Frontier chat
Highest-quality text, tool calling, and structured output. Workspace and team spend map onto the same cap.
Catalog
Connect the subscriptions you already pay for. Ai-Limi normalizes usage, maps rate-limit headers, and lets you move traffic without rewriting the app.
Highest-quality text, tool calling, and structured output. Workspace and team spend map onto the same cap.
Mid-tier chat with prompt cache and batch. Upstream keys stay vaulted; apps receive virtual keys.
Large windows and document ingest. Context cache counts against the same monthly budget.
Overflow for latency-sensitive tools. Automatic fallback when a frontier lane returns 429.
Self-hosted and hosted open models. A cheap default for evals, with a hard cap so they cannot eat production.
Keep inference in a declared region. Treat reserved capacity as a prepaid cap, not a mystery line item.
Vector writes and retrieval counted in the same ledger as chat, so search cannot hide inside another invoice.
Image, audio, and multimodal calls in a separate pool so experiments cannot starve production chat.
Offline jobs and night runs. Cheap by default, isolated by design, killed at the cap.
Any chat-completions compatible endpoint connects in minutes. Custom adapters on Scale.