This is a demo. Every figure below is generated from a fixed seed for a fictional five-person team — nobody’s real usage is on this page. Run /tokentaby:dashboard in your own repo to see the same views on your own data, served from localhost.
Team usage
Demo data · as of Oct 22 · estimated API-equivalent cost
Today-8% vs yesterday
$161.77
vs yesterday
Last 30 days0% vs previous 30 days
$3,506
$116.87 per day
Month forecast
$3,860
Straight-line from the last 7 days
Priciest task
$35.58
TKT-171 · 30 sessions
Daily spend by model
updated on every commit
Peak Oct 14 · $240.69
$0.00
$100
$200
Sep 23Sep 28Oct 3Oct 8Oct 13Oct 18Oct 22
Weekends are rendered slightly dimmer. Toggle a model in the legend to isolate it; the bars and the axis rescale to what's left.
Where the money goes
$3.5K30-day total
The frontier model is a minority of turns and a majority of cost. That ratio is the one number worth watching.
When the work happens
Peak hour 18:00 · 11% outside 07–22
Claude Code turns by weekday and hour of day over the last 30 days
0
6
12
18
Mon
Tue
Wed
Thu
Fri
Sat
Sun
QuietBusy1,236 turns
Most expensive single session
$3.31 on TKT-171 — 41 turns in one sitting.
Cache is doing the work
Cache reads are the bulk of all tokens and a tenth of the input rate. Long sessions are cheaper than they look.
Attribution is free
Every turn carries the branch and the task that was active, so roll-ups need no extra bookkeeping.
Cost profile by developer
Spend alone says little. The useful signal is the mix — how much of it went to the frontier model, and how well the cache is being hit.
Estimated cost per developer over the last 30 days, with frontier-model share and cache-hit rate
Developer
Share of spend
Turns
Cache hit
Cost
SASamimdsami
32%
3,165
64%
$1,017-4%
PRPriyapriya
58%
2,536
85%
$806.10+12%
JOJonasjonas
47%
1,499
70%
$630.01+34%
LELenalena
57%
1,837
60%
$546.86-23%
OMOmaromar
39%
1,289
59%
$411.99+17%
Frontier modelEverything elseTrend is against the previous 30 days.
Cost by task
Sortable. This is the table that answers “what did that ticket cost us?”
Estimated cost per task over the last 30 days, sortable by cost, turns or sessions
Models
Cache read
TKT-171mergedDesign tokens for dark mode
Sonnet 5.5Haiku 5.5Fable 5.1Opus 53 devs
30
1,097
26M
$35.58
TKT-142mergedRewrite billing webhooks
Sonnet 5.5Fable 5.1Opus 5Haiku 5.54 devs
43
1,157
29M
$34.77
TKT-160mergedFlaky checkout e2e suite
Fable 5.1Sonnet 5.5Haiku 5.53 devs
22
575
17M
$19.67
TKT-164openTerraform module for the new region
Haiku 5.5Opus 5Fable 5.1Sonnet 5.55 devs
23
694
17M
$18.54
TKT-176in reviewBatch the ingest queue
Sonnet 5.5Fable 5.1Opus 53 devs
14
452
9.3M
$15.51
TKT-151in reviewVirtualise the audit log table
Opus 5Sonnet 5.5Fable 5.1Haiku 5.53 devs
21
730
16M
$13.59
TKT-180openDrop the legacy events table
Opus 5Haiku 5.5Sonnet 5.52 devs
14
403
15M
$8.33
TKT-158openMigrate auth to short-lived tokens
Haiku 5.5Sonnet 5.5Opus 52 devs
14
370
6.3M
$2.77
Session log
Filter it down, then open any row for the full token breakdown and a command to pick the session back up.
48 of 48 sessions · $38.51 in view
Session log. Select a row to open its full detail.