| The Party (Club Mix) | 6:45 | |
| The Party (Radio Mix) | 4:30 | |
| The Party (Instrumental) | 5:20 | |
| The Party (Tunnel Mix) | 5:20 | |
| The Party (Acapella) | 3:15 |
| Title, Format | Label | Cat# | Country | Year | |
|---|---|---|---|---|---|
| The Party (12") | Big Beat | BB-0002 | US | 1988 | |
| The Party (12") | Btech | 12 TEK 05 | Sweden | 1988 | |
| The Party (12") | MCA Records Ltd. | MCAT 1288 | UK | 1988 | |
| The Party (12") | Torso | TORSO 12081 | Netherlands | 1988 | |
| The Party (12") | Grind | B-MX-1146 | Spain | 1988 | |
| The Party (12") | Many Records | MN 602 | Italy | 1988 | |
| The Party (12", Maxi) | On The Beat | OTB 1363-6 | France | 1988 | |
| The Party (12", Maxi) | ZYX Records | ZYX 5903 | Germany | 1988 | |
| The Party (12", Promo) | MCA Records Ltd. | WMCAT 1288A DL | UK | 1988 | |
| The Party (7") | Torso | TORSO 70081 | Netherlands | 1988 | |
| The Party (7") | MCA Records Ltd. | MCA 1288 | UK | 1988 | |
| The Party (7") | ZYX Records | ZYX 1419 | Germany | 1988 | |
| The Party (7") | On The Beat | OTB 1363-7 | France | 1988 | |
| The Party (CD, Maxi) | ZYX Records | ZYX 5903-8 | Germany | 1988 | |
| The Party (CD, Maxi) | On The Beat | OTB 1363-2 | France | 1988 | |
| The Party (CD, Mini, Maxi) | Torso | TORSO CD 381 | Netherlands | 1988 | |
| The Party - House Remixes (12", Maxi) | On The Beat | OTB 1363-8 | France | 1989 | |
| The Party / Sweat (12") | Big Beat | 0-85282 | US | 1990 | |
| The Party (Love City Remixes) (12") | Vendetta Records | VENMX 365 | Spain | 2001 | |
| The Party 2001 (12") | Groovilicious | GM 259 | US | 2001 | |
| The Party 2001 (12", Promo) | Train! Records | TRN 60059 | Italy | 2001 | |
| The Party 2001 (12", S/Sided, Promo, W/Lbl) | Caus-N'-ff-ct | CNF 046 | Germany | 2001 | |
| The Party 2001 (12", S/Sided, W/Lbl) | Caus-N'-ff-ct | CNF 046 | Germany | 2001 | |
| The Party (12") | Stereophonic | 74321 88755 1 | Germany | 2001 | |
| The Party (CD, Maxi) | Stereophonic | 74321 88755 2 | Germany | 2001 | |
| The Party 2003 (12") | Caus-N'-ff-ct (UK) | CNFUK 001 | Germany | 2003 | |
| The Party (Edition 2) (12") | Milk & Sugar Recordings | MSR 095R | Germany | 2006 | |
| The Party (12") | Milk & Sugar Recordings | MSR 095 | Germany | 2006 | |
| The Party (12") | Rise | RISE 342 | Italy | 2006 | |
| The Party (7") | Btech | 7 TEK 5 | ? |