NVIDIA GeForce RTX 3060 vs NVIDIA RTX 2000 Ada Generation, AI & Machine Learning Comparison

NVIDIA GeForce RTX 3060
NVIDIA GeForce RTX 3060
vs
NVIDIA RTX 2000 Ada Generation
NVIDIA RTX 2000 Ada Generation

NVIDIA GeForce RTX 3060 wins 3 of 11 benchmarks, averaging 32.5% faster.

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

What the numbers say

The gap is widest in Qwen2.5-Coder 14B, where NVIDIA GeForce RTX 3060 leads by 52% (35.52 vs 23.35 tok/s); the closest fight is Stable Diffusion XL (22% apart); VRAM decides part of this one: NVIDIA RTX 2000 Ada Generation runs 5 of our 12 AI workloads while the other card runs 4, models that don't fit score zero.

Benchmark results head-to-head

BenchmarkNVIDIA GeForce RTX 3060NVIDIA RTX 2000 Ada GenerationDifference
Qwen3 4B tok/s102.0470.88+44%
Llama 3.1 8B tok/s65.3643.08+52%
Qwen2.5-Coder 14B tok/s35.5223.35+52%
Qwen3 32B tok/s00n/a
Llama 3.3 70B tok/s00n/a
Stable Diffusion XL images/min2.943.58-18%
FLUX.1 dev images/min00n/a
FLUX.1 Kontext dev images/min00n/a
Qwen-Image-Edit images/min00n/a
LTX-Video (distilled) frames/s01.39n/a
Wan 2.2 5B (720p) frames/s00n/a

Whole-job comparison

How long each card takes to finish a complete pipeline, not just one model. NVIDIA GeForce RTX 3060 is faster on 1 of 1; NVIDIA RTX 2000 Ada Generation on 0.

WorkflowNVIDIA GeForce RTX 3060NVIDIA RTX 2000 Ada GenerationDifferenceCost per run
Full codebase review28.2 min42.8 minNVIDIA GeForce RTX 3060 1.52x faster$0.016 vs $0.171

Renting by the hour, NVIDIA GeForce RTX 3060 finishes 1 of 1 cheaper. The quicker card is not automatically the cheaper way to get the work done.

Cost to rent

CardPer hour
NVIDIA GeForce RTX 3060$0.034
NVIDIA RTX 2000 Ada Generation$0.240

NVIDIA GeForce RTX 3060 is 7.06x cheaper per hour. Cheapest on-demand rate we see across RunPod and Vast.

Specifications compared

NVIDIA GeForce RTX 3060NVIDIA RTX 2000 Ada Generation
VRAM12GB16GB
ArchitectureAmpere (GA106)Ada Lovelace
Memory bandwidth360 GB/s224 GB/s
Boost clock1,777 MHz2,130 MHz
TDP170 W70 W
Launch MSRP$329$625
Release2021-02-252024-02-12

FAQ

Which is better for ai & machine learning: NVIDIA GeForce RTX 3060 or NVIDIA RTX 2000 Ada Generation?
NVIDIA GeForce RTX 3060 performs better for ai & machine learning, winning 3 of 11 benchmarks in our suite with an average 32.5% advantage.
What are the main hardware differences between NVIDIA GeForce RTX 3060 and NVIDIA RTX 2000 Ada Generation?
NVIDIA GeForce RTX 3060 has 12GB VRAM and a 170W TDP, while NVIDIA RTX 2000 Ada Generation has 16GB VRAM and a 70W TDP.
Does VRAM matter more than speed between NVIDIA GeForce RTX 3060 and NVIDIA RTX 2000 Ada Generation?
For AI, yes, NVIDIA RTX 2000 Ada Generation fits 2 more of our 12 workloads than NVIDIA GeForce RTX 3060. 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 3060 and NVIDIA RTX 2000 Ada Generation?
Qwen2.5-Coder 14B: NVIDIA GeForce RTX 3060 leads by roughly 52% (35.52 vs 23.35 tok/s) in our testing.

NVIDIA GeForce RTX 3060 full review · NVIDIA RTX 2000 Ada Generation full review · All AI & Machine Learning rankings