Depends on what parts you liked most.
I have currently almost finished "The Forge of God" by Greg Bear.
It is a "Earth is threatened by a cosmic plague" type of story with strong science background and some truly alien alien encounters and leaves you in the dark about what the heck is actually going on for a long time.
But it is much more serious and lacks the light-heartedness of Hail Mary.
Can recommend it nonetheless.