Random load balancing simulator. The load balancer selects one of four servers uniformly at random for each request. A history strip shows recent picks and the stats track how the actual distribution converges toward a uniform 25 percent per server as more requests arrive.

Client Incoming Load balancer Uniform random p = ¼ per server Server 1 Handled: 0 Server 2 Handled: 0 Server 3 Handled: 0 Server 4 Handled: 0
Recent picks (last 20)
No picks yet — send a request to start
800 ms
Total requests
0
Max deviation from 25%
Actual vs target (25%)
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