| Hard budgets (team / key / user) (scored) | n/a Budgets/alerts on reported spend; not in the request path |
|---|---|
| Rate & spend limits (scored) | n/a |
| Cost attribution / chargeback tags (scored) | yes Allocation of model/token spend |
| FOCUS export (scored) | partial version: 1.0 (+ some 1.2 fields), ingest Ingests FOCUS 1.0 bill data (with selected 1.2 fields); export not confirmed |
| EU data residency option (scored) | unknown |
| Public pricing (scored) | no |
| Open source | no |
| Hosting | SaaS |
| Supported providers / models | unknown |
| Caching | n/a |
| Pricing model | unknown |
| Public price points | unknown Not public |
Not verified yet: EU data residency option, Supported providers / models. "unknown" means we could not confirm it in public sources. Vendors can send evidence to update a cell; see get verified. Verification never changes the scoring rules.