BLK · COMPATIBILITY PROBE

Will it run?

Identify your hardware. We compute which open-weight AI models you can run locally, how fast, with what tradeoffs.

> Backed by real benchmarks when available, computed from memory bandwidth + model architecture otherwise. Confidence tier always shown next to every number.

RunLocalAI Will-It-Run Framework

MODULE 01 · QUICK PRESET

Pick a common build

18 presets
MODULE 02 · CLUSTER TOPOLOGY

Multi-GPU or cluster setup?

Dual GPUs, quad workstation, mixed cards, Apple unified, Exo cluster — total VRAM ≠ pooled VRAM, and we explain why.
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MODULE 03 · CUSTOM BUILDER

Build your own rig

Pick any GPUs (single/dual/mixed/multi-node), set CPU/RAM/OS, choose runtime + use case. We compute effective VRAM honestly, recommend a runtime, and tell you which models fit comfortably.

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OR · BASIC SINGLE-GPU FORM
MODULE 04 · MANUAL INPUT

Your hardware

> all four fields required

LEGEND
MEASUREDBenchmarked on our hardware. Reproducible.
EXTRAPOLATEDEstimated from same-bandwidth hardware benchmark.
ESTIMATEDComputed from memory bandwidth + model architecture.

HOW WE CALCULATE THIS →

Cloud GPU rental

Not enough VRAM for the model you want? Rent a GPU by the hour

If the probe says a model won't fit your card, you can rent a GPU with enough VRAM by the hour to run it now, or to test it before you buy hardware.

RunPod

billed per GPU-hour

Hourly GPU pods, in community-cloud and secure-cloud tiers.

The two tiers run on different hosts and terms. Check which tier a pod is on before a long job.

Rent on RunPod

Vast.ai

billed per GPU-hour

Marketplace of host-listed GPUs; price and reliability vary by host.

Host quality varies. Filter for verified hosts and check the host's reliability before a long run.

Rent on Vast.ai

Referral links: RunLocalAI may earn a commission or account credits if you sign up and rent, at no extra cost to you. Hourly rates and which GPUs are listed change all the time, so check the provider's page before you start. Editorial opinions are independent of the referral relationship; see how we make money.