Latency is the time elapsed between sending a request and receiving the response. It is described by percentiles (p50, p95, p99) rather than by the average, because a few very slow requests degrade the experience without changing the average much.
Example
p95 = 2.4 s: 95% of requests finish in 2.4 s or less.