LLM Cost & Eval Correctness Audits — Wrong Numbers
wrong-numbers.dev
LaunchIndex first observed LLM Cost & Eval Correctness Audits — Wrong Numbers (wrong-numbers.dev) live on 26 September 2026. View its launch screenshot, category, and verification evidence.
A launch record built from evidence.
LLM Cost & Eval Correctness Audits — Wrong Numbers (wrong-numbers.dev) was first observed live on 26 September 2026.
Wrong Numbers provides audits of LLM cost accounting and evaluation code, identifying where token usage or scores diverge from invoices or expected results. It offers fixed-price reconciliation and CI-gate style reviews for teams using LLMs.
Its profile is classified as Professional service within Services / Professional services.
What the launch signal contained.
- First observed live
- Previous state
- No prior non-live observation
- Last verified
- Canonical host
- wrong-numbers.dev
- Category
- Services / Professional services
- Website type
- Professional service
- Observed title
- LLM Cost & Eval Correctness Audits — Wrong Numbers
- Observed description
- Your Claude bill is bigger than your dashboard says. Usually cached tokens. I find the accounting bug: 24 merged fixes across 13 organisations.
- Detected technologies
- None detected
- Screenshot captured
- Evidence source
- Browser observation · Local
- Evidence confidence
- 93%
- HTTP status
- 200
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