AMD Radeon RX 6300 — Benchmarks & Specs
Short answer: the AMD Radeon RX 6300 generates 1.1 tokens/sec on qwen3:80b (Q8) under llama.cpp in a single cited run, per LocalLLaMA; there are too few comparable runs on file for a median.
Bottom line: how fast is the Radeon RX 6300?
For local LLM inference it generates 1.1 tokens/sec running qwen3:80b at Q8 under llama.cpp, per LocalLLaMA. In PassMark G3D Mark it scores 5,368–5,384 points, across two PassMark results (PassMark GPU benchmark listing, PassMark GPU benchmark listing).
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 Radeon RX 6300 is a graphics card from the RDNA 2 family from AMD. Data on this page draws on 4 synthetic benchmark results, 3 community AI inference reports, compiled from LocalLLaMA, PassMark, TopCPU.net; each table row links to its source. Read this page when shopping the Radeon RX 6300, comparing it against other graphics cards in your build, or sizing it for a specific workload (synthetic benchmark scores 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 |
|---|---|---|---|---|---|
| qwen3:8b | Q8_0 llama.cpp | 711.0 tok/s | — | LocalLLaMA 2026-03-27 | |
| qwen3:30b | — lmstudio | 33.0 tok/s | — | LocalLLaMA 2026-02-05 | |
| qwen3:80b | Q8 llama.cpp | 1.1 tok/s | — | LocalLLaMA 2025-12-27 |
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 |
|---|---|---|---|
| PassMark G3D Mark | 5,384 points | PassMark Software retrieved 2026-05-10 | |
| PassMark G3D Mark | 5,368 pts | PassMark retrieved 2026-04-20 | |
| 3DMark Time Spy | 1,520 points | TopCPU.net retrieved 2026-06-12 | |
| PassMark G2D Mark | 704 pts | PassMark retrieved 2026-04-20 |
Radeon RX 6300 — Frequently Asked Questions
Where do the Radeon RX 6300 benchmark numbers come from?
Can the Radeon RX 6300 run local LLMs?
Where can I buy the Radeon RX 6300?
Buying guides that rank the Radeon RX 6300'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 Radeon RX 6300
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