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.
8 people
PersonDeptSourcesTop modelPlansAPI Plan Total ↓Δ Trend
Zain Blum
Technical Support
Customer Support
aws
Claude Sonnet 5 (Bedrock)
ChatGPT EnterpriseClaude Team
$1.19K$87
$1.28K
▲+3.6%
Bastian Nakamura
Customer Success
Customer Support
aws
Claude Sonnet 5 (Bedrock)
ChatGPT Enterprise
$906$58
$964
▲+9.5%
Dmitri Ferrari
Support Engineer
Customer Support
aws
GPT-5.6 Sol (Azure)
ChatGPT Enterprise
$278$58
$336
▲+0.1%
Yara Lindqvist
Support Lead
Customer Support
Claude Haiku 4.5
ChatGPT EnterpriseClaude Team
$143$87
$230
▲+15.4%
Valentina Novak
Technical Support
Customer Support
aws
Claude Sonnet 5 (Bedrock)
ChatGPT EnterpriseClaude Team
$139$87
$226
▲+4.4%
Chiara Petrov
Support Engineer
Customer Support
aws
GPT-5.6 Sol (Azure)
ChatGPT Enterprise
$157$58
$215
▼-2.7%
Anouk Ibrahim
Customer Success
Customer Support
aws
Claude Sonnet 5 (Bedrock)
ChatGPT EnterpriseClaude Team
$108$87
$195
▲+12.8%
Wei Iyer
Support Engineer
Customer Support
aws
Claude Sonnet 5 (Bedrock)
ChatGPT Enterprise
$116$58
$174
▲+14.7%
OverviewPeopleProvidersHardwareInsights