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AI Cost Center

See where every AI token, and every dollar, goes

The AI Cost Center breaks your AI spend down by developer, project and model, and by every kind of token, so a single monthly bill turns into numbers you can act on.

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Spend overview

Your AI spend on one screen

Total tokens, estimated cost, cache hits and tokens per session, worked out from every captured session instead of a single invoice line.

AI Usage

Total tokens
5.9M
last 7 days
Est. cost
$24.53
at list model prices
Cache hits
68%
of context read from cache
Avg per session
107K
tokens across 55 sessions
Token types

Know what kind of tokens you pay for

Output tokens cost far more than input, and cache reads cost a fraction of both. Splitting every bar by token type shows exactly where the money goes and where better caching would save it.

  • Group by developer, project or model in one click
  • Prompt and tool call tokens counted together
  • Filter by developer, client and date range

Token distribution by type

Last 7 days

Group by:
  • Priya1.6M
  • Alex890K
  • Sam820K
  • Maya780K
  • Raj680K
  • Nina610K
  • Lena470K

Hover a bar to see its token types

  • Input
  • Output
  • Cache write
  • Cache read

  • Input

    Tokens sent to the model in prompts and tool calls.

  • Output

    Tokens the model wrote back, the most expensive kind.

  • Cache write

    Context stored in the cache so later prompts can reuse it.

  • Cache read

    Context read back from the cache, at a fraction of the input price.

Watch spend day by day

Daily token use per developer shows the spikes as they happen, so a runaway session or a busy release week never waits for the monthly bill.

Token usage over time

Tokens per day by developer, last 7 days

  • Priya
  • Alex
  • Sam
  • Maya
  • Others

Busiest day: Fri · 1.3M tokens

Token use is highest on weekdays, peaking on Friday at 1.3 million tokens, and drops sharply at the weekend. Priya uses the most tokens every day.

Developer costs

What each developer costs, in dollars

Tokens are hard to budget. Every developer gets a dollar figure instead: weekly cost, share of team spend, cost per session and per prompt, and where the month is heading at the current pace.

Cost per developer

Last 7 days, in US dollars

Team spend
$24.53
last 7 days
Avg per developer
$3.50
across 7 developers
Avg per session
$0.45
55 sessions
Projected month
$105.13
at the current pace
AI cost in US dollars per developer for the last 7 days
DeveloperCost this weekShare of spendPer sessionPer promptProjected month
Priya$6.8628%$0.57$0.10$29.40
Alex$3.7015%$0.41$0.08$15.86
Sam$3.4114%$0.43$0.07$14.61
Maya$3.2413%$0.46$0.09$13.89
Raj$2.8312%$0.35$0.09$12.13
Nina$2.5410%$0.42$0.09$10.89
Lena$1.958%$0.39$0.09$8.36
Team total$24.53100%$0.45$0.09$105.13
FAQ

AI Cost Center questions, answered

How tokens are counted, priced and grouped.

Ask us anythingBook a demo

Every token your team uses, split into input, output, cache write and cache read, grouped by developer, project or model, with the estimated cost next to it and how usage changes day by day.

Input and output tokens for prompts and tool calls, plus the tokens written to and read from the prompt cache. Cache reads cost a fraction of normal input, so a high cache hit rate keeps spend down.

Each token type is priced at the list price of the model that used it, then added up per session, developer, project and model. With your own Anthropic key, the spend lands on your own account.

Yes. Switch between developer, project and model, and filter by developer, client and date range to compare teams, clients or months.

Yes. Grouping by project or client gives you the token use and cost to bill back or assign to each budget.

Token spend and ROI analytics are included from the Starter plan up.

Know exactly what your AI spend buys.

Install the agent once per laptop and see tokens and cost per developer, project and model within minutes.

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  • Free for up to 5 developers
  • 10-minute setup
  • Your Anthropic key, your spend