RTX 5000 Ada Generation Embedded GPU — Benchmarks & Specs
Bottom line: how fast is the RTX 5000 Ada Generation Embedded GPU?
At 4K (Ultra), the RTX 5000 Ada Generation Embedded GPU averages 45 fps in Cyberpunk 2077, per XDA Developers. For local LLM inference it generates 91.4 tokens/sec running llama3.1:8b at q4_K_M under llama.cpp, per GPU-Benchmarks-on-LLM-Inference (GitHub, XiongjieDai). In 3DMark Fire Strike it scores 27,190 points, per Notebookcheck.
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 Embedded GPU is a graphics card from the Blackwell family from NVIDIA. Data on this page draws on 6 synthetic benchmark results, 11 community AI inference reports, 1 measured game frame-rate result, aggregated from public benchmark databases (TechPowerUp, PassMark, Geekbench, Cinebench) and the LocalLLaMA community. Read this page when shopping the RTX 5000 Ada Generation Embedded GPU, 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).
Gaming Performance (measured FPS)
Average and 1% low frame rates by game, resolution, and quality preset. Bars are scaled against the fastest result on this page.
| Game | Resolution | Settings | Relative | Avg FPS | 1% low | Source |
|---|---|---|---|---|---|---|
| Cyberpunk 2077 | 4K | Ultra | 45 fps | — | XDA Developers 2024-05-19 |
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 |
|---|---|---|---|---|---|
| llama3.1:8b | q4_K_M llama.cpp | 91.4 tok/s | — | GPU-Benchmarks-on-LLM-Inference (GitHub, XiongjieDai) 2024-05-01 | |
| llama3:8b | q4_K_M llama.cpp | 89.9 tok/s | — | GitHub: XiongjieDai/GPU-Benchmarks-on-LLM-Inference 2024-05-01 | |
| llama3.1:8b | q4_K_M llama.cpp | 89.9 tok/s | — | GPU-Benchmarks-on-LLM-Inference (GitHub, XiongjieDai) 2024-05-01 | |
| qwen1:22b | INT4 ollama | 50.0 tok/s | — | LocalLLaMA 2026-04-11 | |
| qwen3:235b | Q8 llama.cpp | 50.0 tok/s | — | LocalLLaMA 2026-03-28 | |
| qwen3:0.6b | — ollama | 47.1 tok/s | — | LocalLLaMA 2026-04-15 | |
| llama3.1:8b | FP16 llama.cpp | 32.8 tok/s | — | GPU-Benchmarks-on-LLM-Inference (GitHub, XiongjieDai) 2024-05-01 | |
| llama3:8b | FP16 llama.cpp | 32.7 tok/s | — | GitHub: XiongjieDai/GPU-Benchmarks-on-LLM-Inference 2024-05-01 | |
| llama3.1:8b | FP16 llama.cpp | 32.7 tok/s | — | GPU-Benchmarks-on-LLM-Inference (GitHub, XiongjieDai) 2024-05-01 | |
| qwen3:97b | Q5 llama.cpp | 29.0 tok/s | — | LocalLLaMA 2026-04-13 | |
| qwen3:235b | Q3 llama.cpp | 11.0 tok/s | — | LocalLLaMA 2026-03-28 |
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 |
|---|---|---|---|
| 3DMark Fire Strike | 27,190 points | Notebookcheck 2023-09-23 | |
| PassMark G3D Mark | 17,056 pts | PassMark 2026-04-20 | |
| PassMark G3D Mark | 17,056 points | PassMark Software 2024-12-11 | |
| 3DMark Time Spy | 14,894 points | Notebookcheck 2023-09-23 | |
| 3DMark Speed Way | 3,978 points | Notebookcheck 2023-09-23 | |
| PassMark G2D Mark | 592 pts | PassMark 2026-04-20 |
RTX 5000 Ada Generation Embedded GPU — Frequently Asked Questions
What is the RTX 5000 Ada Generation Embedded GPU best used for?
When was the RTX 5000 Ada Generation Embedded GPU released, and what was its launch MSRP?
Where do the benchmark numbers on this page come from?
Can the RTX 5000 Ada Generation Embedded GPU run local LLMs?
Where can I buy the RTX 5000 Ada Generation Embedded GPU?
Buying guides that rank the RTX 5000 Ada Generation Embedded GPU's class
This page is the raw performance data. The guides below turn it into a ranked pick for a specific build.
Editorial guides covering the RTX 5000 Ada Generation Embedded GPU
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