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Ancient sources

The classic view of Domitian is usually negative, since most of the antique sources were related to the Senatorial or aristocratic class, with which Domitian had notoriously difficult relations. Furthermore, contemporary historians such as Pliny the Younger, Tacitus and Suetonius all wrote after his reign when his memory had been condemned to oblivion by the Senate. The work of Domitian's court poets Martial and Statius constitutes virtually the only literary evidence concurrent with his reign. Perhaps as unsurprising as the attitude of post-Domitianic historians, the poems of Martial and Statius are highly adulatory, praising Domitian's achievements as equalling those of the gods. The most extensive account of the life of Domitian to survive was written by the historian Suetonius, who was born during the reign of Vespasian, and published his works under Emperor Hadrian (117–138). His De vita Caesarum is the source of much of what is known of Domitian. Although his text is predominantly negative, it neither exclusively condemns nor praises Domitian, and asserts that his rule started well, but gradually declined into terror. The biography is problematic, however, in that it appears to contradict itself with regards to Domitian's rule and personality, at the same time presenting him as a conscientious, moderate man, and as a decadent libertine.

According to Suetonius, Domitian wholly feigned his interest in arts and literature, and never bothered to acquaint himself with classic authors. Other passages, alluding to Domitian's love of epigrammatic expression, suggest that he was in fact familiar with classic writers, while he also patronized poets and architects, founded artistic Olympics, and personally restored the library of Rome at great expense after it had burned down. De Vita Caesarum is also the source of several outrageous stories regarding Domitian's married life. According to Suetonius, Domitia Longina was exiled in 83 because of an affair with a famous actor named Paris. When Domitian found out, he allegedly murdered Paris in the street and promptly divorced his wife, with Suetonius further adding that once Domitia was exiled, Domitian took Julia as his mistress, who later died during a failed abortion. Modern historians consider this highly implausible however, noting that malicious rumours such as those concerning Domitia's alleged infidelity were eagerly repeated by post-Domitianic authors, and used to highlight the hypocrisy of a ruler publicly preaching a return to Augustan morals, while privately indulging in excesses and presiding over a corrupt court.

Nevertheless, the account of Suetonius has dominated imperial historiography for centuries. Although Tacitus is usually considered to be the most reliable author of this era, his views on Domitian are complicated by the fact that his father-in-law, Gnaeus Julius Agricola, may have been a personal enemy of the Emperor. In his biographical work Agricola, Tacitus maintains that Agricola was forced into retirement because his triumph over the Caledonians highlighted Domitian's own inadequacy as a military commander. Several modern authors such as Dorey have argued the opposite: that Agricola was in fact a close friend of Domitian, and that Tacitus merely sought to distance his family from the fallen dynasty once Nerva was in power.

Tacitus' major historical works, including The Histories and Agricola's biography, were all written and published under Domitian's successors, Nerva (96–98) and Trajan (98–117). Unfortunately, the part of Tacitus' Histories dealing with the reign of the Flavian dynasty is almost entirely lost. His views on Domitian survive through brief comments in its first five books, and the short but highly negative characterization in Agricola in which he severely criticizes Domitian's military endeavours. Nevertheless, Tacitus admits his debt to the Flavians with regard to his own public career. Other influential 2nd century authors include Juvenal and Pliny the Younger, the latter of whom was a friend of Tacitus and in 100 delivered his famous Panegyricus Traiani before Trajan and the Roman Senate, exalting the new era of restored freedom while condemning Domitian as a tyrant. Juvenal savagely satirized the Domitianic court in his Satires, depicting the Emperor and his entourage as corrupt, violent and unjust. As a consequence, the anti-Domitianic tradition was already well established by the end of the 2nd century, and by the 3rd century, even expanded upon by early Church historians, who identified Domitian as an early persecutor of Christians, such as in the Acts of John.