Some historians believe that Cleopatra and Antony did genuinely love each other, and that their relationship was not merely a political alliance. They point to the fact that Cleopatra was willing to risk her own kingdom to support Antony, and that Antony was known to have been deeply affected by Cleopatra's death. They also argue that the two shared a deep intellectual connection and enjoyed spending time together.
Others believe that any love between Cleopatra and Antony was secondary to their political ambitions. They point to the fact that both leaders were known to be calculating and manipulative, and that they both had a history of using their personal relationships for political gain. They also argue that the two leaders had very different personalities and values, and that it is unlikely that they would have been truly compatible.
Ultimately, it is impossible to say definitively whether Cleopatra and Antony loved each other. The true nature of their relationship is a matter of interpretation, and there is evidence to support both the view that they did love each other and the view that their relationship was primarily political.