NVIDIA RTX 4060 Ti 16GB vs AMD RX 6700 XT for local LLMs
10 reports on the NVIDIA RTX 4060 Ti 16GB and 5 on the AMD RX 6700 XT
Which is faster for local LLMs?
On Qwen3.8 27B at 3-bit, the NVIDIA RTX 4060 Ti 16GB has 20.0 generation tokens/s (one run); prompt processing 800.0 tokens/s (one run); the AMD RX 6700 XT has 10.0 generation tokens/s (one run). Those are community reports whose engines and settings differ, so the gap is a rough sign, not a controlled measure of the two cards. Memory bandwidth, which caps how fast a card can write, is 33% higher on the AMD RX 6700 XT (288 GB/s on the NVIDIA RTX 4060 Ti 16GB, 384 on the AMD RX 6700 XT).
- Memory
- 16GB
- Memory bandwidth
- 288 GB/s
- FP16 compute
- 88 TFLOPS
- Reports
- 10
- Memory
- 12GB
- Memory bandwidth
- 384 GB/s
- FP16 compute
- 26.4 TFLOPS
- Reports
- 5
Measured on both
Generation and prompt processing speeds from plain runs (one device, one request, no speculative decoding, the whole model in the device's memory) of the same model size at the same bit class. Each side shows the engines and reported context behind its median. Context can mean a configured window or prompt depth, so these are community comparisons with differing settings. How to read these
| Model | NVIDIA RTX 4060 Ti 16GB | AMD RX 6700 XT |
|---|---|---|
| Qwen3.8 27B3-bit | 20.0one runPP 800.0 (one run)engine not stated98K context | 10.0one runengine not statedcontext not stated |
Estimated by the calculator
The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape. Where a model was also measured above, the measurement wins.
| Model | NVIDIA RTX 4060 Ti 16GB | AMD RX 6700 XT |
|---|---|---|
| Qwen3.8 27B | 18.8 t/sQ2_K | 1.6 t/sQ8_0, layers on CPU |
| Qwen3.8 125B · 6B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 35B · 3B active | 62.1 t/sQ2_K | 13.3 t/sQ6_K, experts in RAM |
| DeepSeek V4 Flash 284B · 13B active | doesn't fit at these settings | doesn't fit at these settings |
| Qwen3.6 27B | 18.8 t/sQ2_K | 1.6 t/sQ8_0, layers on CPU |
| Gemma 4 26B · 4B active | 41.9 t/sQ3_K_S | 62.7 t/sQ2_K |
| DeepSeek V4.1 Flash 552B · 16B active | doesn't fit at these settings | doesn't fit at these settings |
Change the context, RAM or model in the calculator: NVIDIA RTX 4060 Ti 16GB · AMD RX 6700 XT
Every report on each card, with its source: NVIDIA RTX 4060 Ti 16GB · AMD RX 6700 XT