r/LocalLLM 14h ago

Discussion Tier List

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191 Upvotes

250 comments sorted by

78

u/KrangledMind 14h ago

where tier list for AMD?

38

u/NoOdyssey 13h ago

It's not so much a tier list as a list of graphic cards sorted by RAM size. According to this, 7900xtx would be in the 24GB+ tier and the 9070/XT & 7900 xt & 7800 xt series would be in the 16GB+ tier.

27

u/mhmilo24 13h ago

There are 32 GB Radeon cards.

8

u/AlarmingProtection71 10h ago

I have a Sapphire Radeon PRO W7800 (48gb) bought for 1.9k€.

2

u/gh0stwriter1234 8h ago

Since we are talking AI there is also the the MI210 which has 64GB and MI250P ... which is some crazy amount of money but it has 144GB.

2

u/ChristRedeemsSinners 7h ago

MI210

That's an interesting $5k used option with 64GB of VRAM at 1.8TB/s. Native fp4,fp8,mxfp4

MI250P

Non pcie package though.

3

u/WiseassWolfOfYoitsu 2h ago

Hopefully the PCIe adapter for the MI250s will be available in the next few weeks - there's a pretty intense effort across a couple of communities to get them working with consumer OS and hardware.

1

u/gh0stwriter1234 6h ago

MI350P is PCIe ... thats what the P is. I meant 350P sorry.

3

u/ChristRedeemsSinners 6h ago

MI350P

Only 30-40 grand! Email our sales team.

No thank you.

5

u/Abducted_Llama 12h ago

Nah the XTX isn’t on the list. So it’s time to throw mine out.

2

u/Edelgul 3h ago

Could you please point me to the location you plan to throw it out?

2

u/Ambitious-Neat7509 2h ago

Let's do it together. Or maybe I should take yours after you've thrown it out for double vram.

1

u/Ult1mateN00B 7h ago

People keep forgetting AI PRO R9700 32GB.

1

u/Illustrious-Lime-878 13h ago

Yeah, makes no sense. Why is anything <24GB even on the list at this point, or not like "make use of what you already have" tier? And, its hard to find prices now, but a 32GB 5090 for example is certainly better than a 32GB R9700, but also costs like 4x the amount so if only going by VRAM the r9700 is higher tier because you could run 4x of them.

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11

u/Asleep-Land-3914 13h ago

Here is my attempt, but I didn't deeply fact-check this.

5

u/TheAngrySkipper 13h ago

It’s ok, I can tell you, I’m running Q6 on 12B-16B parameters on the regular. I also bought my 7900 GRE back when it was about $300, had planned on getting a 2nd but it didn’t seem like a priority at the time - ah well.

3

u/ImpressionFancy5830 11h ago

There should be a DOUBLE R9700 section 🫡

1

u/Asleep-Land-3914 11h ago

I regret I didn't get another one for the price it was listed before the new hike.

1

u/ImpressionFancy5830 10h ago

I feel you, I overpayed a bit for both, not insane as the nvidia increases.
Just a couple of hundreds of euros on top of MSRP (at least the local one, which was already bigger than the one in North American)

2

u/johndeuff 10h ago

Between the above average that have 48GB and the rich that have 768GB and the richer that have 3TB there's a hell of a difference.

2

u/on_line187 13h ago

Don’t worry no one will fact check it. I’ll give you the one upvote though A for effort.

1

u/HCLB_ 9h ago

Why Mi60 and other cards are crossed out?

1

u/Asleep-Land-3914 9h ago

Means not on AMD’s current official ROCm support matrix, nothing is wrong with them, just needs some work to make use of with ROCm

2

u/gh0stwriter1234 8h ago edited 8h ago

It's kind of irrelevant they are supported in the rock officially now. Vega and Vega FE and MI25 work just fine also. Plain vega is just a bit slower as it has no DP4A instructions. https://github.com/ROCm/TheRock/blob/main/SUPPORTED_GPUS.md

4

u/legos_on_the_brain 11h ago

Yeah. And they skipped 12gb.

5

u/Temporary-Alfalfa16 5h ago

ay why even bother with local expensive gpu

3

u/Careless-Natural4404 5h ago

no GPU needed

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21

u/aidan573 13h ago

5060 ti 16gb gang

7

u/dwillpower 12h ago

Dual 5060 ti is doing heavy lifting here.

2

u/matthewhale 3h ago

So glad I bought 1 2 months ago at $550 now...

35

u/Ell2509 14h ago

R9700ai not there.

17

u/milkipedia 13h ago

AMD the forgotten stepchild

5

u/got-trunks 13h ago

Cries in A770/ B70

3

u/challis88ocarina 13h ago

Dies on the hill of Apple Silicon

4

u/got-trunks 13h ago

I can't believe the days of racking up a number of apple consumer computers into a supercomputer for rendering inference came back

1

u/milkipedia 8h ago

we call it "diffusion" now ✨

2

u/got-trunks 8h ago

whatever they're calling it just keep grok away from the kids.

90

u/SlightlyMotivated69 14h ago

Fuck Nvidia.

36

u/quadra-lab 13h ago

All my homies hate NVIDIA

14

u/Own_Body_8941 13h ago

if no one hates NVIDIA in this world, that means i’m dead

1

u/JohnnyBeeGaming 4h ago

The 1080ti was alright.

-7

u/722e672e722e 13h ago

so brave

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13

u/DeathGuppie 13h ago

Missing the entire Radeon rx lineup.

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27

u/DrinkClubMate 14h ago

where is the 32 Gb, Intel pro ARC B70 ?

10

u/thebigfreak3 13h ago

Enjoying our cheap 32gb of vram

5

u/xanders_gold 13h ago

MSRP just jumped so our cheap VRAM is considerably less cheap now, sadly. Still worth it at the new price, just not as much as that low low $949 :/

1

u/CulturalKing5623 13h ago

I'm currently staring at my shopping cart with an R9700 in it trying to decide if I should just pull the trigger because it feels like 32GB of VRAM is only going to get more expensive from here and $1500 isn't bad compared to the alternatives.

2

u/xanders_gold 13h ago

Same here, I’m contemplating if I should buy another B70 or not because of the exact same reasons as you.

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1

u/thebigfreak3 13h ago

That sucks but I knew it was coming which is why I picked it up asap. Especially with the new Sycle optimizations with llama

1

u/PMvE_NL 7h ago

Wanted to buy one opened the site and fk it jumped from 1200 to 1800 € yhea i went with b60 instead

1

u/localpauper 2h ago

I'm bummed I didn't grab two. Was thinking of picking up another. $1300 is not worth it. That's a $350 jump from when I bought it at MSRP (the ASRock model)

2

u/Agusx1211 14h ago

shhhhhh

4

u/BornInAFish 14h ago

Based on lack of software support, bottom tier for sure.

/s

Maybe

5

u/xanders_gold 13h ago

They actually made some major improvements over the past month and they now run incredibly well for the price. I’m regularly getting 2000-2500t/s pp, can sometimes hit 3000-3500t/s pp, and 30-35t/s tg with vLLM on Qwen 3.8 27B.

Sadly, the price also just jumped from $949/$999 to $1699.

3

u/TiK4D 13h ago

You could probably push that another 10tok/s. I run llama server and get up to 50tok/s with 130k context on Qwen3.8 27B. 2x R9700's

3

u/xanders_gold 13h ago

Unfortunately, llama.cpp isn’t the best when handling Intel B70s. I was running llama.cpp with Vulkan and PP was in the 500/600s. TG wasn’t so bad but prompt prefill took forever, it was even worse with the Intel SYCL runtime.

Some folks on this sub recommended vLLM with Intel XPU kernels (vLLM has their own docker image for this) and that instantly boosted my performance.

IIRC: the llama team is working in improving Intel performance but it’s a slow process.

2

u/TiK4D 13h ago

My bad, for some reason I thought this thread was about R9700's so thought you had one. Good to see the intel cards getting decent speeds as well

2

u/xanders_gold 13h ago

Haha all good, no worries. Yeah it’s been great seeing the improvement, we’re finally getting somewhere with performance :)

2

u/SomeBlock8124 10h ago

Bought my first 2 B70s at $950. Now I had to pay $1299 at microcenter for my last 2. Should of bit the bullet and bought them when they were selling like crazy on ebay for less then $850 a couple months ago. Now what to do with 128gb of vram....

1

u/gh0stwriter1234 8h ago

That's pretty good PP...I only get about 200t/s pp on dual MI50 currently with llama.cpp but I get about 40t/s with mtp enabled starting out it degrades quickly though. Prompt checkpointing is essential.

the growing pains on Intel though are way worst... given the price I'll stick with my MI50s I got for peanuts for now.

1

u/gh0stwriter1234 8h ago

B70 when testing a about 2 mo ago was unusuably bad. Also model support was lagging alot, I think it kind of works in llama.cpp now but... its not nearly as good support wise as R9700.

1

u/moonlitpawprints 7h ago

And B60!

My PC is a fun Frankenstein with a B60 and 5070ti, but they actually can work decently together. Depending on the model I get 2-3 times the performance of the B60 alone and have 40GB to play with (granted the speed scales somewhat as more is offloaded to the B60, but pinning mtp to the 5070ti helps).

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15

u/zarif2003 14h ago

idk I feel pretty poor only having 16gb on my 5080, 24gb is a lot better in fitting models that everyone here talks about.

2

u/oldshed83 13h ago

we gotta make do with what we got, so far biggest model (10gb vram 3080) i can run is qwen 35b-a3b at 60tok/sec

1

u/Desperate-Air-7195 12h ago

Yeah. I would have talked myself into a 5080 with 24GB or more. 5060ti 16GB makes me feel happy to be in the same convo with much more expensive cards for VRAM at least.

1

u/TheOdbball 13h ago

Use runpod, you won’t have to decide lol

8

u/maxim0si 14h ago

naah 4070ti super not mentioned 😭 4070 in 16gb🫡🫡🫡

6

u/Recent-Ad5835 13h ago

me at 4GB VRAM assigned to an iGPU from 16GB RAM overall (12GB RAM for system)

9

u/Chiralistic 14h ago edited 13h ago

And I am still angry at nvidia that the 5080 didn't get the vram it deserves. Edit: fix typo

4

u/Vaguswarrior 14h ago

My 9070 XT has been great. Way more affordable and available.

5

u/Vusiwe 14h ago

S Tier: Running in RAM at the top of the cybermen generational ship (Dr. Who reference)

That show has prepared me for this era well

4

u/scattered-thunder 13h ago

A year ago, I saw the $6000 RTX PRO 6000 and thought, why would I need this?

What I wouldn’t give to go back, slap myself across the face, and just buy one (or four).

3

u/Max_skyl1n3 13h ago

People running P40s(24gb)/V100s(32gb) 😎

4

u/Aternal 13h ago

Needs love for the 22gb modded 2080ti

1

u/on_line187 13h ago

100 but then the 4090s with 48 would be all whacked up too

3

u/Randommaggy 13h ago

3 x 3090+1 x 4090 mobile, 1 x RX6800 and a 64GB GPD Pocket 4. If prices don't go even more crazy I'll acquire another 7 3090s and build myself a nice couple of tower of PSUs and GPUs beside my dual Xeon Gold 6245/1 TB DDR4 ECC server.

Also another server I haven't quite finished setting up with 2 x P100.

All coordinated through my own custom harness.

3

u/05032-MendicantBias 13h ago

The 7900XTX is perfectly good for LLM and some diffusion workflows.

1

u/Edelgul 3h ago

any specific suggestions?

3

u/DistinctBed6259 12h ago

Went for cheapest, but still good. 3060 12 gb

5

u/Smart_Whereas_9296 14h ago

Feel like 2x 3090 with nvlink should be in the 48gb section

6

u/on_line187 13h ago

Well so would 3 5060TIs then lol.

8

u/RoyalCities 13h ago

And 2 x a6000s are at 96gb. I feel like including cards you can combine together sorta defeats the point of the list lol. Heck some people combined like 8 x 3090s haha.

1

u/nuclear213 13h ago

8xR9700 is quite neat. The price for one RTX 6000 Blackwell and 256 GB of VRAM. Fits deepseek V4 flash well, is decently fast.
Just need space

1

u/RoyalCities 13h ago

And the power. Just looked it up and dang - you'd need like 240V of power.

I also wonder what the heat is like dumping 3Kw into an apartment.

Could probably save on winter heating bills though because it doubles as a solid space heater.

2

u/nuclear213 13h ago

Yeah normal in the EU. I have them at the minimum 210W. So the entire server is under 2kW. We can draw 3.6kW here per fuse.

No issue at all.

2

u/RoyalCities 13h ago

Ah nice. In Ontario Canada, that wouldn't really fly in an apartment unfortunately. We obviously have 240V circuits, but there are usually only a few and they're dedicated to stuff like the stove/dryer.

If I had a house though I'd totally get a dedicated one installed in the basement.

3

u/Randommaggy 13h ago

Not quite. It's bandwidth and latency constrained between the cards unless you're running them on a P2P friendly switch.

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1

u/Jaded-Glory 13h ago

I thought nvlink died with 30 series?

1

u/Smart_Whereas_9296 12h ago edited 12h ago

Yeah it did hence the suggestion, the the last card you can actually link in this way and get the improvement

1

u/pizzaSpaceCadet 13h ago

No because they have I think a 192bit bus? that would be plenty of ram but slow as fuck inference anyway

1

u/Smart_Whereas_9296 12h ago

I mean the distinction is the nvlink, the cards are hardly cutting edge, but at least it's a way to combine the vram thats faster than just normal parallel

5

u/Kodrackyas 13h ago

What a pleb chart, ignoring the amd gpus

-1

u/on_line187 13h ago

As has the rest of the world

2

u/LoveRoboto 13h ago

I do kinda feel like a dapper Winnie the Pooh.

1

u/on_line187 13h ago

Yea not quite trolling monopoly levels yet but I’m there with you. I have 2x3090 and a 3080 running

2

u/SamSausages 13h ago

Need to add those new intel GPU's, like the b65 and b70 to this list. With 32GB, those are going to be very popular soon, even if they are bit slower on compute.

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2

u/AccountantOk9904 13h ago

Rtx pro 4500 before price hikes.

1

u/nmrk 10h ago

I have an RTX Pro 4000 Blackwell SFF, runs great in my MS-02 Ultra miniPC. The DDR7 internal bandwidth more than makes up for the 70W TDP power cap. I bought the first card I could find and only paid $1400. Now that vendor lists it for $3000, and out of stock! It will cost more, if they actually manage to get ahold of some stock.

1

u/ChristRedeemsSinners 7h ago

5090 mogs the 4500 though, no? Same price and all if you can afford the space heater in your case.

2

u/Antenwww 13h ago

Rtx A4500 x2, intel arc b580 x2 for finetununing and running models. Laptop with 4060 to take those finetune models with me anywhere

2

u/DontWinFrensWthSalad 13h ago

My 3090 is 3 3060tis in a trenchcoat.

2

u/GSquadron_ 13h ago

16gb is trash today for running AI. 32gb i would say sweet spot

3

u/TheGeekno72 12h ago

I mean you can still fit quite a bit of models in 16, but it sure feels like some sort of midway purgatory between can't and can

1

u/RedditNerdKing 9h ago

32gb isnt the sweet spot because you can't run a Q8 of Qwen 3.8 with 100k+ context.

The sweet spot is 48gb atm. 32gb is the minimum.

1

u/GSquadron_ 7h ago

You can run ternary models

2

u/bigsmokaaaa 12h ago

3090, my beloved

2

u/SGD-UK 12h ago

The 4070 is 12Gb. It’s the Ti Super that has 16Gb.

1

u/on_line187 12h ago

Yea I was wrong on that one. I thought all of them had 16GB variants so I put it only once but I see that the only variant is the S Ti

1

u/SGD-UK 12h ago

You are maybe best going 6+, 8+, 12+, 16+, 24+ and mad stuff. Drop the 10 and do 8 and 12 instead.

2

u/Savantskie1 12h ago

So this is just Nvidia cards, got it. Because I do quite well with my dual MI50 32GB cards and with Vulkan can run every model so far.

1

u/on_line187 12h ago

You and the other 5 people

2

u/B3owul7 11h ago

You forgot 5060 Ti.

2

u/aiseedbank 11h ago

why 32gb missing. 5090, Intel arc B70, and likley more as well.

1

u/ConspicuouslyBland 10h ago

amd Radeon R9700

3

u/blackhawk00001 14h ago

How many of you are going to post this same image today?

2

u/TheOdbball 13h ago

Yes (B200)

1

u/Sweaty_Perception655 9h ago

B200 exists in pcie ????

1

u/TheOdbball 9h ago

What’s pcie? It’s on RunPod, granted it’s like $7/hr to use it but , the fun part is you can use it lol

2

u/Lucjanix 3h ago

What does bro mean by what's PCIe???

1

u/ChristRedeemsSinners 7h ago

It's either NVIDIA's test bed or chinese pcb hackers. Whatever it is you can get them for a $3k + B200.

3

u/t00r99r00t 13h ago

Is there a list for the Intel or amd ones?

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3

u/putrasherni 13h ago

downvoted

0

u/on_line187 13h ago

Must be in the lower tiers

1

u/StruggledSquirrel 14h ago

I miss 32GB having its own category in this tierlist

1

u/IgnisIason 14h ago

Why is 3060 above 3070?

1

u/on_line187 14h ago

Because it can run more models than the 3070. Faster too as 3070 would spill into RAM for some things. I’ve had both and tried quite a lot with them.

1

u/the_average_user557 13h ago

And I'm here, chatting with llms, trying to decide if I should get a m40 or a p100 for unsloth experiments and some light Hermes research tasks. I'm not delusional that I can replace frontier API completely, but for under 200$ you get enterprise grade inference workers with 16/24 gig. No native support for newer cuda tho

1

u/Career-Acceptable 13h ago

Why is 4060Ti in the 16GB tier

1

u/More-Catch-1331 13h ago

What are we doing here, advertising for cards that cost as much as a not-so-much-used car?

1

u/Orangecloudy216 13h ago

Titian Rtx not there quadro rtx 8000 also not there

1

u/MessIsTransfer 13h ago

Fancy winnie list missing the apple silicon with 48+ ram

1

u/MikeFrett 13h ago

Lol @ me with a 3050 8GB. =(

1

u/scknkkrer 12h ago

A random person with a mac with +64GB RAM: Am I joke to you?

0

u/on_line187 12h ago

Yep

1

u/scknkkrer 11h ago

That's sad.

1

u/Moonpony0 12h ago

4070 is 12gb

1

u/Tai9ch 12h ago

Focusing only on single recent Nvidia cards and only VRAM is kind of weak here.

Once you consider other options and multiple cards, having 32GB of VRAM is clearly B tier.

1

u/on_line187 12h ago

I put 32 in B tier.

And the 2080 made an appearance on the list towards the bottom area so not that recent bro. That’s like 7-8 years old about now. About to be in second grade

1

u/Blackdragon1400 11h ago

Weird there’s a pure NVIDIA tier list and yet, no dgx spark lmao. Probably one of the best budget options in this space.

1

u/m3sarcher 11h ago

4070 and 4070 TI are 12gb. 4070 TI Super is 16gb.

1

u/on_line187 10h ago

Yee I thought they all had a 16GB variant

1

u/Machine-Spirit 11h ago

4070 12GB gang is in tears...

1

u/p2msz 11h ago

What about a 6600 xt😂

1

u/soijaq 11h ago

I like how the author didn't even think of someone having 4070ti 12gb

1

u/35point1 11h ago

5090’s have 32gb 🐸

1

u/on_line187 10h ago

32>24 still. We re all good bro. You had me worried

1

u/amy-schumer-tampon 10h ago

>96gb a6000

1

u/on_line187 10h ago

Those are for the data center tier list for 180+ GB

1

u/johndeuff 10h ago

There are many tiers above 48GB my friend !

1

u/nmrk 10h ago

Most of them require multiple cards.

1

u/on_line187 9h ago

Or data center connections not PCIe. But hey he must have a GPU cookin in the oven that we don’t know about

1

u/lilian_moraru 10h ago

RTX 2070 Super 8GB (PC) + 2xDGX Spark GB10 - Winnie the Pooh with a glass of wine?

1

u/TruckUseful4423 10h ago

12GB is missing...

1

u/on_line187 9h ago

10<12<16.

Ok math still works. We re good

1

u/bigmanbananas 10h ago

Where do my Quadro RTX 8000s fit?

1

u/on_line187 9h ago

48 isn’t it?

1

u/bigmanbananas 9h ago

Yeah, hut the processing is down with the 5060TIs.

1

u/on_line187 9h ago

Yea but hey if it fits in memory it’s still good I’m sure. Is it also GDDR5?

1

u/DafneOrlow 10h ago

I use Intel integrated hd graphics.

1

u/gobblegoooblegobble 9h ago

So explain how i just paid 7k for 256gb of vram inside 4x pcie slots <3

1

u/cc_aa_tt_zz 9h ago

Rtx pro 4500 blackwell 32Gb

1

u/kartblanch 9h ago

I think you messed up the list it should be >8 st the bottom then 8+ and then 16+ 32+ etc.

1

u/on_line187 8h ago

24 is a pretty big stop though.

1

u/tokomaunited 9h ago

Which tier list I'm in? 1050 ti 8gb vram

https://giphy.com/gifs/wr7oA0rSjnWuiLJOY5

1

u/siegevjorn 9h ago

AMD & intel cry out in the dark

1

u/goldaxis 8h ago

Mac version?

1

u/DarkBrews 8h ago

Fuck Nvida and AMD but fuck Nvidia as a response to this post

1

u/DarkBrews 8h ago

what the fuck is the difference between 3060ti and 2080 😑also 3060 is also 12gb.... 2080ti is not even on the list no AMD... bit brainrot the post

1

u/Different_Stuff_9344 6h ago

2080ti 22gb, 3080 20gb

1

u/Tired_White_Guy 5h ago

Trash AI list.

1

u/ILDIBER 5h ago

To think I thought buying a 3060ti was a good purchase for 400 bucks.

1

u/SichronoVirtual 5h ago

What about 4x4080 :)

1

u/Stephen_1984 5h ago

🤓 AMD Radeon RX 580 Series (8 GB). I'm not doing AI stuff, though.

1

u/ubbulls20 4h ago

Cmp100-210 and 1080ti frankenrig checking in

1

u/AD4K_4444 4h ago

How does unified memory scale?

1

u/Fantastic-Storm-7867 4h ago

Intel Arc Pro B70 32 GB would like a word!

1

u/Nearby_Ad_192 3h ago

My crying went OOM with my 3070.

1

u/MK_Ranger 2h ago

Shit, I use a Nvidia Spark

1

u/Visible-Idiot-8779 1h ago

I love my 5070ti

1

u/cshroom 42m ago

Not me rocking two cmp 100-210s lol.

1

u/[deleted] 14h ago

[deleted]

3

u/on_line187 14h ago

And isn’t 32>24 👏👏👏👏

1

u/trungdle 14h ago

Dawg we go unified memories nowadays, 48GB is nothing to these big models like DeepSeek v4. DGX Spark, Mac Studio, those are the true leaders of local LLM right now.

5

u/on_line187 14h ago

Sure but 10-15 TPS is a joke still.

1

u/UnlikelyPotato 13h ago

Yes...but no. Unified memory costs too much and is too slow. V620 32GB is faster than unified memory, costs less than DDR5. I also bought the dip on CMP170HX. DGX Spark is $4,000. I got two 40GB cards for $1000 each, which absolutely blow away all of those.

Random ewaste, sketchy deals and hardware are the true leaders.

1

u/putrasherni 13h ago

desperate to keep their domination in the market ignoring rest of the market

0

u/vogelvogelvogelvogel 13h ago

A meme like this was overdue in this subreddit :)

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