Gemini for Workspace
$592$23
$615
▲+28.4%
Kenji Solberg
Analytics Engineer
Data Platform
Claude Haiku 4.5
Claude TeamGemini for Workspace
$549$52
$601
▲+26.0%
Nadia Chen
Data Engineer
Data Platform
aws
Claude Sonnet 5
Gemini for Workspace
$413$23
$436
▼-1.5%
Priya Halvorsen
Analytics Engineer
Data Platform
aws
Claude Sonnet 5
Claude TeamGemini for WorkspaceChatGPT Enterprise
$274$110
$384
▲+11.9%
Sana Moreau
Data Platform Lead
Data Platform
Gemini 3.8 Flash
Claude TeamGemini for Workspace
$278$52
$331
▲+17.5%
Milo Almeida
Data Engineer
Data Platform
aws
Claude Haiku 4.5
Claude TeamGemini for Workspace
$255$52
$307
▲+11.6%
Theo Reyes
Analytics Engineer
Data Platform
Claude Haiku 4.5
Claude TeamGemini for Workspace
$239$52
$291
▲+9.3%
OverviewPeopleProvidersHardwareInsights