Blog
Product updates, engineering deep dives and our take on the model ecosystem
One OpenAI-Compatible Endpoint for Every Model
How Model Rover unifies hundreds of models from OpenAI, Anthropic, Google and more behind a single API, so you never have to touch your code again.
Intelligent Routing: Failover That Actually Happens
Model routers are only as good as their failure handling. Here is how Model Rover picks the best upstream, retries transparently, and keeps your requests flowing.
Observability: Every Token, Accounted For
Usage dashboards, request logs and cost breakdowns that let you answer 'where did my tokens go?' in seconds — by model, key, or application.
Billing at Scale: Why We Chose an Append-Only Ledger
A look under the hood of our billing system: immutable ledgers, snapshot balances and asynchronous settlement that keeps high concurrency safe.
The Model Ecosystem in 2026: One Gateway, No Lock-In
Frontier models, open-weight releases and specialized small models — how a single gateway keeps your stack portable as the ecosystem keeps moving.
Streaming at Scale: Engineering an SSE Pipeline
Token streaming is the default for LLM traffic. Here is how we engineered our SSE pipeline to keep bytes flowing under load, without breaking the experience.