NVIDIA GeForce RTX 2080 Ti Founders Edition vs NVIDIA GeForce RTX 4080, AI & Machine Learning Comparison
NVIDIA GeForce RTX 4080 wins 6 of 12 benchmarks, averaging 69.4% 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 GeForce RTX 4080 leads by 143% (4.18 vs 10.16 images/min); the closest fight is Llama 3.1 8B (29% apart); VRAM decides part of this one: NVIDIA GeForce RTX 4080 runs 6 of our 12 AI workloads while the other card runs 3, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA GeForce RTX 2080 Ti Founders Edition | NVIDIA GeForce RTX 4080 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 148.46 | 201.76 | -26% |
| Llama 3.1 8B tok/s | 98.34 | 127.09 | -23% |
| Qwen2.5-Coder 14B tok/s | 0 | 69.93 | 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 | 4.18 | 10.16 | -59% |
| Z-Image Turbo images/min | 0 | 2.55 | 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 |
| LTX-Video (distilled) frames/s | 0 | 3.23 | n/a |
| Wan 2.2 5B (720p) frames/s | 0 | 0 | n/a |
Specifications compared
| NVIDIA GeForce RTX 2080 Ti Founders Edition | NVIDIA GeForce RTX 4080 | |
|---|---|---|
| VRAM | 11GB | 16GB |
| Transistors | 18,600M | 45,900M |
| Die size | 754 mm² | 378.6 mm² |
| Transistor density | 24.7 M/mm² | 121.2 M/mm² |
| Architecture | Turing (TU102) | Ada Lovelace (AD103) |
| Memory bandwidth | 616 GB/s | 716.8 GB/s |
| Boost clock | 1,545 MHz | 2,505 MHz |
| TDP | 250 W | 320 W |
| Launch MSRP | $1,199 | $1,199 |
| Release | 2018-09-20 | 2022-11-16 |
FAQ
- Which is better for ai & machine learning: NVIDIA GeForce RTX 2080 Ti Founders Edition or NVIDIA GeForce RTX 4080?
- NVIDIA GeForce RTX 4080 performs better for ai & machine learning, winning 6 of 12 benchmarks in our suite with an average 69.4% advantage.
- What are the main hardware differences between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA GeForce RTX 4080?
- NVIDIA GeForce RTX 2080 Ti Founders Edition has 11GB VRAM and a 250W TDP, while NVIDIA GeForce RTX 4080 has 16GB VRAM and a 320W TDP.
- Does VRAM matter more than speed between NVIDIA GeForce RTX 2080 Ti Founders Edition and NVIDIA GeForce RTX 4080?
- For AI, yes, NVIDIA GeForce RTX 4080 fits 3 more of our 12 workloads than NVIDIA GeForce RTX 2080 Ti Founders Edition. 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 2080 Ti Founders Edition and NVIDIA GeForce RTX 4080?
- Stable Diffusion XL: NVIDIA GeForce RTX 4080 leads by roughly 143% (4.18 vs 10.16 images/min) in our testing.
NVIDIA GeForce RTX 2080 Ti Founders Edition full review · NVIDIA GeForce RTX 4080 full review · All AI & Machine Learning rankings