NVIDIA GeForce RTX 2080 Ti Founders Edition vs NVIDIA GeForce RTX 3090, AI & Machine Learning Comparison

NVIDIA GeForce RTX 2080 Ti Founders Edition
NVIDIA GeForce RTX 2080 Ti Founders Edition
vs
NVIDIA GeForce RTX 3090
NVIDIA GeForce RTX 3090

NVIDIA GeForce RTX 3090 wins 8 of 12 benchmarks, averaging 55% faster.

Both cards were measured first-party on our bench, same suite, same test rig.

What the numbers say

The gap is widest in Stable Diffusion XL, where NVIDIA GeForce RTX 3090 leads by 78% (4.18 vs 7.46 images/min); the closest fight is Qwen3 4B (39% apart); VRAM decides part of this one: NVIDIA GeForce RTX 3090 runs 8 of our 12 AI workloads while the other card runs 3, models that don't fit score zero.

Benchmark results head-to-head

BenchmarkNVIDIA GeForce RTX 2080 Ti Founders EditionNVIDIA GeForce RTX 3090Difference
Qwen3 4B tok/s148.46206.67-28%
Llama 3.1 8B tok/s98.34144.9-32%
Qwen2.5-Coder 14B tok/s078.79n/a
Qwen3 32B tok/s037.95n/a
Llama 3.3 70B tok/s00n/a
Stable Diffusion XL images/min4.187.46-44%
Z-Image Turbo images/min03.825n/a
FLUX.1 dev images/min00n/a
FLUX.1 Kontext dev images/min00n/a
Qwen-Image-Edit images/min00n/a
LTX-Video (distilled) frames/s02.17n/a
Wan 2.2 5B (720p) frames/s00.22n/a

Specifications compared

NVIDIA GeForce RTX 2080 Ti Founders EditionNVIDIA GeForce RTX 3090
VRAM11GB24GB
Transistors18,600M28,300M
Die size754 mm²628.4 mm²
Transistor density24.7 M/mm²45 M/mm²
ArchitectureTuring (TU102)Ampere (GA102)
Memory bandwidth616 GB/s936.2 GB/s
Boost clock1,545 MHz1,695 MHz
TDP250 W350 W
Launch MSRP$1,199$1,499
Release2018-09-202020-09-24

FAQ

Which is better for ai & machine learning: NVIDIA GeForce RTX 2080 Ti Founders Edition or NVIDIA GeForce RTX 3090?
NVIDIA GeForce RTX 3090 performs better for ai & machine learning, winning 8 of 12 benchmarks in our suite with an average 55% advantage.
What are the main hardware differences between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA GeForce RTX 3090?
NVIDIA GeForce RTX 2080 Ti Founders Edition has 11GB VRAM and a 250W TDP, while NVIDIA GeForce RTX 3090 has 24GB VRAM and a 350W TDP.
Does VRAM matter more than speed between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA GeForce RTX 3090?
For AI, yes, NVIDIA GeForce RTX 3090 fits 5 more of our 12 workloads than NVIDIA GeForce RTX 2080 Ti Founders Edition. A model that exceeds VRAM doesn't run slower, it doesn't run at all, so the card that fits the model wins that workload outright.
Where is the biggest performance difference between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA GeForce RTX 3090?
Stable Diffusion XL: NVIDIA GeForce RTX 3090 leads by roughly 78% (4.18 vs 7.46 images/min) in our testing.

NVIDIA GeForce RTX 2080 Ti Founders Edition full review · NVIDIA GeForce RTX 3090 full review · All AI & Machine Learning rankings