NVIDIA GeForce RTX 3080 vs NVIDIA GeForce RTX 4070, AI & Machine Learning Comparison

NVIDIA GeForce RTX 3080
NVIDIA GeForce RTX 3080
vs
NVIDIA GeForce RTX 4070
NVIDIA GeForce RTX 4070

NVIDIA GeForce RTX 3080 wins 2 of 11 benchmarks, averaging 29% faster.

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

What the numbers say

The gap is widest in Llama 3.1 8B, where NVIDIA GeForce RTX 3080 leads by 35% (125.85 vs 93.16 tok/s); the closest fight is Qwen3 4B (23% apart); VRAM decides part of this one: NVIDIA GeForce RTX 4070 runs 3 of our 12 AI workloads while the other card runs 3, models that don't fit score zero.

Benchmark results head-to-head

BenchmarkNVIDIA GeForce RTX 3080NVIDIA GeForce RTX 4070Difference
Qwen3 4B tok/s184.08149.68+23%
Llama 3.1 8B tok/s125.8593.16+35%
Qwen2.5-Coder 14B tok/s050.74n/a
Qwen3 32B tok/s00n/a
Llama 3.3 70B tok/s00n/a
Z-Image Turbo images/min00n/a
FLUX.1 dev images/min00n/a
FLUX.1 Kontext dev images/min00n/a
Qwen-Image-Edit images/min00n/a
LTX-Video (distilled) frames/s00n/a
Wan 2.2 5B (720p) frames/s00n/a

Cost to rent

CardPer hour
NVIDIA GeForce RTX 3080$0.029
NVIDIA GeForce RTX 4070$0.076

NVIDIA GeForce RTX 3080 is 2.62x cheaper per hour. Cheapest on-demand rate we see across RunPod and Vast.

Specifications compared

NVIDIA GeForce RTX 3080NVIDIA GeForce RTX 4070
VRAM10GB12GB
Transistors28,300M35,800M
Die size628.4 mm²294.5 mm²
Transistor density45 M/mm²121.6 M/mm²
ArchitectureAmpere (GA102)Ada Lovelace
Memory bandwidth760 GB/s504 GB/s
Boost clock1,710 MHz2,475 MHz
TDP320 W200 W
Launch MSRP$699$599
Release2020-09-172023-04-13

FAQ

Which is better for ai & machine learning: NVIDIA GeForce RTX 3080 or NVIDIA GeForce RTX 4070?
NVIDIA GeForce RTX 3080 performs better for ai & machine learning, winning 2 of 11 benchmarks in our suite with an average 29% advantage.
What are the main hardware differences between NVIDIA GeForce RTX 3080 and NVIDIA GeForce RTX 4070?
NVIDIA GeForce RTX 3080 has 10GB VRAM and a 320W TDP, while NVIDIA GeForce RTX 4070 has 12GB VRAM and a 200W TDP.
Does VRAM matter more than speed between NVIDIA GeForce RTX 3080 and NVIDIA GeForce RTX 4070?
For AI, yes, NVIDIA GeForce RTX 4070 fits 1 more of our 12 workloads than NVIDIA GeForce RTX 3080. 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 3080 and NVIDIA GeForce RTX 4070?
Llama 3.1 8B: NVIDIA GeForce RTX 3080 leads by roughly 35% (125.85 vs 93.16 tok/s) in our testing.

NVIDIA GeForce RTX 3080 full review · NVIDIA GeForce RTX 4070 full review · All AI & Machine Learning rankings