Neptune
(If you include dwarf planets it is Eris)
Venus is the hottest planet, with average surface temperatures of 460°C (860°F). Neptune is the coldest, with average surface temperatures of -200°C (-330°F).
The lowest surface temperature is Jupiter. 
Saturn.
Technically speaking, Neptune is the planet with the lowest surface temperature; however, Neptune does not have a solid surface.
Earth
The Mesosphere has the lowest temperature of the layers of Earth's atmosphere because Temperature decreases with height in the mesosphere. The mesopause, the temperature minimum that marks the top of the mesosphere, is the coldest place on Earth and has an average temperature around −100 °C (−148.0 °F; 173.1 K)
Venus is the hottest planet, with average surface temperatures of 460°C (860°F). Neptune is the coldest, with average surface temperatures of -200°C (-330°F).
The lowest surface temperature is Jupiter. 
How is it possible to give a date for an average temperature? For the lowest recorded temperature on Earth [See related question]
Sacha-Yakutia
Taiga
Saturn.
The lowest temperature was -40 degrees Fahrenheit.
Technically speaking, Neptune is the planet with the lowest surface temperature; however, Neptune does not have a solid surface.
What is the average tempurature for every planet in the solar system?
In our solar system, the planet with the lowest air temperature is Uranus, with a minimum temperature of about 49 K and a mean surface temperature at 1 bar of about 76 K.
lowest -140c highest +20c