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Voltarum Local LLM Hardware Guide

Intel · Intel GPUs · 2025

Intel Arc Pro B60

For advanced users

The cheapest new 24 GB card, if you can live with Intel's software.

Memory
24 GB
Bandwidth
456 GB/s
Power
200 W
Largest popular model at 4-bit
Qwen3.6 27B

from $599 (typical price)

Researched from manufacturer data and public sources; not tested by us.· Last reviewed Oct 11, 2026

What it can run

Estimate

Popular models at Q4_K_M with a 32K-token context. Memory needed from real model files; speed is the theoretical ceiling.

Change model size or context

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

ModelVerdictMemorySpeed ceiling
Qwen3 1.7BRuns
6.4 GB / 24 GB · with 24 GB
≤ 411 tok/s
Qwen3.5 9BRuns
8.3 GB / 24 GB · with 24 GB
≤ 80 tok/s
Gemma 4 12BRuns
9.5 GB / 24 GB · with 24 GB
≤ 64 tok/s
gpt-oss-20bRuns
14 GB / 24 GB · with 24 GB
≤ 228 tok/s
Qwen3.6 27BRuns
20 GB / 24 GB · with 24 GB
≤ 27 tok/s
Qwen3.6 35B A3BPartly in system RAM
24 GB / 24 GB · with 24 GB
—
Llama 3.3 70BNot enough memory
55 GB / 24 GB · with 24 GB
—
gpt-oss-120bPartly in system RAM
65 GB / 24 GB · with 24 GB
—
Qwen3.5 122B A10BPartly in system RAM
79 GB / 24 GB · with 24 GB
—
Qwen3.5 397B A17BPartly in system RAM
247 GB / 24 GB · with 24 GB
—

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.

Where to buy

Prices are editorial references (launch price and a typical street price on the date shown), not live prices. In 2026 the memory shortage has pushed many prices well above launch.

Prices are shown only if updated in the last 24 hours and may change; the retailer’s price at checkout applies. We may earn a commission from these links at no cost to you. Affiliate disclosure

Overview

Editorial opinion

Best for: Budget 24 GB builds and multi-card experiments.

Editorial opinionWould we buy it today?

For tinkerers who want 24 GB new on a budget.

Pros and cons

Editorial opinion

Pros

  • 24 GB new for the price of a 16 GB card
  • Blower versions stack well

Cons

  • 456 GB/s
  • Fewer tools work out of the box

Specifications

Factual data
Manufacturer
Intel
Chip
BMG-G21
Architecture
Xe2 (Battlemage)
Type
Graphics card
Form factor
PCIe card
Released
2025
Availability
On sale
Memory options
24 GB
Memory type
GDDR6
Memory bus
192-bit
Memory bandwidth
456 GB/s
Usable for models (default)
24 GB / 24 GB
Board / max power
200 W
Interface
PCIe 5.0 x8
Slots
2
Power connector
8-pin
Compute stack
SYCL / Vulkan
Models
Any model that fits
Several units for one model
Yes

Source: Manufacturer specifications

Software support

Editorial opinion

How well the popular local-AI tools run on it today (editorial assessment).

  • llama.cppGood
  • OllamaWorks with effort
  • LM StudioGood
  • vLLMWorks with effort
  • MLXNot supported

Measured speeds

Factual data

Measured results with their source. We never invent speeds.

No measured results yet. The table above shows the theoretical ceiling instead.

Alternatives

Apple silicon

Apple Mac mini (M6)

Memory
32 GB
Bandwidth
170 GB/s

Largest popular model at 4-bit: Qwen3.6 27B

A silent, tiny always-on box for small models. Choose 32 GB if AI is the goal.

from $899 (launch price)Good budget option

NVIDIA GPUs

NVIDIA GeForce RTX 5090

Memory
32 GB
Bandwidth
1.79 TB/s

Largest popular model at 4-bit: Qwen3.6 35B A3B

The fastest consumer card for local AI: 32 GB and 1.8 TB/s make 30B-class models fly.

from $4,329 (typical price)Recommended

AMD GPUs

AMD Radeon AI PRO R9700

Memory
32 GB
Bandwidth
645 GB/s

Largest popular model at 4-bit: Qwen3.6 35B A3B

32 GB for about a third of an RTX 5090: the cheapest new 32 GB card.

from $1,550 (typical price)Recommended