Versus Engine
Mac Mini M4 Pro (64GB) vs Nvidia GeForce RTX 5090 (32GB)
Specs, price and the one trade-off that actually decides it — Mac Mini M4 Pro (64GB) against Nvidia GeForce RTX 5090 (32GB), side by side.
Cheaper to start
Tie
Both start at a similar price.
Rated higher
Nvidia GeForce RTX 5090 (32GB)
9.7 vs 9.5 on our design scale.
Standout
Mac Mini M4 Pro (64GB)
64GB unified memory accessible by GPU
Mac Mini M4 Pro (64GB)
Compact unified-memory system built on the Apple M4 Pro with 64 GB shared between CPU and GPU. Runs Gemma 3 27B and Qwen3 30B-A3B at roughly 35-50 tokens/s while operating near-silently — the mid tier of this index for local AI work.
Where it wins, where it doesn't
Pros
- 64GB unified memory accessible by GPU
- Near-silent operation at 100% load
- Class-leading performance-per-watt
Cons
- Zero post-purchase upgradeability
- Lacks native CUDA ecosystem support
Specifications
- architecture—
- Card Dimensions / Length—
- Card Dimensions / SFF-Ready Enthusiast GeForce Card—
- Card Dimensions / Slot—
- Card Dimensions / Width—
- chipApple M4 Pro
- cuda_cores—
- Display Support / HDCP—
- Display Support / Multi Monitor—
- Display Support / Standard Display Connectors—
- example_modelsGemma 3 27B, Qwen3 30B-A3B
- GPU Engine Specs / Base Clock (GHz)—
- GPU Engine Specs / NVIDIA CUDA™ Cores—
- GPU Engine Specs / Ray Tracing Cores—
- GPU Engine Specs / Shader Cores—
- GPU Engine Specs / Tensor Cores (AI)—
- memory—
- Memory Specs / Memory Interface Width—
- Memory Specs / Standard Memory Config—
- memory_bandwidth—
- memory_bus—
- recommended_psu—
- Technology Support / AV1 Decode—
- Technology Support / AV1 Encode—
- Technology Support / CUDA Capability—
- Technology Support / Game Ready Drivers—
- Technology Support / NVIDIA App—
- Technology Support / NVIDIA Architecture—
- Technology Support / NVIDIA Broadcast—
- Technology Support / NVIDIA Decoder (NVDEC)—
- Technology Support / NVIDIA DLSS—
- Technology Support / NVIDIA Encoder (NVENC)—
- Technology Support / NVIDIA FreeStyle—
- Technology Support / NVIDIA G-SYNC™—
- Technology Support / NVIDIA GPU Boost™—
- Technology Support / NVIDIA Highlights—
- Technology Support / NVIDIA NVLink™ (SLI-Ready)—
- Technology Support / NVIDIA Omniverse—
- Technology Support / NVIDIA ShadowPlay—
- Technology Support / NVIDIA Studio Drivers—
- Technology Support / PCI Express Gen 5—
- Technology Support / Photo Mode—
- Technology Support / Ray Tracing—
- Technology Support / RTX Remix—
- Technology Support / VR Ready—
- Technology Support / Vulkan 1.4, OpenGL 4.6—
- Thermal and Power Specs / Maximum GPU Temperature (in C)—
- Thermal and Power Specs / Required System Power (W) (5)—
- Thermal and Power Specs / Supplementary Power Connectors—
- tiermid
- tokens_per_second35-50
- total_graphics_power—
- unified_memory_gb64
Nvidia GeForce RTX 5090 (32GB)
The fastest consumer card available, with 32GB of GDDR7 — and the power bill to match.
Where it wins, where it doesn't
Pros
- 32GB GDDR7 — runs 70B-class models quantised on a single card
- Fastest consumer silicon available
- Avoids the complexity of a multi-GPU build
Cons
- Roughly double the 5080's price for far less than double the performance
- 600W-class power delivery dictates case and PSU choices
- Poor value for anything that is not memory-bound
Specifications
- architectureBlackwell
- Card Dimensions / Length304 mm
- Card Dimensions / SFF-Ready Enthusiast GeForce CardFounders Edition Yes Varies by manufacturer
- Card Dimensions / Slot2-Slot
- Card Dimensions / Width137 mm
- chip—
- cuda_cores21760
- Display Support / HDCP2.3
- Display Support / Multi Monitorup to 4 (4)
- Display Support / Standard Display Connectors3x DisplayPort (2) , 1x HDMI (3)
- example_models—
- GPU Engine Specs / Base Clock (GHz)2.01
- GPU Engine Specs / NVIDIA CUDA™ Cores21760
- GPU Engine Specs / Ray Tracing Cores4th Generation
- GPU Engine Specs / Shader CoresBlackwell
- GPU Engine Specs / Tensor Cores (AI)5th Generation
- memory32GB GDDR7
- Memory Specs / Memory Interface Width512-bit
- Memory Specs / Standard Memory Config32 GB GDDR7
- memory_bandwidth1792 GB/s
- memory_bus512-bit
- recommended_psu1000W
- Technology Support / AV1 DecodeYes
- Technology Support / AV1 EncodeYes
- Technology Support / CUDA Capability12.0
- Technology Support / Game Ready DriversYes
- Technology Support / NVIDIA AppYes
- Technology Support / NVIDIA ArchitectureBlackwell
- Technology Support / NVIDIA BroadcastYes
- Technology Support / NVIDIA Decoder (NVDEC)2x Sixth Generation
- Technology Support / NVIDIA DLSSDLSS 4 Super Resolution DLAA Ray Reconstruction Frame Generation Multi Frame Generation
- Technology Support / NVIDIA Encoder (NVENC)3x Ninth Generation
- Technology Support / NVIDIA FreeStyleYes
- Technology Support / NVIDIA G-SYNC™Yes
- Technology Support / NVIDIA GPU Boost™Yes
- Technology Support / NVIDIA HighlightsYes
- Technology Support / NVIDIA NVLink™ (SLI-Ready)No
- Technology Support / NVIDIA OmniverseYes
- Technology Support / NVIDIA ShadowPlayYes
- Technology Support / NVIDIA Studio DriversYes
- Technology Support / PCI Express Gen 5Yes
- Technology Support / Photo ModeYes
- Technology Support / Ray TracingYes
- Technology Support / RTX RemixYes
- Technology Support / VR ReadyYes
- Technology Support / Vulkan 1.4, OpenGL 4.6Yes
- Thermal and Power Specs / Maximum GPU Temperature (in C)90
- Thermal and Power Specs / Required System Power (W) (5)1000
- Thermal and Power Specs / Supplementary Power Connectors4x PCIe 8-pin cables (adapter in box) OR 1x 600 W PCIe Gen 5 cable
- tier—
- tokens_per_second—
- total_graphics_power575W
- unified_memory_gb—