Close on the formula, but not quite. After every 2000 points, the cost between each upgrade increases. For the first, it's 2 per point, then 4 per point, and then 6 per point shortly after you break the 12k per point mark (this should also continue higher and higher as we level up more and more). The costs just keep scaling up.