Hardware Detail GPUPrevious gen

NVIDIA RTX 4090 24GB

NVIDIA RTX 4090 24GB profile for local AI model planning.

NVIDIANVIDIA RTX 402022-0924GB VRAM

AI Memory

24GB VRAM

Runtime headroom is estimated.

LLM Score

workstation

Power

350W

Average AI load

Value Score

9.5

Planner signal

Task Fit

Vision91

Strong fit for vision workloads in the current planner.

Image generation91

Strong fit for image generation workloads in the current planner.

Chat84

Usable for chat, with tradeoffs around speed, memory, or runtime maturity.

Code82

Usable for code, with tradeoffs around speed, memory, or runtime maturity.

RAG82

Usable for rag, with tradeoffs around speed, memory, or runtime maturity.

Agent79

Usable for agent, with tradeoffs around speed, memory, or runtime maturity.

Video generation76

Usable for video generation, with tradeoffs around speed, memory, or runtime maturity.

Embedding66

Usable for embedding, with tradeoffs around speed, memory, or runtime maturity.

Voice62

Usable for voice, with tradeoffs around speed, memory, or runtime maturity.

Runtime Support

ollamaExcellent

llama.cppExcellent

LM StudioExcellent

vllmExcellent

sglanggood

ComfyUIExcellent

diffusersExcellent

Specs

CPU cores—

GPU cores—

System RAM—

Unified memory—

VRAM24GB

Usable model memory24GB

CUDASupported

MetalNo

ROCmNo

Cost and Ops

Hardware price$1,599

Build cost$1,100

UPS / accessories$200

5-year estimate$4,002

Expected lifespan6 years

Residual value20%

Build requiredYes

Models This Hardware Can Run

Estimated from default model artifacts, VRAM, unified memory, and recommended RAM.

53 compatible defaults

DeepSeek-R1-Distill 32B

DeepSeek · Q4_K_M

Microsoft · Q4_K_M

Z.ai · Q4_K_M

Moonshot AI · Q4_K_M

Moonshot AI · Q4_K_M

Moonshot AI · Q4_K_M

MiniMax · Q4_K_M

MiniMax · FP8

Gemma 4 31B It QAT W4a16 Ct

Compatible

Google · Q4_0

32GB recommended

Best For

30B Q4/Q5image genbest value GPU

NVIDIA RTX 4090 24GB profile for local AI model planning.

Source Confidence

SpecsEstimated

PriceEstimated

PowerEstimated

PerformanceEstimated

Updated2026-06-18

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