We study the Seebeck and Nernst effects in the complex honeycomb (CHC) model, where atoms are attached to each edge of the hexagon, with corresponding to graphene. When and , the energy band structure exhibits a sombrerolike structure near the Fermi energy (), and the transmission coefficient plateaus are . The peak height of the Seebeck coefficient satisfies the relation . In contrast, for and , the energy band structure forms a Dirac cone near the Fermi energy, with a flat band at , while the transmission coefficient plateaus are and the system exhibits insulation. Here, the peak height of the Seebeck coefficient follows the relation . We find that larger Seebeck coefficients and Nernst coefficients are obtained when is odd. At the same time, the Seebeck coefficient exhibits two additional positive and two additional negative peaks. Due to the flat band, the peak near has an opposite sign compared to the other peaks. Unlike the lattice structure when is even, the Nernst coefficient for odd does not exhibit a peak at the Fermi energy due to the presence of the band gap.