Observed arrival · 2026-09-20
Tally, the AI Work Report Card
Tally reads local coding-agent sessions, grades six working habits, and compares AI spend with estimated human-delivery costs.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- People managing or evaluating AI-assisted coding work
- Worth noticing
- An illustrative card compares $410 in AI spend with a $9,800–$21,000 freelance quote range.
Field notes
The service groups coding-agent sessions into episodes, then into tasks and deliverables, with token usage priced from vendor rates. Its report card uses six fixed dimensions, including verification and model discipline, and identifies two habits that could improve the result. The homepage also presents a local-redaction step covering secrets, emails, phone numbers, and card numbers before analysis.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
⊠LoginAccess appeared gated
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue