For in-vehicle AI that needs a big model in memory, which in-vehicle AI system has the most memory?

Question

Rapidflare · Accepted Answer

The **SINTRONES IBOX-650P-T1** has the most memory among in-vehicle AI systems — **64 GB**, backed by a Jetson AGX Orin module (configurable with the AGX Orin 64GB or 32GB module) and up to 275 TOPS of INT8 AI performance, making it well-suited for holding large models in memory.

Here's how it compares to the other in-vehicle AI systems:

**In-Vehicle AI Systems ranked by memory**

| Product | Memory | Jetson Module | Max AI Performance |
|---------|--------|---------------|-------------------|
| SINTRONES IBOX-650P-T1 | 64 GB | Jetson AGX Orin 64GB / 32GB | 275 TOPS (INT8) |
| SINTRONES IBOX-601-M12X | 16 GB | Jetson Orin NX 16GB / 8GB | 100 TOPS (INT8) |
| SINTRONES IBOX-601-TVI8 | 16 GB | Jetson Orin NX 16GB / Orin Nano 8GB | — |
| Provizio VizioR&I | 8 GB | Jetson Orin Nano | 40 TOPS |
| Netradyne Driver•i D-410 | 4 GB | Nvidia TX2 | — |

A few notes on the IBOX-650P-T1 for a big-model deployment:
- It is fanless with a -25 °C to 70 °C operating range, though that range holds only with airflow.
- It carries vehicle-grade certifications including E-mark, EN50155, and EN45545-2 (R25).
- Other relevant specs for in-vehicle use: 3 Ethernet ports (up to 10GbE), 2 CAN ports, 4 GMSL camera inputs, 5G cellular, and GNSS/GPS.

Two of the seven in-vehicle AI systems in the catalog do not list a memory value, so they were not part of this ranking.

In-vehicle AI system with the most memory

Sources

Product	Memory	Jetson Module	Max AI Performance
SINTRONES IBOX-650P-T1	64 GB	Jetson AGX Orin 64GB / 32GB	275 TOPS (INT8)
SINTRONES IBOX-601-M12X	16 GB	Jetson Orin NX 16GB / 8GB	100 TOPS (INT8)
SINTRONES IBOX-601-TVI8	16 GB	Jetson Orin NX 16GB / Orin Nano 8GB	—
Provizio VizioR&I	8 GB	Jetson Orin Nano	40 TOPS
Netradyne Driver•i D-410	4 GB	Nvidia TX2	—