AMD
Architecture
RDNA 2 is AMD's second-generation RDNA architecture, built on TSMC 7nm. It introduced hardware ray tracing and Infinity Cache for improved bandwidth efficiency. Powers the RX 6000 series and is also used in gaming consoles.
AI Relevance
Limited official ROCm support for consumer RDNA 2 cards — most AI runtimes require workarounds. Can run smaller models via llama.cpp with Vulkan or HIP backends, but performance is well behind NVIDIA equivalents.
Agentic Coding
CThis model is still usable for agentic-coding, but it is not the most specialized pick. It belongs to a current frontier family for local AI. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
Chat
CThis model is a direct match for chat. It belongs to a current frontier family for local AI. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
Coding
CThis model is a direct match for coding. It belongs to a current frontier family for local AI. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
RAG
CThis model is a direct match for rag. It sits in the middle of the current model mix. It fits natively with comfortable headroom.
Reasoning
CThis model is a direct match for reasoning. It belongs to a current frontier family for local AI. It fits natively with comfortable headroom. Known channels: huggingface, ollama, lm-studio.
Qwen3-VL 30B A3B InstructQwen3-Coder 30B A3B Instruct
Devstral Small 2 24B InstructDevstral Small 1.1
Qwen3.5 27Bgemma 3 27b itCodestral 2 25.08Qwen 2.5 Coder 32BQwen3.5 35B A3BQwen3.5 9BDeepSeek R1 0528 Qwen3 8BQwen3.5 4BQwen2.5 3B Instruct
gemma 2bQwen2.5 1.5B Instruct
DeepSeek R1 671BDevstral 2 123B Instruct
GLM-5
Kimi K2.5Mistral Large 3Mistral Small 4 119BQwen3-Coder 480B A35B InstructQwen3-Coder-NextQwen3.5 122B A10BDeepSeek V3 671BMixtral 8x22BQwen 2.5 72BQwen 3 235B A22BQwen3.5 397B A17B
Llama 3.3 70BLlama 4 Maverick 17B 128E
Command A 111BQwen 2.5 VL 72BJust out of reach
High-quality models that need a bit more memory
Upgrade paths
See what you unlock with more powerful hardware
Upgrade options
NVIDIA A100 40GBNext step up~$10,000 MSRP
~$2,499 MSRP
~$8,000 MSRP
