Registry · Human-agent operations · Token economics & AI cost
BerriAI/litellm
Live AHK-0032
Identity
- Repository
- BerriAI/litellm
- Repository id
- 671269505
Also filed on the survey's other hub.
Description
Editorial draft A multi-provider model gateway; the ledger cites its spend-tracking dimensions and its public issue history as cost-accounting evidence.
The campaign that admitted it
2026-08-01__token-usage-observability-accounting · · run type (the campaign's own designation) high-recall-map
High-coverage, effort-bounded map as of 2026-08-01; not saturated — supports a provider-neutral measurement contract, but the Token Economist may run only as a shadow measurement system until sample-based capture checks pass.
Claim wording is the campaign's own, including its shorthand — see the methodology glossary.
5 ledger rows cite this repository.
The claim is the campaign's own record — its coverage and its judgments — quoted word for word. It is not this site's assessment of the repository.
Current metrics
- Stars
- 55954
- Forks
- 10443
- Watchers
- 220
- Language
- Python
- License
- License present, not classified
- Archived
- No
- Created
- Last push
- Topics
- ai-gatewayanthropicazure-openaibedrockgatewaylangchainlitellmllmllm-gatewayllmopsmcp-gatewayopenaiopenai-proxyrustrust-aivertex-ai
- Snapshot
- · retrieved UTC
Counts only. This site never publishes stargazer, watcher or contributor identities.
Weekly movement
First snapshot 2026-08-10 — weekly movement begins with the second.
Star history
Not yet backfilled. Source will read: an independently collected archive of the same platform's public events, plus our snapshots.
Trust marks
- Snapshot
- · retrieved UTC
- Entries hash (sha256, first 12)
-
46fcea8cb0e2— this hub's served data file — verifiable at /api/entries.json - Snapshot hash (sha256, first 12)
-
5029a1dd0e77— raw capture, shared by both hubs (not yet published) - Method version
- supervised beta (v3.3 taxonomy)
- Sealed record
- 2026-08-01__token-usage-observability-accounting — named, not linked; the record is not public.
What we collect
Collected per entry, weekly, append-only and hash-attested — the full field list is on the data card. Aggregate public metrics only; no stargazer or contributor identities. The posted record is public and quotable; the collection run itself is not published.