Which is better for ai & machine learning: GeForce RTX 4060 or NVIDIA B300?

NVIDIA B300 performs better for ai & machine learning, winning 12 of 12 benchmarks in our suite with an average 561.5% advantage.

What are the main hardware differences between GeForce RTX 4060 and NVIDIA B300?

GeForce RTX 4060 has 8GB VRAM and a 115W TDP, while NVIDIA B300 has 288GB VRAM and a 1400W TDP.

Does VRAM matter more than speed between GeForce RTX 4060 and NVIDIA B300?

For AI, yes, NVIDIA B300 fits 7 more of our 12 workloads than GeForce RTX 4060. 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 B300?

Stable Diffusion XL: NVIDIA B300 leads by roughly 950% (2.78 vs 29.2 images/min) in our testing.

GeForce RTX 4060 vs NVIDIA B300, AI & Machine Learning Comparison

NVIDIA B300 wins 12 of 12 benchmarks, averaging 561.5% 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 B300 leads by 950% (2.78 vs 29.2 images/min); the closest fight is Qwen3 4B (286% apart); VRAM decides part of this one: NVIDIA B300 runs 140 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 B300	Difference
Qwen3 4B tok/s	86.38	333.34	-74%
Llama 3.1 8B tok/s	52.4	287.23	-82%
Qwen2.5-Coder 14B tok/s	0	158.49	n/a
Qwen3 32B tok/s	0	83.68	n/a
Llama 3.3 70B tok/s	0	47.97	n/a
Stable Diffusion XL images/min	2.78	29.2	-90%
Z-Image Turbo images/min	0	39.675	n/a
FLUX.1 dev images/min	0	20.807	n/a
FLUX.1 Kontext dev images/min	0	10.329	n/a
Qwen-Image-Edit images/min	0	8.14	n/a
LTX-Video (distilled) frames/s	0	31.87	n/a
Wan 2.2 5B (720p) frames/s	0	2.94	n/a

Specifications compared

	GeForce RTX 4060	NVIDIA B300
VRAM	8GB	288GB
Architecture	Ada Lovelace	Blackwell Ultra
Memory bandwidth	272 GB/s	8 TB/s
Boost clock	2,475 MHz	n/a
TDP	115 W	1400 W
Launch MSRP	$299	$40,000
Release	2023-05-24	2025-11-01

FAQ

Which is better for ai & machine learning: GeForce RTX 4060 or NVIDIA B300?: NVIDIA B300 performs better for ai & machine learning, winning 12 of 12 benchmarks in our suite with an average 561.5% advantage.
What are the main hardware differences between GeForce RTX 4060 and NVIDIA B300?: GeForce RTX 4060 has 8GB VRAM and a 115W TDP, while NVIDIA B300 has 288GB VRAM and a 1400W TDP.
Does VRAM matter more than speed between GeForce RTX 4060 and NVIDIA B300?: For AI, yes, NVIDIA B300 fits 7 more of our 12 workloads than GeForce RTX 4060. 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 B300?: Stable Diffusion XL: NVIDIA B300 leads by roughly 950% (2.78 vs 29.2 images/min) in our testing.

GeForce RTX 4060 full review · NVIDIA B300 full review · All AI & Machine Learning rankings