NVIDIA RTX 2000 Ada Generation vs NVIDIA RTX A5000, AI & Machine Learning Comparison
NVIDIA RTX A5000 wins 7 of 11 benchmarks, averaging 140.2% 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 RTX A5000 leads by 178% (43.08 vs 119.86 tok/s); the closest fight is LTX-Video (distilled) (94% apart); VRAM decides part of this one: NVIDIA RTX A5000 runs 8 of our 12 AI workloads while the other card runs 5, models that don't fit score zero.
Benchmark results head-to-head
| Benchmark | NVIDIA RTX 2000 Ada Generation | NVIDIA RTX A5000 | Difference |
|---|---|---|---|
| Qwen3 4B tok/s | 70.88 | 171.68 | -59% |
| Llama 3.1 8B tok/s | 43.08 | 119.86 | -64% |
| Qwen2.5-Coder 14B tok/s | 23.35 | 64.89 | -64% |
| Qwen3 32B tok/s | 0 | 30.49 | n/a |
| Llama 3.3 70B tok/s | 0 | 0 | n/a |
| Stable Diffusion XL images/min | 3.58 | 7.46 | -52% |
| 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 | 1.39 | 2.7 | -49% |
| Wan 2.2 5B (720p) frames/s | 0 | 0.24 | n/a |
Whole-job comparison
How long each card takes to finish a complete pipeline, not just one model. NVIDIA RTX 2000 Ada Generation is faster on 0 of 1; NVIDIA RTX A5000 on 1.
| Workflow | NVIDIA RTX 2000 Ada Generation | NVIDIA RTX A5000 | Difference | Cost per run |
|---|---|---|---|---|
| Full codebase review | 42.8 min | 15.4 min | NVIDIA RTX A5000 2.78x faster | $0.171 vs $0.041 |
Renting by the hour, NVIDIA RTX A5000 finishes 1 of 1 cheaper. The quicker card is not automatically the cheaper way to get the work done.
Cost to rent
| Card | Per hour |
|---|---|
| NVIDIA RTX 2000 Ada Generation | $0.240 |
| NVIDIA RTX A5000 | $0.160 |
NVIDIA RTX A5000 is 1.50x cheaper per hour. Cheapest on-demand rate we see across RunPod and Vast.
Specifications compared
| NVIDIA RTX 2000 Ada Generation | NVIDIA RTX A5000 | |
|---|---|---|
| VRAM | 16GB | 24GB |
| Architecture | Ada Lovelace | Ampere (GA102 derivative) |
| Memory bandwidth | 224 GB/s | 768 GB/s |
| Boost clock | 2,130 MHz | 1,695 MHz |
| TDP | 70 W | 230 W |
| Launch MSRP | $625 | $2,250 |
| Release | 2024-02-12 | 2021-04-12 |
FAQ
- Which is better for ai & machine learning: NVIDIA RTX 2000 Ada Generation or NVIDIA RTX A5000?
- NVIDIA RTX A5000 performs better for ai & machine learning, winning 7 of 11 benchmarks in our suite with an average 140.2% advantage.
- What are the main hardware differences between NVIDIA RTX 2000 Ada Generation and NVIDIA RTX A5000?
- NVIDIA RTX 2000 Ada Generation has 16GB VRAM and a 70W TDP, while NVIDIA RTX A5000 has 24GB VRAM and a 230W TDP.
- Does VRAM matter more than speed between NVIDIA RTX 2000 Ada Generation and NVIDIA RTX A5000?
- For AI, yes, NVIDIA RTX A5000 fits 2 more of our 12 workloads than NVIDIA RTX 2000 Ada Generation. 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 RTX 2000 Ada Generation and NVIDIA RTX A5000?
- Llama 3.1 8B: NVIDIA RTX A5000 leads by roughly 178% (43.08 vs 119.86 tok/s) in our testing.
NVIDIA RTX 2000 Ada Generation full review · NVIDIA RTX A5000 full review · All AI & Machine Learning rankings