How much network latency is between you and the load balancer, and between the load balancer and the web servers? Normally, the initial TLS connection should be around 4 * the network latency, and subsequent requests should be very close to the network latency.
Give httping [0] a try for benchmarks.
[0]: https://www.vanheusden.com/httping/