A network load balancing method in a blade grouping chassis can be provided. The method can include detecting system conditions among blades coupled to a single blade grouping chassis. The method also can include maintaining a rotation of selected ones of the blades among which individual blades are selected for use in network load balancing inbound workloads. Finally, the method can include removing an individual blade from the rotation responsive to detecting a system condition in the individual blade indicative of an inability of the individual blade to support high availability in network load balancing. As such, the method further can include re-adding the individual blade to the rotation responsive to detecting a system condition in the individual blade indicative of an ability of the individual blade to support high availability in network load balancing.