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VRAM explorer: which model fits your hardware

Pick an open model and see how much memory it needs and which machines it fits. No sign-up: the maths runs in your browser.

Work out the memory a model needs

Pick a model, a quantisation and a context. The bars show which machines it fits.

Category
I have this hardware
Quantisation
Context (tokens the model keeps in memory)

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Total memory–
Parameters–
Max context–
License–
Good for–

Estimated memory needed

–weights + –context cache + 1.5 GBruntime = –total

Weights = parameters × bits per weight ÷ 8 (Q4_0 4.5 · Q4_K_M 4.85 · Q8_0 8.5 · FP16 16). Cache = MB per token × context tokens. Runtime = 1.5 GB.

Measured with ollama ps on our GB10, real use comes in 1.4 to 1.6 GB below this figure: we would rather you have memory to spare than run short. From each machine we also take off the share the operating system keeps.

Estimated speed: –

Which machines it fits

  • Jetson Orin Nano Super 8 GB · €230
  • RPi 5 + AI HAT+ 2 16 GB · €200
  • Beelink SER8 32 GB · €550
  • ASUS NUC 14 Pro 64 GB · €650
  • Minisforum UM890 Pro 96 GB · €750
  • Mac Mini M4 (24GB) 24 GB · €920
  • Mac Mini M4 Pro (48GB) 48 GB · €1,840
  • Mac Studio M4 Max (48GB) 48 GB · €2,300
  • Jetson AGX Orin 64GB 64 GB · €1,840
  • RTX 4060 Ti 16GB Build 16 GB · €1,000
  • RTX 4090 24GB Build 24 GB · €2,500
  • RTX 3090 24GB (Used) Build 24 GB · €1,200
  • AMD W7900 48GB Build 48 GB · €4,000
  • Jetson AGX Thor (128GB) 128 GB · €3,499
  • Jetson T4000 (64GB) 64 GB · €1,999
  • Cloud A100 80GB (RunPod) 80 GB · hourly rental
  • Cloud H100 80GB (RunPod) 80 GB · hourly rental
  • MacBook Pro M4 Pro (24GB) 24 GB · €2,199
  • Lenovo ThinkPad P16s Gen 3 (RTX A500) 32 GB · €1,650
  • Framework 16 (Radeon RX 7700S) 32 GB · €1,900
  • Supermicro 1U Server (L40S 48GB) 48 GB · €12,000
  • Dell PowerEdge R760xa (2x RTX A6000) 96 GB · €18,500
Fits with room Tight (over 85% of usable) Does not fit

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