Local AI Compatibility

Can my GPU run this LLM?

Pick hardware and model. Get a VRAM fit check with an Ollama command. If local inference is not the right route, compare cloud API costs on apiroute.dev.

Compatibility Input

Use presets or override VRAM/RAM manually.

Q4 / 4-bit

Default local inference balance.

Long context increases KV-cache pressure.

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Loading model data

The calculator will run once the local dataset is available.

Need -- GB
VRAM fit -- GB
Speed --
Ollama
ollama run ...

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If the model does not fit locally, compare API pricing, cache discounts, context limits, and routing suggestions on apiroute.dev.

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Compatibility is an estimate for planning. Real memory and speed depend on backend, context length, KV cache, drivers, quantization file, and offloading settings.