I’d mention VictoriaMetrics as a long-term storage option for Prometheus:

• It is easy to configure and operate
• It is fast
• It is optimized for high cardinality
• It supports PromQL
• It has much better on-disk data compression comparing to other solutions
• It scales vertically and horizontally with open-source single-node and cluster versions.