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In Workstation Components

Getting 30-40 tok/sec I was using LM Studio but I switched to llama.cpp because with lm studio had no way to support Intel xmx acceleration. Gemma 4 26B responds as quick as Gemma 12b running on my main GPU and does the job. Antigravity uses it as a sub agent to write all the code and investigate logs, etc. saves a lot of tokens and any quality issue Gemini 3.8 flash on high tells it to fix this or that after review before I get the final version. Setup in pcie slot 2 (gen 4 x4) so not running at full speed right now but still good enough.

The cables seem good quality. The accessories are nice. Quiet Lots of power Lots of connections Good efficiency Protection feature for 12+4 pin cables

10GB ethernet port is cool.

- Large space for Radiators on front top or side of the case - Can fit large fans on Front and top and medium sized fans on sides and rear which gives this case super airflow capacity. - Lots of room for extra hard drives and SSD on top of any M.2 you have added to your board, allowing for data heavy applications. - Convenient filters all over the case for easy cleaning, or remove if you prefer more airflow.

Price, build quality, lower power requirements, plenty of VRAM, Linux support, SR-IOV

Im able to load 30B parameter models locally and run them with speed on a budget. Qwen3 Coder Next 80B Q4 (dual GPUs) runs at 50 tokens per second. Best 32GB modern cards that you can purchase for consumer hardware. You can also get some great 4K gaming on Windows with a single card.

96GB of GDDR7 ECC memory per card, Blackwell architecture, and dedicated hardware for AI and ray tracing. Serious workstation capability for demanding projects.

Excellent build quality. Has an A++ rating on Cybernetics for noise rating and from personal use, this can be attested. ATX 3.1 and PCIe 5.1 compliant, Titanium rated power supply. The added thermal protection for the GPU cable itself is a unique and welcome feature for peace of mind. Ten year warranty.

- Size - Cable management - Style - Air flow

- Great airflow - Easy to clean filters - Easy to replace hard drive caddies - Promotes health and fitness: better hit the gym if you want to be able to lift this

Professional video card. Works great with games as well Ultra low power and efficient video card. Performance on par with a Nvidia 4060, but in a single slot low profile 50 watt card

Well built with many options

A few of the best features: The card doesn't run hot and the fan isn't loud under load. Low power consumption even when under load, and this card is support by Ollama (Intel Version) and LML Studio you just need to enable the Vulkan ccp, the tokens are very generous depending on the model used. For gaming, it holds a decent 50 - 60 fps for Cyber Punk, however, when you add a second video card and use Lossless Scaling (basically pairing up a cheap low end GPU with a better GPU (like this one) my fps went from 50 - 60 to 75 - 155 fps... Outstanding... This card is everything I hoped it would be and then some, and for only $380 it can be beat...

The PNY RTX PRO 5000 is worth every penny. It is lightning fast and handles enormous datasets with ease. It was delivered on time and expertly wrapped to avoid damage en route.

Delivers rated power Clean design Came with plenty of cables of various types Cables are Single strand and flexible for easy maneuverability Quiet operation, eco mode disables fans at low load for even more quiet Drawstring Cable bag is actually really high quality with soft interior, will be great to use for other things after installation.