Hailo-10H for Edge AI — Specs, Sizing & Deployment Fit
Last updated: August 2026
Hailo’s higher-capacity M.2 accelerator: 20 TOPS with 8 GB of on-module memory, which lifts multi-stream and larger-model ceilings that constrain the memory-less Hailo-8 — still at single-digit watts and passive cooling..
Planning Takeaway
Hailo’s higher-capacity M.2 accelerator: 20 TOPS with 8 GB of on-module memory, which lifts multi-stream and larger-model ceilings that constrain the memory-less Hailo-8 — still at single-digit watts and passive cooling.
Specifications
| Spec | Value |
|---|---|
| Compute | 20 TOPS (dataflow architecture) |
| Memory | 8 GB on-module |
| Power | 1–5 W |
| Est. planning capacity | ~8 concurrent 1080p detection streams (host-dependent) |
| Cooling | Passive |
| Form factor | M.2 Key M (2242/2280), PCIe Gen3 x4 (host required) |
| Runtimes / precisions | HailoRT / Hailo SDK · INT8 |
| Indicative price | ~$130 (accelerator only, as of mid-2026) |
Sizing Fit
Fits multi-camera add-in deployments on existing hosts where the Hailo-8’s stream ceiling or lack of on-module memory binds — NVR upgrades, industrial PCs, higher-density Frigate builds.
- Hailo-8 vs 8L vs 10H: the family decision framework — Comparison
- Best hardware for Frigate NVR — Guide
- Edge AI starter kits compared — Guide
Decision Framework
Choose the Hailo-10H if:
- You want accelerator-class power draw but ~8-stream planning capacity.
- On-module memory matters: larger models and stream buffers without leaning on host RAM.
- You are standardizing on the Hailo toolchain across mixed capacities.
Choose a sibling instead if:
- Hailo-8 — proven default at ~$200 when ~4 streams suffice.
- Jetson Orin NX 16GB — you need a self-contained multi-camera node with tracking and multi-model headroom.
Frequently Asked Questions
How much does the Hailo-10H cost?
Around ~$130 (accelerator only) as of mid-2026. As with all M.2 accelerators, host-system cost, power, and video decode are separate.
What does the Hailo-10H’s on-module memory change?
The 8 GB on-module pool holds larger models and stream state locally instead of round-tripping host RAM — the main reason its planning capacity (~8 streams) roughly doubles the Hailo-8’s despite similar raw TOPS.
Hailo-10H vs Hailo-8 — which for a new build?
The 10H when stream count or model size is expected to grow — more capacity per watt and per dollar on current pricing. The Hailo-8 remains a proven, widely integrated default for ~4-stream detection.