Add the flour and stir constantly for 2 minutes. Add the stock, water, broccoli stalks and half of the broccoli florets. Simmer for 30 minutes, stirring occasionally.
Blend using a stick mixer until the soup is thickened and there are no visible lumps. Add the cream, remaining broccoli florets, salt and pepper and simmer for 5 minutes.