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How fast it is

One fastmm-live session trading on Binance for 17 hours 44 minutes, through a full US trading day: five accounts on one 4 vCPU VM (2 physical cores) in the exchange's region, so the engine and the five network threads share cores (Cores). The engine alone: Benchmarks.

Market data to order

From the market-data packet read (T0) to the order handed to the network thread (T5) (latency intervals):

Stage Count p50 p99 p99.9
Decode (T0 to T1) 123,649,985 0.54 µs 3.2 µs 11.3 µs
Book apply (T1 to T2) 123,649,985 0.83 µs 14.3 µs 45.1 µs
Strategy (T2 to T3) 123,649,985 1.3 µs 3.1 µs 12.3 µs
Serialize (T3 to T4) 965,644 1.5 µs 51.2 µs 65.5 µs
Send (T4 to T5) 1,228,909 2.3 µs 12.3 µs 24.6 µs
Tick to trade (T0 to T5) 1,048,711 8.7 µs 65.5 µs 102.4 µs

On the wire

From T0 to the signed, TLS-encrypted order written to the socket, per account:

Account Orders p50 p99
1 241,261 25.6 µs 81.9 µs
2 240,582 37.5 µs 136.5 µs
3 241,127 39.3 µs 136.5 µs
4 242,098 39.3 µs 136.5 µs
5 240,909 39.3 µs 136.5 µs

Load

Market-data messages 418 million, about 6,500 a second, 0 dropped
Engine events 135 million
Orders 763,349 placed, 759,912 cancelled
Rate-limit refusals 0
Reconnects 0
Kills 0

Four days of live trading on the same setup: 1.0 billion market-data messages, 2.5 million orders placed and 2.5 million cancelled.