Complete technical comparison of hardware options for running OpenClaw AI assistant locally.
| Platform | Performance | Setup Time | Power | 2-Year TCO | Best For |
|---|---|---|---|---|---|
| Raspberry Pi 5 | ⭐⭐ | 4-6h | 5W | €140 | Learning/Testing |
| Mac Mini M3 | ⭐⭐⭐⭐⭐ | 2-3h | 20W | €1,200 | Development |
| Cloud VPS | ⭐⭐⭐⭐⭐ | 1-2h | N/A | €3,600 | Enterprise |
| DIY Jetson | ⭐⭐⭐⭐ | 8-12h | 15W | €560 | Enthusiasts |
| ClawBox | ⭐⭐⭐⭐ | 5min | 15W | €720 | Production |
CPU: Quad-core ARM Cortex-A76 @ 2.4GHz
RAM: 8GB LPDDR4X
AI Acceleration: VideoCore VII (modest)
Storage: MicroSD (recommend 128GB+)
Power: 5W typical, 8W peak
Price: €90-120
Setup Difficulty: Medium
Response Time: 3-8 seconds
Max Concurrent Users: 1-2Pros:
- Ultra-low power consumption
- Excellent community support
- Affordable entry point
- GPIO for hardware projects
Cons:
- Limited RAM constrains model size
- Slow inference times
- MicroSD storage bottlenecks
- Single-user performance only
CPU: Apple M3 (8-core)
RAM: 16GB unified memory (24GB/32GB options)
AI Acceleration: 16-core Neural Engine
Storage: 512GB SSD (upgradeable)
Power: 20W typical, 40W peak
Price: €800-1,500
Setup Difficulty: Easy-Medium
Response Time: 0.3-0.7 seconds
Max Concurrent Users: 5-10Pros:
- Excellent performance/watt ratio
- macOS compatibility
- Professional build quality
- Low noise operation
Cons:
- High upfront cost
- Limited upgrade options
- ARM architecture limitations
- Requires macOS knowledge
CPU: Variable (typically 8-16 vCPU)
RAM: 32-64GB
AI Acceleration: NVIDIA A100/H100
Storage: NVMe SSD (1TB+)
Power: N/A (datacenter)
Price: €100-300/month
Setup Difficulty: Medium-Hard
Response Time: 0.2-0.5 seconds
Max Concurrent Users: 20-100+Pros:
- Massive scalability
- Latest GPU hardware
- No hardware maintenance
- Global deployment options
Cons:
- Ongoing monthly costs
- Internet dependency
- Privacy/security concerns
- Complex networking setup
CPU: 6-core ARM Cortex-A78AE @ 1.5GHz
RAM: 8GB LPDDR5
AI Acceleration: 1024-core NVIDIA Ampere GPU (67 TOPS)
Storage: MicroSD + NVMe (requires separate purchase)
Power: 7-15W
Price: €280-350 (excluding storage)
Setup Difficulty: Hard
Response Time: 0.5-1.0 seconds
Max Concurrent Users: 3-5Pros:
- Purpose-built for AI workloads
- Excellent power efficiency
- 67 TOPS AI performance
- ARM64 optimization
Cons:
- Complex setup process (8-12 hours)
- Limited documentation
- Requires CUDA knowledge
- Software ecosystem limitations
CPU: 6-core ARM Cortex-A78AE @ 1.5GHz
RAM: 8GB LPDDR5
AI Acceleration: 1024-core NVIDIA Ampere GPU (67 TOPS)
Storage: 512GB NVMe (pre-installed)
Power: 15W
Price: €399 (€360 with LAUNCH10)
Setup Difficulty: Minimal (5 minutes)
Response Time: 0.7 seconds
Max Concurrent Users: 3-5Pros:
- Zero-setup required
- Professional configuration
- Optimized performance
- Commercial support
- 512GB NVMe included
Cons:
- Higher cost than DIY
- Less customization flexibility
- Single hardware configuration
| Hardware | Cold Start | Warm Response | Tokens/sec |
|---|---|---|---|
| Pi 5 | 12s | 3.2s | 8 |
| Mac Mini M3 | 3s | 0.4s | 45 |
| Cloud A100 | 2s | 0.2s | 120 |
| DIY Jetson | 8s | 0.8s | 22 |
| ClawBox | 6s | 0.7s | 25 |
| Hardware | Power Draw | Perf/Watt Score |
|---|---|---|
| Pi 5 | 5W | 1.6 |
| Mac Mini M3 | 20W | 2.25 |
| Cloud VPS | N/A | N/A |
| DIY Jetson | 15W | 1.47 |
| ClawBox | 15W | 1.67 |
Raspberry Pi 5: [████████████████░░░░] 80% difficulty, 4-6 hours
Mac Mini M3: [████████░░░░░░░░░░░░] 40% difficulty, 2-3 hours
Cloud VPS: [████████████░░░░░░░░] 60% difficulty, 1-2 hours
DIY Jetson: [████████████████████] 100% difficulty, 8-12 hours
ClawBox: [██░░░░░░░░░░░░░░░░░░] 10% difficulty, 5 minutes
- Pi 5: Linux basics, Docker, patience
- Mac Mini: macOS, Homebrew, terminal comfort
- Cloud VPS: Networking, security, cloud platforms
- DIY Jetson: CUDA, ARM Linux, embedded systems
- ClawBox: Web browser usage
Hardware Cost + Setup Time + Operating Costs
Raspberry Pi 5:
€120 + €0 (self-setup) + €30 (power) = €150
Mac Mini M3:
€1,000 + €0 (self-setup) + €100 (power) = €1,100
Cloud VPS:
€0 + €0 + €2,400 (hosting) = €2,400
DIY Jetson:
€350 + €0 (self-setup) + €75 (power) = €425
ClawBox:
€360 + €0 (pre-configured) + €75 (power) = €435
Recommended: Raspberry Pi 5
- Cost-effective entry point
- Educational value in setup process
- GPIO access for IoT projects
Recommended: Mac Mini M3
- Best development experience
- Excellent performance
- macOS toolchain integration
Recommended: Cloud VPS
- Scalable infrastructure
- Professional support
- Global availability
Recommended: ClawBox
- Optimized for 24/7 operation
- Minimal maintenance required
- Professional configuration
Recommended: DIY Jetson or ClawBox
- Complete local processing
- No cloud dependencies
- GDPR compliance ready
- Assess your needs: Performance vs cost vs complexity
- Choose platform: Based on recommendations above
- Follow setup guides: Platform-specific instructions
- Configure OpenClaw: Model selection and optimization
- Test thoroughly: Ensure stable operation
For users wanting immediate results without technical setup: ClawBox - Pre-configured Jetson Orin Nano with OpenClaw optimized for production use.
Found an error or have additional benchmark data? Submit a PR with:
- Hardware specifications
- Performance test results
- Setup time estimates
- Cost calculations
Last updated: February 2026 Hardware prices and performance data verified as of publication date