# EdgeAIStack

> Vendor-neutral engineering resource for edge AI hardware. Choose and size the right platform (Jetson, Hailo, Coral, RK3588) for a camera-AI deployment, then size compute, memory, storage, network, power and total cost. All figures are dated mid-2026; manufacturer specifications are kept distinct from EdgeAIStack planning estimates. Experimental machine-readable index — no ranking claims.

## Engines
- [Hardware Selector](https://edgeaistack.ai/engines/hardware-selector/): Rank the best-fit edge AI platform from task, cameras, resolution, power and environment.
- [System Designer](https://edgeaistack.ai/engines/edge-ai-system-designer/): Size a full deployment — compute, memory, storage, network, power, cost — with a bottleneck stress test.
- [Module Power Calculator](https://edgeaistack.ai/engines/module-power-calculator/): Estimate module TDP and thermal headroom across Jetson power modes.
- [Power Budget](https://edgeaistack.ai/engines/power-budget/): Size PoE switch and total power draw for a multi-camera deployment.
- [Storage Endurance](https://edgeaistack.ai/engines/storage-endurance/): Match drive TBW to write rate and retention for 24/7 recording.
- [Memory Estimator](https://edgeaistack.ai/engines/memory-estimator/): Check model + pipeline fit in VRAM and system RAM.
- [Network Bandwidth](https://edgeaistack.ai/engines/network-bandwidth/): Estimate bandwidth for a camera set by codec and resolution.
- [Deployment Cost](https://edgeaistack.ai/engines/edge-ai-deployment-cost/): Itemized BOM with cost-per-camera breakdown.
- [All engines](https://edgeaistack.ai/engines/): Full list including Stream Calculator, GPU Sizing, Inference Estimator and Full Deployment Planner.

## Platforms & specifications
- [Specifications reference](https://edgeaistack.ai/blog/edge-ai-hardware-specifications-reference/): TOPS, power, memory and interfaces for every indexed platform.
- [Edge AI hardware guide](https://edgeaistack.ai/blog/edge-ai-hardware-guide/): Decision framework across platforms, power, storage and cost.
- [Platform catalog (hub)](https://edgeaistack.ai/platforms/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Jetson Orin Nano Super](https://edgeaistack.ai/platforms/jetson-orin-nano-super/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Jetson Orin Nano 8GB](https://edgeaistack.ai/platforms/jetson-orin-nano/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Jetson Orin NX 16GB](https://edgeaistack.ai/platforms/jetson-orin-nx-16gb/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Jetson AGX Orin 64GB](https://edgeaistack.ai/platforms/jetson-agx-orin-64gb/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Jetson Thor T5000](https://edgeaistack.ai/platforms/jetson-thor-t5000/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Jetson T4000](https://edgeaistack.ai/platforms/jetson-thor-t4000/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Hailo-8](https://edgeaistack.ai/platforms/hailo-8/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Hailo-8L](https://edgeaistack.ai/platforms/hailo-8l/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Hailo-10H](https://edgeaistack.ai/platforms/hailo-10h/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Google Coral Edge TPU](https://edgeaistack.ai/platforms/google-coral-edge-tpu/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.
- [Rockchip RK3588](https://edgeaistack.ai/platforms/rockchip-rk3588/): Specs, hedged mid-2026 pricing, sizing fit and decision guidance.

## Reference architectures
- [Reference architectures hub](https://edgeaistack.ai/reference-architectures/)
- [SMB 4-camera budget build](https://edgeaistack.ai/reference-architectures/smb-4-camera-budget-edge-ai/)
- [Retail 8-camera edge AI](https://edgeaistack.ai/reference-architectures/retail-8-camera-edge-ai/)
- [Smart city 16-camera traffic AI](https://edgeaistack.ai/reference-architectures/smart-city-16-camera-traffic-edge-ai/)
- [Warehouse safety AI](https://edgeaistack.ai/reference-architectures/warehouse-safety-forklift-edge-ai/)

## Guides
- [Jetson Orin Nano vs Orin NX](https://edgeaistack.ai/blog/jetson-orin-nano-vs-orin-nx-2026/)
- [Jetson Orin Nano vs Hailo-8](https://edgeaistack.ai/blog/jetson-orin-nano-vs-hailo-8-2026/)
- [Jetson vs Google Coral TPU](https://edgeaistack.ai/blog/jetson-vs-coral-tpu/)
- [Best edge AI kits 2026](https://edgeaistack.ai/blog/best-edge-ai-kits-2026/)
- [Jetson power consumption](https://edgeaistack.ai/blog/jetson-orin-nano-power-consumption/)
- [Jetson power modes: 5W vs 7W vs 15W](https://edgeaistack.ai/blog/jetson-orin-nano-power-modes-5w-vs-7w-vs-15w/)
- [PoE switch sizing for 8 cameras](https://edgeaistack.ai/blog/poe-switch-power-budget-8-cameras/)
- [Best SSD for 24/7 recording](https://edgeaistack.ai/blog/best-ssd-24-7-video-recording-2026/)
- [Thermal design: heatsinks & airflow](https://edgeaistack.ai/blog/edge-ai-thermal-design-heatsinks-airflow-and-deployment/)
- [RAM sizing for edge inference](https://edgeaistack.ai/blog/ram-sizing-edge-inference/)
- [All guides](https://edgeaistack.ai/blog/)

## API & agents
- [API, MCP & OpenAPI docs](https://edgeaistack.ai/api/): Call the sizing engines from code or AI agents.
- [OpenAPI 3.1 spec](https://api.edgeaistack.ai/api/v1/tools/openapi.json): Machine-readable tool definitions (recommend_platform, design_system, calculate_streams, estimate_bandwidth, estimate_power, estimate_storage).

## Methodology & about
- [Methodology](https://edgeaistack.ai/methodology/): How the sizing numbers are derived.
- [About](https://edgeaistack.ai/about/)