Rane too earlier in the day rubbished the talk.
The denial came in wake of television channels showing pictures of both Rane and Fadnavis in the same vehicle which was reportedly on its way to BJP President Amit Shah's residence in Ahmedabad last night.
Talking to reporters here, Rane admitted being in Ahmedabad last night but denied reports that he met Shah along with Fadnavis.
"There is something wrong in the pictures. They are not true," he said.
"The media is only indulging in kite-flying," Fadnavis told PTI, when asked to comment over the media reports.
Rane said there is no talk of him quitting the Congress.
"There is no proposal or discussion to quit the Congress as yet. When I take such a decision, I will speak out," he said.
The former Maharashtra CM said his disillusionment is out of the need for the Congress party to be strong and win the next elections.
In a jibe at Maharashtra Congress president Ashok Chavan, Rane said he has never demanded that Chavan be replaced. "How can I ask for replacement of someone is doing such a brilliant job."
When asked about his son Nilesh Rane leaving no opportunity to target Chavan, Rane said, "Nilesh is a former MP and has a voice of his own. He can have different views."
The Konkan leader also said there was an offer from BJP in 2014 to him to join the party.
Rane said he has travelled with Fadnavis on two occasions earlier.
"I was in Ahmedabad yesterday for personal work but did not meet anybody. I was back in Mumbai this morning at 6.45 AM. If I wanted to quit the Congress, I would not have met anybody. I will take a decision directly and my meeting with Fadnavis and Shah would have remained a secret," he said.
Rane said he had a personal meeting at a hotel in Ahmedabad.
"I don't go out after 10.30 pm so there is no question of me meeting Shah at night. Does any one have a video grab of me stepping out of Shah's house. Recently BJP minister Jaykumar Raval met me at my Kankavli home. Will I discuss joining BJP with him sitting in my living room," he asked.
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