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Voltarum Local LLM Hardware Guide

Hardware to run Mistral Small 3.2 24B

A dense European model that fits a 16 GB card at 4-bit with a modest context.

Developer
Mistral AI
Parameters
24B
Max context
128K tokens
Licence
Apache 2.0

Model card on Hugging FaceGGUF filesOllama: ollama run mistral-small3.2:24b

Memory needed

Factual data

Weights plus context cache plus about 1.5 GB of runtime buffers, by quantisation and context length.

Quantisation8K tokens32K tokens128K tokens
Q4_K_M17 GB21 GB37 GB
Q8_028 GB32 GB48 GB
FP1651 GB55 GB71 GB

Hardware that runs it

Estimate

21 platforms can run Mistral Small 3.2 24B at Q4_K_M with a 32K-token context. Needs about 21 GB.

Cheapest that runs it

Fastest that runs it

Model weightsContext cache (KV)RuntimeUsable limit (colour = verdict)

RunsRuns comfortably (20)

PlatformSmallest configurationMemorySpeed ceilingPrice from
RTX PRO 600096 GB
21 GB / 96 GB
≤ 125 tok/s$8,565
RTX 509032 GB
21 GB / 32 GB
≤ 125 tok/s$4,329
RTX PRO 500048 GB
21 GB / 48 GB
≤ 94 tok/s$4,500
Mac Studio M5 Ultra96 GB
21 GB / 72 GB
≤ 84 tok/s$5,499
RTX 409024 GB
21 GB / 24 GB
≤ 70 tok/s$1,599
RX 7900 XTX24 GB
21 GB / 24 GB
≤ 67 tok/s$1,358
RTX 309024 GB
21 GB / 24 GB
≤ 65 tok/s$1,340
RTX PRO 450032 GB
21 GB / 32 GB
≤ 63 tok/s$2,500
RTX PRO 400024 GB
21 GB / 24 GB
≤ 47 tok/s$1,500
Radeon AI PRO R970032 GB
21 GB / 32 GB
≤ 45 tok/s$1,550
Arc Pro B7032 GB
21 GB / 32 GB
≤ 42 tok/s$1,268
Mac Studio M5 Max36 GB
21 GB / 24 GB
≤ 32 tok/s$2,499
Arc Pro B6024 GB
21 GB / 24 GB
≤ 32 tok/s$599
Mac mini M5 Pro64 GB
21 GB / 48 GB
≤ 21 tok/s—
Ryzen AI Max+ PRO 495192 GB
21 GB / 159 GB
≤ 19 tok/s$7,399
Jetson AGX Thor128 GB
21 GB / 115 GB
≤ 19 tok/s$5,499
DGX Spark / GB10128 GB
21 GB / 115 GB
≤ 19 tok/s$5,000
Ryzen AI Max+ 39564 GB
21 GB / 58 GB
≤ 18 tok/s$2,200
Jetson AGX Orin 64GB64 GB
21 GB / 58 GB
≤ 14 tok/s$1,999
Ryzen AI 9 HX 37032 GB
21 GB / 27 GB
≤ 8 tok/s—

Runs, tightRuns, but tight (1)

PlatformSmallest configurationMemorySpeed ceilingPrice from
Mac mini M632 GB
21 GB / 21 GB
≤ 12 tok/s—

Not enough memoryNot enough memory (10)

PlatformSmallest configurationMemorySpeed ceilingPrice from
RX 9060 XT 16 GB16 GB
21 GB / 16 GB
—$349
RX 9070 XT16 GB
21 GB / 16 GB
—$759
Arc Pro B5016 GB
21 GB / 16 GB
—$349
RTX 5060 Ti 16 GB16 GB
21 GB / 16 GB
—$789
RTX 5070 Ti16 GB
21 GB / 16 GB
—$1,190
RTX 508016 GB
21 GB / 16 GB
—$1,830
Arc B58012 GB
21 GB / 12 GB
—$249
RTX 3060 12 GB12 GB
21 GB / 12 GB
—$329
RTX 507012 GB
21 GB / 12 GB
—$1,010
Jetson Orin Nano Super8 GB
21 GB / 6 GB
—$399

Not supportedNot supported (2)

PlatformSmallest configurationMemorySpeed ceilingPrice from
RK3588 (Orange Pi 5 Plus and others)32 GB———
Raspberry Pi AI HAT+ 28 GB——$200

Theoretical maximum for generating text: memory bandwidth divided by the bytes read per token. Real runs usually reach about half to three quarters of it.