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What’s the best way to store 5-10TB of data if I only need to access it every couple months?

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would you be upset if that data disappeared? if so, then i'd recommend a NAS that supports at least RAID1.

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Yes. I am talking my video footage.

You could build a NAS, but a simple solution is to use Synology or QNAP. I've used both over the years. Both work well.

Nice thanks. Will look into that

Second this. Synology has some really good products.

Slightly retro, but Blu-ray?

Won’t work since I need to access the video files every now and then to edit

Not sure why, but it would be a clunky solution.

A permanent storage media such as Blu-ray could last centuries.

A NAS will last a decade if your lucky.