Hello Khushboo.
The first things that come to my mind are:
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The topic is closed.
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The category in which the topic belongs has special permissions (because “Though I can see the reply button being a host.”)
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A theme component causes the issue.
Are you willing to share, publicly or privately, the topic in which the reply button is hidden?