Which is better for ai & machine learning: GeForce RTX 5070 or NVIDIA T4?

GeForce RTX 5070 performs better for ai & machine learning, winning 3 of 10 benchmarks in our suite with an average 188.4% advantage.

What are the main hardware differences between GeForce RTX 5070 and NVIDIA T4?

GeForce RTX 5070 has 12GB VRAM and a 250W TDP, while NVIDIA T4 has 16GB VRAM and a 70W TDP.

Does VRAM matter more than speed between GeForce RTX 5070 and NVIDIA T4?

For AI, yes, GeForce RTX 5070 fits 36 more of our 12 workloads than NVIDIA T4. 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 T4?

Llama 3.1 8B: GeForce RTX 5070 leads by roughly 242% (119.87 vs 35.01 tok/s) in our testing.

GeForce RTX 5070 vs NVIDIA T4, AI & Machine Learning Comparison

GeForce RTX 5070 wins 3 of 10 benchmarks, averaging 188.4% 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 Llama 3.1 8B, where GeForce RTX 5070 leads by 242% (119.87 vs 35.01 tok/s); the closest fight is Stable Diffusion XL (157% apart); VRAM decides part of this one: GeForce RTX 5070 runs 111 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 T4	Difference
Qwen3 4B tok/s	180.21	67.71	+166%
Llama 3.1 8B tok/s	119.87	35.01	+242%
Qwen2.5-Coder 14B tok/s	0	19.76	n/a
Qwen3 32B tok/s	0	0	n/a
Llama 3.3 70B tok/s	0	0	n/a
Stable Diffusion XL images/min	6.06	2.36	+157%
FLUX.1 dev images/min	0	0	n/a
FLUX.1 Kontext dev images/min	0	0	n/a
Qwen-Image-Edit images/min	0	0	n/a
Wan 2.2 5B (720p) frames/s	0	0	n/a

Specifications compared

	GeForce RTX 5070	NVIDIA T4
VRAM	12GB	16GB
Architecture	Blackwell	Turing
Memory bandwidth	672 GB/s	320 GB/s
Boost clock	2,512 MHz	1,590 MHz
TDP	250 W	70 W
Launch MSRP	$549	$2,299
Release	2025-03-05	2018-09-13

FAQ

Which is better for ai & machine learning: GeForce RTX 5070 or NVIDIA T4?: GeForce RTX 5070 performs better for ai & machine learning, winning 3 of 10 benchmarks in our suite with an average 188.4% advantage.
What are the main hardware differences between GeForce RTX 5070 and NVIDIA T4?: GeForce RTX 5070 has 12GB VRAM and a 250W TDP, while NVIDIA T4 has 16GB VRAM and a 70W TDP.
Does VRAM matter more than speed between GeForce RTX 5070 and NVIDIA T4?: For AI, yes, GeForce RTX 5070 fits 36 more of our 12 workloads than NVIDIA T4. 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 T4?: Llama 3.1 8B: GeForce RTX 5070 leads by roughly 242% (119.87 vs 35.01 tok/s) in our testing.

GeForce RTX 5070 full review · NVIDIA T4 full review · All AI & Machine Learning rankings