Wow, that's a very impressive score!! I myself struggle to get much higher than around ~2500. Fair if you think it got a bit boring towards the end, new enemy types stop spawning after a while.
There is definitely saving in the online version - as long as you use the same computer and browser, your unlocks and high scores should save.