Which is better for ai & machine learning: GeForce RTX 4060 or NVIDIA L4?

NVIDIA L4 performs better for ai & machine learning, winning 5 of 11 benchmarks in our suite with an average 26.6% advantage.

What are the main hardware differences between GeForce RTX 4060 and NVIDIA L4?

GeForce RTX 4060 has 8GB VRAM and a 115W TDP, while NVIDIA L4 has 24GB VRAM and a 72W TDP.

Does VRAM matter more than speed between GeForce RTX 4060 and NVIDIA L4?

For AI, yes, GeForce RTX 4060 fits 15 more of our 12 workloads than NVIDIA L4. 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 4060 and NVIDIA L4?

Stable Diffusion XL: NVIDIA L4 leads by roughly 86% (2.78 vs 5.18 images/min) in our testing.

GeForce RTX 4060 vs NVIDIA L4, AI & Machine Learning Comparison

NVIDIA L4 wins 5 of 11 benchmarks, averaging 26.6% 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 L4 leads by 86% (2.78 vs 5.18 images/min); the closest fight is Qwen3 4B (3% apart); VRAM decides part of this one: GeForce RTX 4060 runs 138 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 4060	NVIDIA L4	Difference
Qwen3 4B tok/s	86.38	84	+3%
Llama 3.1 8B tok/s	52.4	50.45	+4%
Qwen2.5-Coder 14B tok/s	0	27.46	n/a
Qwen3 32B tok/s	0	12.42	n/a
Llama 3.3 70B tok/s	0	0	n/a
Stable Diffusion XL images/min	2.78	5.18	-46%
Z-Image Turbo images/min	0	2.475	n/a
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	0.15	n/a

Specifications compared

	GeForce RTX 4060	NVIDIA L4
VRAM	8GB	24GB
Architecture	Ada Lovelace	Ada Lovelace
Memory bandwidth	272 GB/s	300 GB/s
Boost clock	2,475 MHz	2,040 MHz
TDP	115 W	72 W
Launch MSRP	$299	$2,500
Release	2023-05-24	2023-03-21

FAQ

Which is better for ai & machine learning: GeForce RTX 4060 or NVIDIA L4?: NVIDIA L4 performs better for ai & machine learning, winning 5 of 11 benchmarks in our suite with an average 26.6% advantage.
What are the main hardware differences between GeForce RTX 4060 and NVIDIA L4?: GeForce RTX 4060 has 8GB VRAM and a 115W TDP, while NVIDIA L4 has 24GB VRAM and a 72W TDP.
Does VRAM matter more than speed between GeForce RTX 4060 and NVIDIA L4?: For AI, yes, GeForce RTX 4060 fits 15 more of our 12 workloads than NVIDIA L4. 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 4060 and NVIDIA L4?: Stable Diffusion XL: NVIDIA L4 leads by roughly 86% (2.78 vs 5.18 images/min) in our testing.

GeForce RTX 4060 full review · NVIDIA L4 full review · All AI & Machine Learning rankings