OMNIA / MODEL HUB

Features — Omnia Model Hub

All fifteen modules are developed as one release, not in phases.

Gateway and protocol compatibility

One base URL, OpenAI-compatible request shapes, API key authentication, rate limits and budgets. Provider routing objects travel with every endpoint.

Marketplace and quoting

A resource is supplier × model × region × price × service-level agreement × service tier. The same model can have several quotes. Model version pinning, change notices and migration hints are recorded.

Routing and reliability

Six production signals — effective price, throughput, first-token latency, 429 rate, failure rate and tool-call quality — are combined with trust grade into a deterministic weighted score. Every decision records which resources were considered and why one was chosen.

Metering, billing and credits

Billing rules are explicit, pure and unit-tested: cached input is priced separately, failed retries are ignored, empty completions produce a zero bill, and the platform fee is computed on the subtotal. Bills have line items and can be recomputed.

Verification and trust

Admission compares model fingerprints and runs capability, performance, availability and capacity tests. Listings are then sampled continuously. Results become a five-level grade; a downgrade reduces routing priority, limits traffic or suspends the listing, with an append-only change history.

Data governance, teams and analytics

Zero retention is the default. Three data policy tiers, region-aware routing, guardrail rules, organisation workspaces, budgets with 80 percent alerts and 100 percent stops, activity drill-down, public rankings with a published methodology and app attribution are included.

Administration

Administrators use a separate sign-in page and a separate account store. Every function is controllable from the back office, including the transaction fee rate, user status and permissions, listings, ratings, invites, disputes, content, feature flags and configuration.