in reply to RootWyrm πŸ‡ΊπŸ‡¦

@RootWyrm πŸ‡ΊπŸ‡¦ Who is paying: My CEO is asking for numbers, so probably no one - but I would like to collect realistic ones.

Basically - we drank some AI koolaid and then realized it's not cost effective - so they want some numbers on things. So I'm just wondering what vendors people are using these days that aren't the big expensive ones.

I know back in the day Supermicro was the go-to - and Dell is what a lot of people are using as IBM/Lenovo burns its entire brand down. But is there anything that's doing less mainstream work.

in reply to silverwizard

so, ballpark, it very much depends on the GPU class. That's your 90% cost, no joke.

ASRock 8U8X-TURIN2 I can't give numbers on, as it's prelim. So, you'd be looking 4U8G-GNR2.

Base chassis, ~$8-10k.
CPU, >=$6k.
RAM, >=$4k
GPU, minimum is going to be NV L40S - MINIMUM.
Those are $12k. Each. Minimum. To actually get them expect to pay $20k. Tariffs push that to $19k before 'fuck you' premiums. That's PER GPU and only 48GB which limits the models significantly.

in reply to RootWyrm πŸ‡ΊπŸ‡¦

"Ah but what about AMD?"

Good choice! AMD has vastly superior FP performance, that's just a statement of fact, and they work great.

MI210 64GB's are $10,000 each with a 12+ week leadtime.

MI300-series are ODM only. Not 'OEM only.' Original DESIGN Manufacturer. Meaning Dell, HPE, Lenovo, etc.
A Dell XE9680 will cost over six digits before opex.

in reply to silverwizard

sure, if you toss cost considerations out, there's options.
Except my point is, there isn't.

I am VERY good at sourcing hardware, thanks to 30+ years as an ODM/OEM. And I could not get you an RTX6000 Blackwell for anything, and the soonest I could get you an H100 is "maybe."
This is not factoring in tariffs.

It's just the fact that you are fighting every idiot on Earth for some of the worst yields I have ever seen. And NV is restricting most of the supply to high-profit ODM.

in reply to silverwizard

yeah. Honestly the only way you'll get numbers on a single server is Dell/Lenovo/HPE/etc. and it'll be a 9+ month wait unless you have a multi-million per-quarter relationship.

MOQs on ASRockRack and Mitac/Tyan are... prohibitive to say the least. The delusional are simply buying up all the production, continuously. I can get singles but I only do full cab HPC stuff these days.

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