Neill is out of contract in the summer and could be set on leaving the Hammers.
The 31-year-old is reluctant to take a cut on his £60,000-a-week contract and it is believed Olympiakos could match his salary.
West Ham boss Gianfranco Zola is keen for Neill to extend his contract with the club.