Org overview
AI coding spend review
A guided demo on sample data: what shipped, what is still in flight, and what did not tie back to a PR.
Captured AI spend
$980
63.5M tokens · list-price estimate
Merged PR spend
$542
5 PRs shipped
In flight
$234
Open PR or inside attribution window
Unshipped — review
$119
Past attribution window; no matching PR
Install coverage
0/5
Active installs / expected
Dollars are a conservative list-price estimate from captured usage — real billed cost is reconciled from your invoice. Token counts are new work (input, output, and newly-cached context); repeated cache reads are excluded from tokens but still counted in billed cost.
Where the spend went
Spend states stay aggregate-first. Open a team or engineer only when you need diagnostics.
Merged PRs
54%
34.3M tokens · $542
Tied to merged PRs
In flight
24%
15.2M tokens · $234
Open PR or inside attribution window
No matching PR
13%
8.2M tokens · $119
Past attribution window; needs review
Non-PR work
6%
3.5M tokens · $52.21
Research, support, debugging, or setup
No git context
1%
900.0K tokens · $10.15
Captured outside a git tree
Other repo
2%
1.4M tokens · $22.70
Outside your tracked repo
Spend by model
Which Claude model versions the spend ran on, how much of each shipped, and the right-sizing headroom.
Opus 4.8
$794
81% · 43.4M tokens
54% shipped · tied to merged PRs
Sonnet 4.6
$167
17% · 14.9M tokens
61% shipped · tied to merged PRs
Haiku 4.5
$19.57
2% · 5.2M tokens
61% shipped · tied to merged PRs
Right-sizing headroom: up to $317. Opus spend ($794) would be ~$476 at Sonnet rates — review which flagship tasks could run on a smaller model.
Recommendations
What the agent flags for a manager to review — unshipped spend, budget spikes, or cap risk. 2 open flags.
- Model right-sizingPlatform$255
$255 model right-sizing headroom — Platform
Platform ran $636 on Opus in the last 30 days; the same usage at Sonnet rates would be ~$382. Review whether these tasks needed the flagship model.
AI spend tied to merged PRs (PR-only scope) · billing: metered API · 30-day attribution window · ≥3 contributors (k-anonymous) · metadata only — no prompts, code, or transcripts stored
Period 5/8/2026 – 6/7/2026 · last scan 6/7/2026
- Unshipped — reviewPlatform$119
$119 unshipped — review
Platform: 3 session window(s) in the last 30 days burned $119 with no matching merged PR past the attribution window. Could be abandoned work, research, or waste — review.
AI spend tied to merged PRs (PR-only scope) · billing: metered API · 30-day attribution window · ≥3 contributors (k-anonymous) · metadata only — no prompts, code, or transcripts stored
Period 5/5/2026 – 6/7/2026 · last scan 6/7/2026
Teams
2 teams| Team | Engineers | Tokens | Avg tokens/PR | Est. spend | Shipped % |
|---|---|---|---|---|---|
| Platform | 3 | 42.8M | 6.8M | $705 | 48% |
| Billing | 2 | 20.7M | 6.6M | $275 | 67% |
Each row is team totals · Shipped % = share of tokens tied to merged PRs · per-engineer diagnostics are admin-only in the full product.