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Vectoral — Catch the proxies reselling your LLM tokens
gist
Vectoral is a detection platform for LLM endpoint operators whose API keys are being stolen, proxied, or wrapped and resold as cheap model access. It fingerprints each request, scores it against reseller patterns such as token-velocity bursts and account-count-for-IP, then lets operators block the burning accounts and fire spend or abuse alerts before the next invoice. The homepage treats token reselling as a supply chain of stolen keys, proxy software, harvesting scripts, and unauthorized wrapper UIs under one policy engine.
ideas
- Reseller traffic is scored on arrival. Behavioral fingerprints, request-graph clustering, and abuse-network intelligence flag each request as blocked, challenge, or clean before tokens are spent.
- Verdicts land in a spend-aware control loop. Decide shows score, pattern, and blocked/review/allowed; Block sorts accounts by spend and denies future scored requests for the burner.
- Token reselling is a supply chain. Stolen keys, leaked credentials, proxy software, and abuse marketplaces sit under one detection engine and one set of policies.
- Four monetization paths, one engine. Proxy tunnels, replayed keys from abuse networks, headless harvesting, and unauthorized wrapper UIs are the attacks the page claims to cover.
- Alerts fire before the invoice. Operators can throttle, rotate keys, or refuse calls on spend and high-risk-score spikes into Slack, PagerDuty, Opsgenie, or Discord.
quotes
“Behavioral fingerprints, request-graph clustering, and abuse-network intelligence flag reseller traffic the moment it routes through your endpoints.”
“Token reselling isn't one attack — it's a supply chain.”
“Detect requests being tunneled from third-party services and resold as cheap model access on grey-market AI sites.”
“See exactly who's reselling your API, how they're doing it, and shut it down — before the next invoice lands.”