Organic single crystals with excellent optical and electrical properties are critical for the development of organic optoelectronics. Herein, two compounds 9,10‐bis([N,N‐diphenyl]‐4′‐phenylethynyl)anthracene (TPA‐An) and 9,10‐bis([1′,3′‐diphenyl]‐5′‐phenylethynyl)anthracene (TBA‐An) are synthesized by introducing two different luminescent groups, triphenylamine and 1,3‐diphenylbenzene, at the 9,10 positions of anthracene via triple bond connection. Single crystals based on TPA‐An and TBA‐An with a ribbon morphology obtained through the slow solvent‐evaporation method exhibit high photoluminescence quantum yields (PLQYs) of 98% and 99% at room temperature, and remarkable hole mobilities of 0.45 and 0.15 cm2 V−1 s−1 in single‐crystal organic field‐effect transistors (SC‐OFETs). Furthermore, UV phototransistors based on the two single crystals obtain photosensitivities of 1.03 × 103 and 3.45 × 104, ultrahigh photoresponsivities of 7.19 × 105 and 1.50 × 105 A W−1, and the detectivities exceeding 1.40 × 1016 and 1.60 × 1017 Jones.