Many fans who lived through the carnage will be there, including some still being treated for their injuries. But one told AFP he was unsure if he could bear to go, even though he has tickets to see the American band.
"I want to go," said Guillaume Munier, who escaped the gunmen with a friend by hiding in a tiny upstairs toilet for two hours. "I'm going to at least go to the Olympia, but I really don't know if I'll be able to go inside," he added. "I don't know if I'll have the strength."
Another survivor, Helene, said she is not at all worried and hopes it will help bring her closure.
"It will allow me to finish the concert," she said, referring to the fateful gig at the Bataclan on November 13th.
Jihadists killed 130 people and injured hundreds more in a series of coordinated gun and suicide bomb attacks across Paris that night.
Most died at the Bataclan, after the Californian band had begun their set.
Munier, 29, will never forget the moment when the gunmen came in shooting as he and a friend stood on the balcony watching the band play.
"When the shooting started, we looked for a way out," he said. "We started down the stairs but then we saw that people were falling below so we ran back upstairs.
"I couldn't see an exit there, so I thought we should go on the roof but I couldn't find a way to get there either," he added.
"Then as I was running around, I happened upon the bathrooms - they were too small to be toilets for the public so they must have been for the employees."
Munier and his friend wedged themselves inside and turned off the lights. In the toilet next to them was a father and his son, he said. They stayed there for the next two hours until they were rescued by a French SWAT team.
"My only fear was that they would open the door," Munier said. "We could hear them as they walked in front of us, but they never shot directly at the doors.
"We knew they would be looking for survivors to shoot so we told ourselves to stay put," he said. "We're lucky we did because when we were rescued, we saw bodies in front of the doors."
Munier, a radio producer, had been to the Bataclan for gigs many times before. But it was the first time he had seen Eagles of Death Metal, one of his favourite bands.
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Although he has been able to go out to bars and restaurants with friends, he is still worried about being confined in one room with thousands of people.
The attack has left him fearing loud noises, and now, wherever he goes, he looks to make sure he can see an exit.
"The Olympia will be my first concert since the Bataclan, if I am able to go," Munier said. "At the same time, the goal is to go so that I can go back to my life.
"I like the symbolism of going but I will not risk fainting just to say I was there. It's not about whether we go or don't go -- it's not going to lessen the tribute we pay to the victims," he insisted.
"They'll be a lot of people who won't go to the concert because it'll be too soon," Munier added. "And they'll be others who will never be ready. Everybody has to go at their own pace," he said.