It depends on what you do with it. If you're looping through the entire array it might be a bit taxing, that's a million cells to check.
There may be more efficient ways to store the data. Again it depends on your use.
I've made a parser that uses arrays with 100k+ cells, it performs operations pretty much instantly for me.