What a Snowflake ID generator is for
Snowflake-style IDs are designed for distributed systems that need unique identifiers without a central database sequence. Instead of using a purely random value, a Snowflake generator combines time with machine-specific and per-millisecond sequence data. That means the generated IDs can remain unique while still sorting in chronological order.
That behaviour is why Snowflake IDs are used in logs, event streams, feeds, queues, developer APIs, and application storage layers. A best-in-class Snowflake ID generator therefore needs to do more than output numbers. It should let users generate practical batches, inspect timestamp and worker parts, and decode an existing Snowflake ID back into the information it contains.