Radeon RX 7900 XT

Best local AI models for this GPU

VRAM
20 GB
Bandwidth
800 GB/s
Vendor
AMD
Compatible Models
23

How it compares

Radeon RX 7900 XT vs GPUs at nearby launch prices. Estimates from memory bandwidth, not benchmarks.

Est. speed, Qwen3 8B (Q4_K_M)

RTX 4070 Ti~73 tok/s · 12 GBRTX 4070 Ti SUPER~97 tok/s · 16 GBRX 7900 XT~115 tok/s · 20 GBGTX TITAN X~48 tok/s · 12 GBRX 6900 XT~74 tok/s · 16 GB

Models at 10+ tok/s (est.)

RTX 4070 Ti~15 models · $799RTX 4070 Ti SUPER~16 models · $799RX 7900 XT~23 models · $899GTX TITAN X~15 models · $999RX 6900 XT~16 models · $999

Top Compatible Models

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

Memory Usage18.1 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen3:32b-q3_k_m
View full compatibility
Memory Usage17.3 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run mistral-small:24b
View full compatibility
Memory Usage18.1 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen2.5:32b-q3_k_m
View full compatibility
Memory Usage18.1 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen2.5-coder:32b-q3_k_m
View full compatibility
Memory Usage18.6 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen3:30b-a3b-q3_k_m
View full compatibility
Memory Usage15.3 GB
Weights
KV Cache
Overhead
Context Length32,768 tokens
Install with Ollama:
ollama run codestral
View full compatibility
Memory Usage10.6 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run qwen3:14b
View full compatibility
Memory Usage10.8 GB
Weights
KV Cache
Overhead
Context Length131,072 tokens
Install with Ollama:
ollama run deepseek-r1:14b
View full compatibility
Memory Usage10.6 GB
Weights
KV Cache
Overhead
Context Length16,384 tokens
Install with Ollama:
ollama run phi4
View full compatibility
Memory Usage19.0 GB
Weights
KV Cache
Overhead
Context Length32,768 tokens
Install with Ollama:
ollama run gpt-oss:20b-q5_k_m
View full compatibility