Aerogels with reversible compressibility and adjustable electronic property are critical in the fields of pressure sensing and organic absorbing. However, the practical applications are usually limited by the narrow detective pressure range and poor durability. Here, we report facile synthesis of [email protected] pyrolytic carbon (PyC) nanofibers aerogels ([email protected] PyC NFAs) that are simultaneously superelastic and mechanically strong. The sample with ultralow density of 40 mg cm−3 can recover completely from 90% strain and exhibits high compressive stress up to 2 MPa. This is mainly owning to good connections among the SiC nanofibers by rich PyC nodes in the network. Viscoelasticity of the [email protected] PyC NFAs is immune to frequency (1–100 Hz) and temperature (−120 to 300 °C). In addition, the [email protected] PyC NFAs exhibit stable and sensitive resistance response, as well as the capacity to rapidly absorb various organic solvents. These attractive features render the [email protected] PyC NFAs promising candidates for applications as damping or pressure sensors in harsh environments.