No, the carrying capacity of an ecosystem is not the same for all species. Each species has unique ecological requirements and limitations, so their populations will be able to reach different levels within the ecosystem before the carrying capacity is reached. Different species will also interact with each other in different ways, affecting their ability to thrive within the ecosystem.
