Radeon RX 6600 XT

Best local AI models for this GPU

VRAM
8 GB
Bandwidth
256 GB/s
Vendor
AMD
Compatible Models
10

How it compares

Radeon RX 6600 XT vs GPUs at nearby launch prices. Estimates from memory bandwidth, not benchmarks.

Est. speed, Qwen3 8B (Q4_K_M)

RX 5700~65 tok/s · 8 GBArc A770 16GB~81 tok/s · 16 GBRX 6600 XT~37 tok/s · 8 GBGTX 1070~37 tok/s · 8 GBRTX 5060 Ti 8GB~65 tok/s · 8 GB

Models at 10+ tok/s (est.)

RX 5700~10 models · $349Arc A770 16GB~16 models · $349RX 6600 XT~10 models · $379GTX 1070~10 models · $379RTX 5060 Ti 8GB~10 models · $379

Top Compatible Models

Top 10 models ranked by performance. Click any model to expand details or view full compatibility.

Memory Usage6.7 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen3:8b
View full compatibility
Memory Usage6.7 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run deepseek-r1:8b
View full compatibility
Memory Usage6.6 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run llama3.1:8b
View full compatibility
Memory Usage6.5 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen2.5:7b
View full compatibility
Memory Usage6.5 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen2.5-coder:7b
View full compatibility
Memory Usage4.5 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen3:4b
View full compatibility
Memory Usage4.5 GB
Weights
KV Cache
Overhead
Context Length16,384 tokens
Install with Ollama:
ollama run gemma3:4b
View full compatibility
Memory Usage3.9 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run llama3.2:3b-q5_k_m
View full compatibility
Memory Usage1.7 GB
Weights
KV Cache
Overhead
Context Length16,384 tokens
Install with Ollama:
ollama run gemma3:1b-q6_k
View full compatibility
Memory Usage1.9 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run llama3.2:1b-q6_k
View full compatibility