RTX 5000 Ada Generation — Benchmarks & Specs
*Price sourced from Amazon.com. Price and availability subject to change.
Bottom line: how fast is the RTX 5000 Ada Generation?
For local LLM inference it generates 100.0 tokens/sec running deepseekr1:32b under ollama, per LocalLLaMA. In Geekbench 5 Vulkan it scores 251,643 points, per technical.city (Geekbench Browser aggregate).
Every figure above is a row in the tables below, and each row links out to the review or public benchmark database the number was taken from. SpecPicks aggregates published measurements; it does not report first-party benchmark runs.
The RTX 5000 Ada Generation is a graphics card from the Blackwell family from NVIDIA. Data on this page draws on 1+ Amazon listings, 10 synthetic benchmark results, 10 community AI inference reports, aggregated from public benchmark databases (TechPowerUp, PassMark, Geekbench, Cinebench) and the LocalLLaMA community. Read this page when shopping the RTX 5000 Ada Generation, comparing it against other graphics cards in your build, or sizing it for a specific workload (gaming at 1080p/1440p/4K, productivity benchmarks, or local LLM inference).
AI Inference Performance
Tokens per second under each model + quantization. Higher = faster generation. Bars compare runs across the same model.
| Model | Quantization | Relative | Tokens/sec | VRAM used | Source |
|---|---|---|---|---|---|
| deepseekr1:32b | — ollama | 100.0 tok/s | — | LocalLLaMA 2026-04-18 | |
| llama3:8b | q4_K_M llama.cpp | 89.9 tok/s | — | XiongjieDai/GPU-Benchmarks-on-LLM-Inference (GitHub) 2024-05-01 | |
| llama3:8b | q4_K_M llama.cpp | 89.9 tok/s | — | GPU-Benchmarks-on-LLM-Inference (GitHub) 2024-05-01 | |
| llama3:8b | q4_K_M llama.cpp | 89.9 tok/s | — | OpenLLMBenchmarks 2024-01-01 | |
| llama3:8b | FP16 llama.cpp | 32.7 tok/s | — | XiongjieDai/GPU-Benchmarks-on-LLM-Inference (GitHub) 2024-05-01 | |
| llama3:8b | FP16 llama.cpp | 32.7 tok/s | — | GPU-Benchmarks-on-LLM-Inference (GitHub) 2024-05-01 | |
| llama3:8b | FP16 llama.cpp | 32.7 tok/s | — | OpenLLMBenchmarks 2024-01-01 | |
| qwen3:30b | — ollama | 13.0 tok/s | — | LocalLLaMA 2026-04-17 | |
| llama3:70b | q4_K_M llama.cpp | 11.4 tok/s | — | GitHub: XiongjieDai/GPU-Benchmarks-on-LLM-Inference 2024-01-01 | |
| phi-3-mini-4k-instruct | q4_K_M llama.cpp | — tok/s | — | Puget Systems 2024-08-22 |
Synthetic Benchmarks
Higher is better. Bars are scaled within each benchmark family (multi-thread, single-thread, etc.) so you can compare like-with-like at a glance.
| Benchmark | Relative | Score | Source |
|---|---|---|---|
| Geekbench 5 Vulkan | 251,643 points | technical.city (Geekbench Browser aggregate) 2023-08-01 | |
| Geekbench 5 OpenCL | 193,891 points | technical.city (Geekbench Browser aggregate) 2023-08-01 | |
| PassMark G3D Mark | 30,648 points | PassMark VideoCardBenchmark 2023-10-10 | |
| PassMark G3D Mark | 30,293 points | PassMark Software 2023-10-10 | |
| PassMark G3D Mark | 30,156 pts | PassMark 2026-04-20 | |
| 3DMark Steel Nomad Lite | 28,751 points | NanoReview (3DMark Browser aggregate) 2024-01-01 | |
| 3DMark Fire Strike | 27,190 points | Notebookcheck 2023-06-01 | |
| 3DMark Time Spy | 14,894 points | Notebookcheck 2023-06-01 | |
| 3DMark Time Spy | 14,170 points | topcpu.net 2026-05-01 | |
| 3DMark Time Spy | 13,898 points | 3DMark 2024-06-09 |
Products Featuring the RTX 5000 Ada Generation
RTX 5000 Ada Generation — Frequently Asked Questions
What is the RTX 5000 Ada Generation best used for?
When was the RTX 5000 Ada Generation released, and what was its launch MSRP?
Where do the benchmark numbers on this page come from?
Can the RTX 5000 Ada Generation run local LLMs?
Where can I buy the RTX 5000 Ada Generation?
Buying guides that rank the RTX 5000 Ada Generation's class
This page is the raw performance data. The guides below turn it into a ranked pick for a specific build.
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