Which is better for ai & machine learning: GeForce RTX 5070 or NVIDIA A100 80GB SXM4?

NVIDIA A100 80GB SXM4 performs better for ai & machine learning, winning 12 of 12 benchmarks in our suite with an average 71.6% advantage.

What are the main hardware differences between GeForce RTX 5070 and NVIDIA A100 80GB SXM4?

GeForce RTX 5070 has 12GB VRAM and a 250W TDP, while NVIDIA A100 80GB SXM4 has 80GB VRAM and a 400W TDP.

Does VRAM matter more than speed between GeForce RTX 5070 and NVIDIA A100 80GB SXM4?

For AI, yes, NVIDIA A100 80GB SXM4 fits 6 more of our 12 workloads than GeForce RTX 5070. 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 GeForce RTX 5070 and NVIDIA A100 80GB SXM4?

Stable Diffusion XL: NVIDIA A100 80GB SXM4 leads by roughly 170% (6.06 vs 16.36 images/min) in our testing.

GeForce RTX 5070 vs NVIDIA A100 80GB SXM4, AI & Machine Learning Comparison

NVIDIA A100 80GB SXM4 wins 12 of 12 benchmarks, averaging 71.6% faster.

GeForce RTX 5070's numbers are anchored estimates calibrated against our measured cards, pending first-party measurement. Treat small gaps as ties.

What the numbers say

The gap is widest in Stable Diffusion XL, where NVIDIA A100 80GB SXM4 leads by 170% (6.06 vs 16.36 images/min); the closest fight is Qwen3 4B (9% apart); VRAM decides part of this one: NVIDIA A100 80GB SXM4 runs 155 of our 12 AI workloads while the other card runs 3, models that don't fit score zero.

Benchmark results head-to-head

Benchmark	GeForce RTX 5070	NVIDIA A100 80GB SXM4	Difference
Qwen3 4B tok/s	180.21	197	-9%
Llama 3.1 8B tok/s	119.87	162.57	-26%
Qwen2.5-Coder 14B tok/s	0	89.45	n/a
Qwen3 32B tok/s	0	45.53	n/a
Llama 3.3 70B tok/s	0	24.4	n/a
Stable Diffusion XL images/min	6.06	16.36	-63%
Z-Image Turbo images/min	0	9.975	n/a
FLUX.1 dev images/min	0	4.264	n/a
FLUX.1 Kontext dev images/min	0	1.993	n/a
Qwen-Image-Edit images/min	0	1.64	n/a
LTX-Video (distilled) frames/s	0	8.95	n/a
Wan 2.2 5B (720p) frames/s	0	0.66	n/a

Specifications compared

	GeForce RTX 5070	NVIDIA A100 80GB SXM4
VRAM	12GB	80GB
Architecture	Blackwell	Ampere
Memory bandwidth	672 GB/s	2039 GB/s
Boost clock	2,512 MHz	1,410 MHz
TDP	250 W	400 W
Launch MSRP	$549	$17,000
Release	2025-03-05	2020-11-16

FAQ

Which is better for ai & machine learning: GeForce RTX 5070 or NVIDIA A100 80GB SXM4?: NVIDIA A100 80GB SXM4 performs better for ai & machine learning, winning 12 of 12 benchmarks in our suite with an average 71.6% advantage.
What are the main hardware differences between GeForce RTX 5070 and NVIDIA A100 80GB SXM4?: GeForce RTX 5070 has 12GB VRAM and a 250W TDP, while NVIDIA A100 80GB SXM4 has 80GB VRAM and a 400W TDP.
Does VRAM matter more than speed between GeForce RTX 5070 and NVIDIA A100 80GB SXM4?: For AI, yes, NVIDIA A100 80GB SXM4 fits 6 more of our 12 workloads than GeForce RTX 5070. 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 GeForce RTX 5070 and NVIDIA A100 80GB SXM4?: Stable Diffusion XL: NVIDIA A100 80GB SXM4 leads by roughly 170% (6.06 vs 16.36 images/min) in our testing.

GeForce RTX 5070 full review · NVIDIA A100 80GB SXM4 full review · All AI & Machine Learning rankings