What’s the best budget GPU for local LLMs in 2026?

Intel Arc B580 at $249 — 12GB VRAM, 62 tok/s on 8B. Beats NVIDIA value.

Which GPU under $1000 runs the biggest models?

RX 7900 XTX or used RTX 3090 — both 24GB, handle 30B Q4 easy.

Is the RTX 5090 worth it for local AI?

Only at MSRP ($1999). Scalper prices? Stick to 4090/3090 unless 32GB is non-negotiable.

Why the Intel Arc B580 Crushes Local AI Dreams on a $249 Budget

Tokens blasting at 62 per second. Your local Llama model humming on a $249 card that punches way above its weight. Welcome to 2026's GPU gold rush for AI tinkerers.

theAIcatchup Apr 09, 2026 4 min read

Side-by-side benchmark charts of top 2026 GPUs running local LLMs like Llama 3

⚡ Key Takeaways

VRAM > speed: Load bigger models first, optimize later. 𝕏
Intel Arc B580 steals budget crown at $249 with 12GB punch. 𝕏
Scalping kills 5090 value—hunt used 3090s or AMD for 24GB wins. 𝕏

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theAIcatchup

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#GPU benchmarks 2026 #GPUs for LLMs #Intel Arc B580 #RTX 5090 #VRAM for AI #best GPU 2026 #local AI #local LLMs

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Originally reported by dev.to

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