Ethereum (referring here to the PoW chain, which isn't going anywhere anytime soon regardless of how the PoS transition goes) is getting dangerously close to this point. Syncing a full history archive node (which you will need if you want to have proper independence) from scratch took us close to half a year, with a recent high/mid-range 4c8t desktop CPU, 64GB RAM, ~500Mbps network, and NVMe SSD. Took us around 1-2 months on a dedicated Xeon server with striped Samsung enterprise NVMe drives in a colo with effort spent on tightening software, kernel, and filesystem parameters. IO and context switching seemed to be the bottlenecks. That was ~2 years ago. Storage requirements for this is now >4TB. This is still doable, but expensive.
Other chains, like BSC, are even worse than this which results in the de-facto centralisation that anti-big-blockers were so insistent about during the segwit saga. After the experiences above I have a little bit more sympathy for that stance.