Jonathan Strange and Mr. Norrell (2004) by Susanna Clarke (7 awards)
American Gods (2000) by Neil Gaiman (6 awards)
A Deepness in the Sky (1999) by Vernor Vinge (6 awards)
Air (2004) by Geoff Ryman (5 awards)
Cloud Atlas (2004) by David Mitchell (5 awards)
The Diamond Age (1995) by Neal Stephenson (5 awards)
The Lincoln Lawyer (2005) by Michael Connelly (5 awards)
Perdido Street Station (2000) by China Miéville (5 awards)
The Scar (2001) by China Miéville (5 awards)
The Time Ships (1995) by Stephen Baxter (5 awards)
Beggars in Spain (1991) by Nancy Kress (4 awards)
Bone Dance (1991) by Emma Bull (4 awards)
Bootlegger's Daughter (1992) by Margaret Maron (4 awards)
Brittle Innings (1994) by Michael Bishop (4 awards)
City Of Bones (2002) by Michael Connelly (4 awards)
The Corrections (2001) by Jonathan Franzen (4 awards)
Cryptonomicon (1999) by Neal Stephenson (4 awards)
Doomsday Book (1992) by Connie Willis (4 awards)
The Handmaid's Tale (1985) by Margaret Atwood (4 awards)
L. A. Requiem (1999) by Robert Crais (4 awards)
Little, Big (1981) by John Crowley (4 awards)
The Many-Coloured Land (1981) by Julian May (4 awards)
Neuromancer (1984) by William Gibson (4 awards)
Only Begotten Daughter (1990) by James Morrow (4 awards)
The Other Wind (2001) by Ursula K Le Guin (4 awards)
The Prestige (1995) by Christopher Priest (4 awards)
A Short History of Tractors in Ukrainian (2005) by Marina Lewycka (4 awards)
Stations of the Tide (1991) by Michael Swanwick (4 awards)
Tea with the Black Dragon (1983) by R A MacAvoy (4 awards)
The Time Traveler's Wife (2003) by Audrey Niffenegger (4 awards)
Towing Jehovah (1993) by James Morrow (4 awards)
Winter and Night (2002) by S J Rozan (4 awards)
Accelerando (2005) by Charles Stross (3 awards)
The Accidental (2005) by Ali Smith (3 awards)
Arthur and George (2005) by Julian Barnes (3 awards)
Atonement (2001) by Ian McEwan (3 awards)
Blood Music (1985) by Greg Bear (3 awards)
Blood Work (1998) by Michael Connelly (3 awards)
Blue Mars (1995) by Kim Stanley Robinson (3 awards)
The Boat of a Million Years (1989) by Poul Anderson (3 awards)
The Bottoms (2000) by Joe R Lansdale (3 awards)
Briar Rose (1992) by Jane Yolen (3 awards)
By a Spider's Thread (2004) by Laura Lippman (3 awards)
California Girl (2004) by T Jefferson Parker (3 awards)
Carrion Comfort (1989) by Dan Simmons (3 awards)
The Cassini Division (1997) by Ken MacLeod (3 awards)
The Curse of Chalion (2001) by Lois McMaster Bujold (3 awards)
Darwin's Radio (1999) by Greg Bear (3 awards)
Declare (2000) by Tim Powers (3 awards)
The Dispossessed (1974) by Ursula K Le Guin (3 awards)
Distraction (1998) by Bruce Sterling (3 awards)
Dreaming of the Bones (1997) by Deborah Crombie (3 awards)
The Dumas Club (1993) by Arturo Pérez-Reverte (3 awards)
Dune (1965) by Frank Herbert (3 awards)
Every Man for Himself (1996) by Beryl Bainbridge (3 awards)
Fairyland (1995) by Paul McAuley (3 awards)
Falling Free (1988) by Lois McMaster Bujold (3 awards)
A Fire upon the Deep (1991) by Vernor Vinge (3 awards)
Flow My Tears, the Policeman Said (1974) by Philip K Dick (3 awards)
Forever Peace (1997) by Joe Haldeman (3 awards)
Friday (1982) by Robert Heinlein (3 awards)
A Game of Thrones (1996) by George R R Martin (3 awards)
Gateway (1977) by Frederik Pohl (3 awards)
Gilead (2004) by Marilynne Robinson (3 awards)
Grace Notes (1997) by Bernard MacLaverty (3 awards)
The Great Fire (2002) by Shirley Hazzard (3 awards)
Green Eyes (1984) by Lucius Shepard (3 awards)
The Guards (2001) by Ken Bruen (3 awards)
Headlong (1998) by Michael Frayn (3 awards)
Hearts and Bones (1995) by Margaret Lawrence (3 awards)
I.O.U. (1991) by Nancy Pickard (3 awards)
In a Dry Season (1999) by Peter Robinson (3 awards)
Iron Council (2004) by China Miéville (3 awards)
Jolie Blon's Bounce (2002) by James Lee Burke (3 awards)
Kil'n People (2001) by David Brin (3 awards)
Last Orders (1996) by Graham Swift (3 awards)
Learning the World (2005) by Ken MacLeod (3 awards)
Lives of the Monster Dogs (1997) by Kirsten Bakis (3 awards)
Man Plus (1976) by Frederik Pohl (3 awards)
Midnight Robber (2000) by Nalo Hopkinson (3 awards)
A Midsummer Tempest (1974) by Poul Anderson (3 awards)
The Moon Is a Harsh Mistress (1966) by Robert Heinlein (3 awards)
Mother of Storms (1994) by John Barnes (3 awards)
Moving Mars (1993) by Greg Bear (3 awards)
Natural History (2003) by Justina Robson (3 awards)
Never Let Me Go (2005) by Kazuo Ishiguro (3 awards)
On Wings of Song (1979) by Thomas M Disch (3 awards)
Paladin of Souls (2003) by Lois McMaster Bujold (3 awards)
Passage (2001) by Connie Willis (3 awards)
A Place of Execution (1999) by Val McDermid (3 awards)
The Poisonwood Bible (1998) by Barbara Kingsolver (3 awards)
The Postman (1985) by David Brin (3 awards)
Prentice Alvin (1989) by Orson Scott Card (3 awards)
The Ragged Astronauts (1986) by Bob Shaw (3 awards)
Red Leaves (2005) by Thomas H Cook (3 awards)
Red Mars (1992) by Kim Stanley Robinson (3 awards)
Red Prophet (1988) by Orson Scott Card (3 awards)
Reflecting the Sky (2001) by S J Rozan (3 awards)
Rendezvous with Rama (1972) by Arthur C Clarke (3 awards)
Requiem (1995) by Graham Joyce (3 awards)
River Of Darkness (1999) by Rennie Airth (3 awards)
River of Gods (2004) by Ian McDonald (3 awards)
Seventh Son (1987) by Orson Scott Card (3 awards)
Shalimar the Clown (2005) by Salman Rushdie (3 awards)
She Walks These Hills (1994) by Sharyn McCrumb (3 awards)
The Silence of the Lambs (1988) by Thomas Harris (3 awards)
The Sky Road (1999) by Ken MacLeod (3 awards)
Someplace to Be Flying (1997) by Charles de Lint (3 awards)
The Sparrow (1996) by Mary Doria Russell (3 awards)
Speaker for the Dead (1985) by Orson Scott Card (3 awards)
The Stochastic Man (1975) by Robert Silverberg (3 awards)
The Story of Lucy Gault (2002) by William Trevor (3 awards)
Tell No One (2001) by Harlan Coben (3 awards)
Trader (1997) by Charles de Lint (3 awards)
Unless (2002) by Carol Shields (3 awards)
The Uplift War (1987) by David Brin (3 awards)
Vernon God Little (2003) by D B C Pierre (3 awards)
The Virgin of Small Plains (2006) by Nancy Pickard (3 awards)
What Was Lost (2007) by Catherine O'Flynn (3 awards)
Where Late the Sweet Birds Sang (1975) by Kate Wilhelm (3 awards)
White Teeth (1999) by Zadie Smith (3 awards)
Wolf in the Shadows (1993) by Marcia Muller (3 awards)
The Year of the Quiet Sun (1970) by Wilson Tucker (3 awards)