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
NVIDIA · NVIDIA GPUs · 2025
NVIDIA RTX PRO 4500 Blackwell
Illustration
Recommended
32 GB at only 200 W: RTX 5090 capacity with half the heat.
- Memory
- 32 GB
- Bandwidth
- 896 GB/s
- Power
- 200 W
- Largest popular model at 4-bit
- Qwen3.6 35B A3B
from $2,500 (typical price)
Researched from manufacturer data and public sources; not tested by us.· Last reviewed Oct 11, 2026
What it can run
EstimatePopular 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)
| Model | Verdict | Memory | Speed ceiling |
|---|---|---|---|
| Qwen3 1.7B | Runs | ≤ 807 tok/s | |
| Qwen3.5 9B | Runs | ≤ 158 tok/s | |
| Gemma 4 12B | Runs | ≤ 126 tok/s | |
| gpt-oss-20b | Runs | ≤ 448 tok/s | |
| Qwen3.6 27B | Runs | ≤ 53 tok/s | |
| Qwen3.6 35B A3B | Runs | ≤ 486 tok/s | |
| Llama 3.3 70B | Not enough memory | — | |
| gpt-oss-120b | Partly in system RAM | — | |
| Qwen3.5 122B A10B | Partly in system RAM | — | |
| Qwen3.5 397B A17B | Partly in system RAM | — |
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.
- RTX PRO 4500 Blackwell 32 GB32 GBTypical price: ~$2,500 (checked Oct 1, 2026)
- Check price Amazon.com (opens in a new tab)Amazon.comCheck availability
Other regions (3)
- Check price Amazon.co.uk (opens in a new tab)Amazon.co.ukUnited Kingdom · Check availability · Search results
- Check price Amazon.es (opens in a new tab)Amazon.esSpain · Check availability
- Check price Amazon.de (opens in a new tab)Amazon.deGermany · Check availability · Search results
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Overview
Editorial opinionBest for: Always-on servers that need 32 GB and CUDA without a 575 W card.
Editorial opinionWould we buy it today?
A sensible 24/7 card if an RTX 5090 is too hot or hard to find.
Pros and cons
Editorial opinionPros
- 32 GB at 200 W
- Fits normal cases and power supplies
Cons
- Half the bandwidth of an RTX 5090
- Professional-card pricing
Specifications
Factual data- Manufacturer
- NVIDIA
- Chip
- GB203
- Architecture
- Blackwell
- Type
- Graphics card
- Form factor
- PCIe card
- Released
- 2025
- Availability
- On sale
- Memory options
- 32 GB
- Memory type
- GDDR7 ECC
- Memory bus
- 256-bit
- Memory bandwidth
- 896 GB/s
- Usable for models (default)
- 32 GB / 32 GB
- Board / max power
- 200 W
- Interface
- PCIe 5.0 x16
- Slots
- 2
- Compute stack
- CUDA
- Models
- Any model that fits
- Several units for one model
- Yes
Source: Manufacturer specifications
Software support
Editorial opinionHow well the popular local-AI tools run on it today (editorial assessment).
- llama.cppExcellent
- OllamaExcellent
- LM StudioExcellent
- vLLMExcellent
- MLXNot supported
Measured speeds
Factual dataMeasured results with their source. We never invent speeds.
No measured results yet. The table above shows the theoretical ceiling instead.
Alternatives
AMD GPUs
AMD Radeon RX 7900 XTX
- Memory
- 24 GB
- Bandwidth
- 960 GB/s
Largest popular model at 4-bit: Qwen3.6 27B
24 GB and 960 GB/s: RTX 3090-class memory, bought new.
from $1,358 (typical price)Recommended
NVIDIA GPUs
NVIDIA GeForce RTX 4090
- Memory
- 24 GB
- Bandwidth
- 1.01 TB/s
Largest popular model at 4-bit: Qwen3.6 27B
Out of production but still a top AI card: 24 GB at 1 TB/s.
from $1,599 (launch price)For advanced users