Are startup investment gains considered long term capital gains?

This depends on how long you hold the investment. In the US, if you hold an investment for longer than a year, you can receive the benefit of a reduced tax rate your investment gains because the gains would be considered long term capital gains.

Please note: This is for informational purposes only. Do not take this as tax advice. Please check with your tax advisor.