what/llm/can/i/run
compare/a100-40gb vs a6000-pro

A100 40GBvsA6000 Pro

If you already own a A100 40GB → wait. Buying new → A6000 Pro.A6000 Pro has +8 GB VRAM, -51% more bandwidth, unlocks +1 models.

Side by side

Contender
A100 40GB
NVIDIA · Ampere · sm_80
Street$8,000
vram
40 GB
bandwidth
1555 GB/s
tdp
400 W
released
2020-05-14
vs
Contender · winner
A6000 Pro
NVIDIA · Ampere · sm_86
Street$4,200
vram
48 GB
bandwidth
768 GB/s
tdp
300 W
released
2021-04-12

Spec diff

speca100-40gba6000-prodelta
vram40 GB48 GB+8 GB · 20%
bandwidth1555 GB/s768 GB/s-787 · -51%
tdp400 W300 W+-100 W
street price$8,000$4,200$3800 · -47%
arch maturity2020-05-142021-04-12newer = less stable

What changes with the upgrade

▸ Unlocked by A6000 Pro1 models
Llama 4 Scout 17B 16EQ2_K18 t/s · bench 0.0
▸ Speed deltas on shared modelstop 5
Gemma 2 2b331163 t/s -51%
Gemma 3 4B17586 t/s -51%
Meta Llama 3.1 8B9044 t/s -51%
Gemma 2 9B8040 t/s -50%
Gemma 3 12B6130 t/s -51%

Value verdict

▸ Should you buy/upgrade?

A6000 Pro adds 8 GB VRAM for the same price. The real question is whether your workflow needs models that A100 40GBcan't run.

If yes — you want to run Llama 4 Scout 17B 16E or similar — then the 8 GB is load-bearing, not luxury.

$ recommend → If you own a A100 40GB: wait. Prices drop, refresh cycles continue. If buying new: get the A6000 Pro IF your budget allows AND you need the unlocked models.