The dual goals of seeking tax efficiency and minimizing tracking error against a benchmark are often at odds with each other. An attempt to reduce the tax burden on a portfolio often simultaneously increases portfolio tracking error. Navigating the appropriate course between tax efficiency and tracking error, while still generating added value, requires careful consideration of such issues as portfolio structure, benchmark choice, and investment philosophy.