In 2009, the Sunday Times Rich List reported that his wealth declined £265 million to £195 million due to the credit crunch.[6] In September 2011, his wealth had rebounded to £300 million.[7]
In September 2011, he and his wife Catherine Anspach, with whom he has three sons, announced their divorce. The divorce settlement was estimated at more than £160 million.[8] He married his husband Ebs Burnough in 2019.[9] They live between Monaco, London, Hampshire and New York.[10] His fourth child was born in 2020.[11]
In November 2011, Lagrange sued the Knoedler gallery, New York, for selling him a fake Jackson Pollock painting.[12]
He owned the Grade II listed Woodperry House in Oxfordshire, before downsizing in 2006 to a country house in Hampshire.[13] In August 2011 he also reportedly sold a house at 17 Kensington Palace Gardens to the Russian-born billionaire Roman Abramovich, for £90 million.[14]
Lagrange spoke of his opposition to Brexit in a 2019 interview with the Financial Times, characterising the 2016 vote as a "red herring" compared to wider problems facing the UK.[15]