equivalent to log10(2^24) ≈ 7.225 decimal digits
Wikipedia
Precision: 7 digits
MSDN
It's really only 23 bits in the mantissa (there's an implied 1, so it's effectively 24 bits, but the 1 obviously does not vary). This gives 6.923689900271567 decimal digits of precision, which is not quite 7.