It may be preferred in certain embodiments of the cetane improver to include as additional additives one or more plant oil extracts such as oil extract of vetch and/or thermal stabilizers such as jojoba oil, or to use as a cetane improving fuel additive an additive combination suitable for use in gasoline, diesel, or other hydrocarbon fuels as described in the preferred embodiments herein.