Apple
MacBook Pro M4 Max 128GB with 128 GB unified memory. Fourth-generation Apple Silicon with enhanced Neural Engine and improved memory bandwidth, designed for AI-first workflows including local LLM inference.
Architecture
Apple M4 is the latest Apple Silicon generation, using TSMC's second-generation 3nm process. It features an enhanced Neural Engine with up to 38 TOPS and higher memory bandwidth across all tiers.
AI Relevance
The M4 Max with 128 GB unified memory and up to 546 GB/s bandwidth is currently the fastest Apple Silicon option for local LLM inference. Combined with MLX framework optimizations, it delivers the best tokens-per-second of any Mac configuration.
M4 is Apple's most AI-capable chip yet with up to 546 GB/s bandwidth in the Max variant. The unified memory architecture means models up to ~90 GB (at 72% usable) can run natively without offloading, covering most 70B models at Q4 quantization.
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. Known channels: huggingface, ollama, lm-studio.
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-Coder-Next
Llama 3.3 70BQwen 2.5 72BQwen 2.5 VL 72B
Mistral Small 4 119BQwen3-Coder 30B A3B InstructQwen3-VL 30B A3B Instruct
Qwen3.5 4BQwen3.5 35B A3BQwen2.5 3B InstructDeepSeek R1 0528 Qwen3 8B
gemma 2bQwen3.5 9BQwen2.5 1.5B InstructQwen 2.5 Coder 32BQwen3.5 27Bgemma 3 27b itDevstral Small 2 24B InstructDevstral Small 1.1Qwen3.5 122B A10BCodestral 2 25.08Mixtral 8x22B
Command A 111BDevstral 2 123B Instruct
DeepSeek R1 671B
GLM-5
Kimi K2.5Mistral Large 3Qwen3-Coder 480B A35B InstructDeepSeek V3 671BQwen 3 235B A22BQwen3.5 397B A17BLlama 4 Maverick 17B 128EJust 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 GH200 96GBNext step up
~$8,000 MSRP
