Versus Engine
ClawBox vs Minisforum MS-S1 Max
Specs, price and the one trade-off that actually decides it — ClawBox against Minisforum MS-S1 Max, side by side.
Cheaper to start
Tie
Both start at a similar price.
Rated higher
Tie
Both score 9.2 on our design scale.
Standout
ClawBox
Around 20W continuous draw makes always-on genuinely practical

ClawBox
A dedicated 20W AI appliance that runs a local agent continuously, with no discrete GPU.
Where it wins, where it doesn't
Pros
- Around 20W continuous draw makes always-on genuinely practical
- Dedicated appliance, no general-purpose OS to maintain
- Runs entirely locally — nothing leaves the house
Cons
- Locked to its own model rather than anything you want to load
- Requires real networking competence to integrate
- Nowhere near the capability of a local-inference workstation
Specifications
- TDP7–15W
- AI computing power—
- AI Performance67 TOPS (INT8)
- APU—
- Architecture64-bit ARMv8.2
- AtomMan G1 PRO—
- AtomMan G7 Pro—
- AtomMan G7 Pt—
- AtomMan G7 TI/G7 TI SE—
- Bluetooth—
- Chassis Design—
- Clock SpeedUp to 1.5 GHz
- Compatible With+ Llama, Mistral, and other LLMs, + Home Assistant integration, + MQTT for IoT devices, + REST APIs and webhooks, + Custom Python skills
- ConnectivityGigabit Ethernet, Wi-Fi 5 (802.11ac), Bluetooth 5.0, 4x USB 3.0, 1x USB-C
- Cooling—
- CPU Cores6-core ARM Cortex-A78AE
- CUDA Cores1024
- DEG2 OCuLink eGPU Dock—
- Deployment—
- EliteMini UM780 XTX—
- Expansion—
- GPUNVIDIA Ampere
- Graphics—
- Memory—
- Memory & Storage8GB LPDDR5, 512GB NVMe SSD
- Memory Architecture—
- Memory Bandwidth68 GB/s
- MINISFORUM 129i7—
- MINISFORUM 795S7—
- MINISFORUM BD790i—
- MINISFORUM BD795i SE—
- MINISFORUM BD795M—
- MINISFORUM DEG1 eGPU Dock—
- MINISFORUM eGPU Docking Station MGA1—
- MINISFORUM MGP01 Game Controller—
- MINISFORUM MKB i83—
- MINISFORUM MS-01—
- MINISFORUM MS-A1—
- MINISFORUM N5 MAX—
- MINISFORUM TB4-01 12 in 1 Thunderbolt™ 4 Dock—
- Monthly Cost~€2-3 electricity
- MS-A2—
- N5—
- N5 AIR—
- N5 Pro—
- NPU—
- Performance Benchmarks / AI Inference<100ms response latency for typical queries
- Performance Benchmarks / Boot Time<60s from power on to ready
- Performance Benchmarks / Memory Usage~4GB typical AI model memory footprint
- Performance Benchmarks / Power Draw12W avg under normal AI workload
- Power7-15W, 20W power adapter (included), 90%+ efficient
- Power Supply—
- PrecisionFP16, INT8, INT4
- ProcessorNVIDIA Jetson Orin Nano
- RAM8GB LPDDR5 unified memory
- SoCNVIDIA Jetson Orin Nano 8GB
- Storage512GB NVMe SSD
- UM880 Plus—
- USB—
- Wi-Fi—

Minisforum MS-S1 Max
AMD Strix Halo in a mini-PC, with 128GB of soldered LPDDR5x unified memory.
Where it wins, where it doesn't
Pros
- 128GB unified memory in a mini-PC chassis
- Runs models that would otherwise need multiple GPUs
- Low power draw for the capability
Cons
- Memory is soldered — no upgrade path
- Token generation well below a discrete GPU
- Pointless for models that already fit in consumer VRAM
Specifications
- TDP130W sustained
- AI computing power126 TOPS
- AI Performance—
- APUAMD Ryzen AI Max+ 395
- Architecture—
- AtomMan G1 PRO32GB RAM+1TB SSD
- AtomMan G7 ProIntel Core i9 14900HX / 32GB RAM+1TB SSD
- AtomMan G7 PtAMD Ryzen™9 7945HX / 32GB RAM+ 1TB SSD
- AtomMan G7 TI/G7 TI SEIntel® Core™ i9 14900HX(G7 Ti) / Barebone / UK
- BluetoothBluetooth 5.4
- Chassis Designslide-out chassis
- Clock Speed—
- Compatible With—
- Connectivity—
- Coolingaerospace-grade aluminum chassis, pure copper baseplate, six heat pipes, dual centrifugal fans, phase-change cooling material
- CPU Cores—
- CUDA Cores—
- DEG2 OCuLink eGPU DockBlack
- Deploymentrack-mountable, supports multi-system clusters
- EliteMini UM780 XTXGold / 32GB RAM+1TB SSD / US
- ExpansionPCIe x16
- GPU—
- GraphicsAMD Radeon 8060S
- Memoryup to 128 GB LPDDR5x-8000 MT/s with 256 GB/s bandwidth
- Memory & Storage—
- Memory ArchitectureUMA unified memory architecture
- Memory Bandwidth—
- MINISFORUM 129i7AMD Ryzen™ 9 7940HX (790S7) / BAREBONE (NO OS/RAM/SSD) / EU
- MINISFORUM 795S7AMD Ryzen™ 9 7945HX (795S7) / BAREBONE / UK
- MINISFORUM BD790iAMD Ryzen™ 9 7940HX-BD790i SE / Mini-ITX Form Factor(170x170x1.6mm)
- MINISFORUM BD795i SEAMD Ryzen™ 9 7945HX-BD795i SE / Mini-ITX Form Factor(170x170x1.6mm)
- MINISFORUM BD795MAMD Ryzen™ 9 7945HX / M-ATX Form Factor(240х220х1.6mm)
- MINISFORUM DEG1 eGPU DockeGPU Dock
- MINISFORUM eGPU Docking Station MGA1AMD Radeon™ 7600M XT
- MINISFORUM MGP01 Game ControllerGame Controller
- MINISFORUM MKB i83Obsidian Black
- MINISFORUM MS-01Intel® Core™ i5-12600H / Barebone / UK
- MINISFORUM MS-A1without CPU
- MINISFORUM N5 MAXAMD Ryzen™ AI Max+ 395 / 128GB LPDDR5x + 128GB OS Storage / US
- MINISFORUM TB4-01 12 in 1 Thunderbolt™ 4 DockThunderbolt™ 4 Dock
- Monthly Cost—
- MS-A280 / 32GB RAM + 1TB SSD
- N5AMD Ryzen™ 7 255 / 16G DDR5 + 128G OS Storage
- N5 AIRAMD Ryzen™ 7 255 / 16GB DDR5+64GB OS Storage
- N5 ProAMD Ryzen™ AI 9 HX PRO 370 / 16G DDR5 + 128G OS Storage
- NPU50 TOPS
- Performance Benchmarks / AI Inference—
- Performance Benchmarks / Boot Time—
- Performance Benchmarks / Memory Usage—
- Performance Benchmarks / Power Draw—
- Power—
- Power Supply320W high-efficiency internal power supply certified by CCC, FCC, UL, CE, and UKCA
- Precision—
- Processor—
- RAM—
- SoC—
- Storage—
- UM880 Plus32GB RAM+1TB SSD
- USBUSB4 v2 (80 Gbps)
- Wi-FiWi-Fi 7
