A series of thermally activated delayed fluorescence (TADF) exciplex based on the TX-TerPy were constructed. The electronic coupling between the triplet local excited states (
3
LE) of the donors and acceptor and the charge transfer states had a great influence on the triplet exciton harvesting and Φ
PL
. Herein, based on this strategy, three donor molecules TAPC, TCTA, and m-MTDATA were selected. The local triplet excited state (
3
LE) of the three donors are 2.93, 2.72 and 2.52 eV in pure films. And the
3
LE of TX-TerPy is 2.69 eV in polystyrene film. The energy gap between the singlet charge transfer (
1
CT) states of TAPC:TX-TerPy (7:1), TCTA:TX-TerPy (7:1) and the
3
LE of TX-TerPy are 0.30 eV and 0.20 eV. Finally, the Φ
PL
of TAPC:TX-TerPy (7:1) and TCTA:TX-TerPy (7:1) are 65.2 and 69.6%. When we changed the doping concentration of the exciplex from 15% to 50%, the ratio of the triplet decreased, and Φ
PL
decreased by half, perhaps due to the increased energy gap between
1
CT and
3
LE. Therefore, optimizing the
1
CT,
3
CT, and
3
LE facilitated the efficient exciplex TADF molecules.