Your question is confusing. Are you talking about the core gamers or the core games they play? Let me answer both. And i will also be assuming you mean "Hard' Core Game/r.
Core Games--There are two ways a game is a core game. Either they begin life as such, or they become core games. Let's take Resident Evil 5 as an example. From the very first announcement that this game is in production, it was considered a core game title. Why? Because it had pedigree. Capcom, Nintendo, Sony, Microsoft, Sega, it's a series title, it's predecessors sold hella, movies, action figures, accolades for miles. The devolpers knowing this, and the fans knowing this, it's an instant core game. The game may reach mediocre sales and bad reviews, but by rule of literal, the game is a core game.
A game that may become a core game is one that the gaming community dubs a core game--meaning that the status of "Core" is received. For instance the original Donkey Kong. It had no pedigree to speak of, no specific demographic, no prior installment to fall back on, just simply a game that became a core game by the whims of what the core gaming community had bestowed to it. Tetris is another example of this happening. What was tetris made for but just a puzzle game. It became a core game when the community of gamers saw far more than what the game was, and it became what it is. We can take a game like candy crush and look down at it as nothing more than a cash cow. But what happens when there are gamers who are smart enough to make the game count. By that, I mean it becomes more than a time consumer, perhaps the best players in the world are competeting for the best record. Yet, Candy Crush is not a core game. Why? Because the overall consensus by the gaming community is that Candy Crush is not a core game.
Core Gamer--This one follows along with a game being a core game or not. That is because Core Gamers decide what core games are.
First off, i just want to say, to be a core gamer, you don't have to play games all the time. There's a difference between bieing a gamer and being an addict. Addiction does not equal Core Gamer. There are requirements to be a core gamer.
1. You must want to play games. You don't have to play everyday, but you want to play games in the future. There must be an emphasis on having the urge to play games. Me, knowing that Star Fox is coming out this year and wanting to buy that game and play it, makes me core. I may not want to play games everyday, but I will want to play more.
2. You must be knowledgeable about games. You may want to play games and you may buy games all the time, but you're not a core gamer if you are not a knowledgeable gamer. A gamer who games every game, is not a core gamer, that again is just addiction. Think about voting. Does the voter become a expert politician just by merit of voiting, or are they just some participants in an action. That in turn can be applied to gamers. Does the 11 year old cousin who is great at Call of duty a core gamer, or a casual participant in the action of playing call of duty. Core gamers know about games and that's a credit to core gamers. You may not know everything in the world about games, but you are a gamer who can put a good understanding of what a game is in other context than what is presented on screen. Sorry, but you're 11 year old cousing killing me at Call of duty is not a core gamer. He's still a gamer, but not a core gamer. They may be calling me a noob at that game, but overall gaming, they're the noobs. And until they have more knowledge gaming, they'll only be gamers.
and...that's it, I guess. If I'm missing something, please fill me in at what I may have gotten wrong.