Holly-Tone does mention evergreens in their product label. However, they also mentioned that the formula of the fertilizer works best for acid-loving plants. As mentioned by the manufacturer on their website, you should opt for the Plant Tone since arborvitaes and Boxwood are not acid-loving evergreens.