High elves are longer lived than other elven races.
Average dunmer live to be about 150. Bran-shei is about 195 and is less than middle aged, but that's probably because of his bloodline.
I'd assume that most altmer live to be about 600 or so (because of Phynaster and their culture's value of racial purity). Altmer living to be a millenium isn't that outrageous, but I'd say it's not common.
In De Rerum Dirennis , Vorian Direnni is 611 and he is old. And in the same book, it states Medora Direnni (advlt and active in 3E 417) has her grandfather Jovron Direnni (advlt and active at least from 3E 154- 3E 200). That is about 260 years. And Jovron has his great-great-grandfather Pelladil Direnni (advlt and active at least around 2E 230). That is about 820 years. So in averange the Dirennis takes about 160 years to generate a new generation, and it seems ok to assume each generation can live to 500-600 years. (Just like a noble man takes 15-20 years to have his own child and he can live to at least 50-60)
But the Dirennis are noble Altmers. Consider the differences between the lifespan of a commoner Dunmer to a noble Dunmer, which is about 160 to 400-500 (Barenziah is over 400 and she is considered old). If the ration is the same, as all commoners live harder and more dangerous lives than nobles, then we will have the Altmer commoners live to about 200 years. Then we plus the magical affirnity, pure blood and better living environment of Summerset Isles than Morrowind, and the 10% from Phynaster steps(20-100 years) we can extend the commoner lifespan to at least 300 years, but of course never reach 500-600 years of noble lifespan.