One API · Cost-aware inference routing

Spend less on AI.Put idle GPUsto work.

MultiVibe Cloud connects applications to compatible model providers and independent compute through one OpenAI-compatible API. Builders get a route tuned for price, speed, and quality. Operators turn spare capacity into provider revenue.

OpenAI-compatibleCost-aware routingOperator-controlled capacity
YOUR APPPOST /v1/responsesmodel: best-reasoning
MULTIVIBEROUTE ENGINE
COMMERCIAL APIHosted modelfast
GPU
PROVIDER GPURTX workstationbest price
PRIVATE MODELLocal clusterprivate
matched · price · latency · policy
One OpenAI-compatible APICost-aware routingOperator-controlled capacityVerifiable usage

Pay for useful inference. Get paid for useful compute.

Every request is matched to eligible capacity using model fit, price, latency, availability, and the workload's routing policy.

FOR BUILDERS01

Get more inference for your budget

Use one endpoint instead of wiring every provider into your application. MultiVibe evaluates compatible routes by price, performance, availability, and your policy.

  • Reasoning, coding, vision, and custom routes
  • Streaming Responses and Chat Completions
  • Portable API with no client rewrite
Request cloud access
FOR PROVIDERS02

Make your idle machine pay

Offer capacity from machines and endpoints you own and are authorized to share. Define when they are available while MultiVibe records verified work.

  • Choose machines and served models
  • Set availability and capacity limits
  • Pause or disconnect at any time
Apply as a provider

One request.
The best eligible route.

01

Call one API

Your application sends a standard request and describes the model or capability it needs.

02

Match the route

MultiVibe compares eligible routes across price, latency, quality, availability, and policy.

03

Run the inference

The selected commercial API or approved provider node processes the request.

04

Meter the result

The response streams back to your app while usage is recorded against the selected route.

Independent capacity is used only when the workload policy permits it. Providers must hold the rights to offer their hardware, models, and endpoint capacity.

Monetize spare capacity without handing over the machine.

Your node follows the limits you set. Share only the models, time, and capacity you choose, with clear metering for accepted work.

  • 01Run only approved models and workloads
  • 02Make capacity available when your system is idle
  • 03Track accepted jobs and verified usage
  • 04Pause or disconnect immediately
Provider nodeCONTROL CENTER
GPU
WORKSTATION-01NVIDIA RTX · local nodeON
Shared capacity60%
Available when system is idle
MODELLocal reasoning
STATUSAccepting
MODEIdle only
Connected to MultiVibeDisconnect

Run it yourself, or let MultiVibe run it for you.

MultiVibe Core is the public, source-available gateway for teams that want full control. MultiVibe Cloud adds a managed endpoint, account-level usage controls, and access to distributed capacity.

Explore MultiVibe Core Your API stays portable between self-hosted and managed setups.
SELF-HOSTEDMultiVibe Core

Own the gateway and its infrastructure

  • Compatible model APIs
  • Quota-aware routing
  • Tracing and usage visibility
  • Durable batch jobs
MANAGEDMultiVibe Cloud

Use the network through one account

  • Hosted API endpoint
  • Account and usage controls
  • Distributed capacity routes
  • Metered provider usage

Lower your inference bill.
Put your compute to work.

Request access for your application or apply to offer capacity. Start with a short public form and keep credentials, workload data, and machine details private.

Access, route availability, and provider eligibility depend on model, region, capacity, and usage policy.