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The useful split isn't by time, it's by data class — your "churn that isn't real data" observation is the key:
Separate repositories for real data vs. app state. Databases, logs, container images, caches in one repo with aggressive expiry; documents, photos, configs in another with long retention. Then "how long" becomes easy per class instead of one uncomfortable compromise.
For the churn class, a sane baseline with restic:
Reasoning: most restores are "it broke today/yesterday" — dailies cover those. Weekly+monthly exist for "the corruption was already there and I didn't notice" (ransomware, a bad deploy 5 weeks ago, silently-degraded RAID). Yearly is only worth it for truly irreplaceable data.
Two things worth checking on the borgbase side:
restic forgetwithout--prune(orborg prunevsborg deletesemantics) marks snapshots but never frees repo space. Plenty of people run forget for years and wonder why the repo is full."Keep forever" mostly comes from cheap snapshot storage, but with churn-heavy data old daily snapshots are exactly where dedup saves you the least — the churn is your storage cost there.