Cohere
QwenRunaway cost
Sending every prompt to a frontier model burns budget a cheaper specialist could save.
2–4×
Route every request to the right model.
On beat.
ModelBeat is the intelligent orchestrator for the multi-model era. One API traffics every request across 450+ models - cost first, then latency, sovereignty, and quality - and conducts specialized agents. Frontier quality, a fraction of the cost.
Drop-in for any AI SDK · self-host or cloud · SOC 2 & ISO aligned
AnthropicOpenAIGoogleMetaMistralDeepSeekCoherexAIQwen
Start orchestrating in private preview
- One base-URL change - wire-compatible with OpenAI, Anthropic & Vercel AI SDKs.
- Predictive routing across 450+ models with automatic failover.
- Governed by default - budgets, guardrails, audit logs & observability.
- Live in under an hour - self-host in your VPC or run on our cloud.
The multi-model problem
One model can't win every request.
37% of teams now run five or more models in production. Without an orchestrator that means runaway cost, brittle pipelines, and lock-in. ModelBeat turns model sprawl into a single, governed advantage.
Brittle pipelines
One hard-wired provider means an outage or price change breaks production.
1 point of failure
No visibility
No clear view of cost-per-feature, quality drift, or token waste across providers.
10–30% wasted
Watch ModelBeat pick the right model
Refactor this Python service to improve readability, reduce complexity, and add type hints. Preserve all functionality.
modelbeat.ai/route
Claude Opus 4.8QUALITY-FIRST
Frontier depth for complex, long-context code
Quality
99
Latency
7.4s
Cost
$$$
routing verdict
Frontier Grade task - No Compromise
Why this model
Long-context refactors demand deep understanding across the whole file. The frontier model holds the entire service in context and reasons about it - quality wins out over raw speed here.
By the numbers
Numbers don’t lie and ours say you’re in good hands.
Cost optimization
85%
Years in business consulting
Optimised model selection
Reduced token spend
Enterprise reliability
99.99%
Uptime with failover
Multi-provider redundancy
Zero single point of failure
Model access
450+
Models, one API
Unified model access
No vendor lock-in
Production-grade
Everything you need to ship on every model.
Predictive routing
A learned router scores each input on quality, latency, and cost, then picks the optimal model before inference.
Automatic failover
Provider down or rate-limited? ModelBeat reroutes in real time for 99.99% effective uptime.
Semantic caching
Serve responses by meaning, not exact match. Cache hits return in ~5ms instead of a full round-trip.
Sovereign & governed
Self-host or in-VPC, with SSO, audit logs, and guardrails aligned to SOC 2, GDPR, and ISO 27001.
Two ways to run
Built for enterprises and builders alike.
Deploy ModelBeat inside your own walls on a license, or plug into the prepaid API in minutes.
B2B / B2E · LICENSED SDK
Enterprise
Deploy the ModelBeat SDK inside your own environment. Orchestration runs in your VPC or on-prem, and data never leaves your perimeter.
DeploySelf-host · in-VPC · on-prem
PricingAnnual license + seats / usage
Ideal forRegulated, large teams, data sovereignty
Building in public
ModelBeat, shipped piece by piece.
We build in the open and push features the moment they land. Here's how far along the road to v1.0 we are today.
41.5%Complete
DesignCoreBetaGA
Early access
Route every request to the right model.
We’re building ModelBeat in the open and onboarding early teams to shape the product. Join the waitlist to be first to orchestrate across 450+ models - no spam, just a heads-up when we’re ready for you.
Drop-in for any AI SDK · self-host or cloud · no card required