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Any stories you've heard about websites enabling CF to survive DDoS were not on the free tier, guaranteed.
Please re-read the description for the free tier. Here's what "DDoS protection" means on free tier:
Will they use some of their capacity to minimize the DDoS effects for their infrastructure? Sure, I mean they have to whether they like or not, since the DNS points at their servers. But will they keep the website going for Joe Freeloader? Don't count on that. The terms are carefully worded to avoid promising anything of the sort.
They also say "Cloudflare DDoS protection secures websites and applications while ensuring the performance of legitimate traffic is not compromised.", with a tick to indicate this is included in the Free tier.
You are honestly the first person I've heard complain about Cloudflare failing to protect against DDoS attacks. However, I have no doubt that not having Cloudflare, I would fare no better. So still seems worthwhile to me.