When the number of vectors reaches the tens of millions or even billions, or when high-concurrency low-latency online service is required, the engineering advantages of dedicated vector databases are hard for single-machine pgvector to match; conversely, when the data scale is within a million and query QPS is not high, the simplicity of having pgvector in the same database as business data is often more valuable.