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.
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.
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