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Multi-Model Routing

Automatically send each request to the best model for the job.

Locking into a single model caps your cost, quality and resilience. remot evaluates every request by its content, latency target and cost budget, then routes it to the most suitable model — your app sees one API while the orchestrator handles the complexity.

40%
average cost reduction
12+
supported models
<1s
routing decision

How it works

It starts with explicit rules and matures with performance data. Each task goes to the model with the best cost-quality balance.

  • Model selection by task complexity
  • Balancing latency and cost budgets
  • Compliant-model constraints by data sensitivity
  • A/B testing new models with no code changes

Why it matters

The model market shifts every week. Staying provider-independent gives you both leverage and resilience.

  • Provider independence and negotiating power
  • Best price-quality on every task
  • Automatic fallback when a provider goes down

Use cases

  • Route high-volume classification to a small model, complex reasoning to a large one
  • Manage real-time chat and batch jobs with different priorities
  • Switch to a cheaper provider in hours

Frequently asked questions

What is Multi-Model Routing?+

Locking into a single model caps your cost, quality and resilience. remot evaluates every request by its content, latency target and cost budget, then routes it to the most suitable model — your app sees one API while the orchestrator handles the complexity.

How does Multi-Model Routing work?+

It starts with explicit rules and matures with performance data. Each task goes to the model with the best cost-quality balance. Model selection by task complexity. Balancing latency and cost budgets. Compliant-model constraints by data sensitivity. A/B testing new models with no code changes.

Why does Multi-Model Routing matter?+

The model market shifts every week. Staying provider-independent gives you both leverage and resilience. Provider independence and negotiating power. Best price-quality on every task. Automatic fallback when a provider goes down.

What are typical use cases for Multi-Model Routing?+

Route high-volume classification to a small model, complex reasoning to a large one. Manage real-time chat and batch jobs with different priorities. Switch to a cheaper provider in hours.

Let's apply this to your business

With a tailored demo, we'll show how remot adds value to your organization.

Request a Demo