Both Panasonic ZS1 and Canon A800 have 10.0 MP resolution sensors but Panasonic ZS1's sensor is 1/2.5-inch (5.744 x 4.308 mm ) and Canon A800's sensor is 1/2.3-inch (6.17 x 4.55 mm ).
Since Canon A800's has a larger sensor area with the same resolution, this means that it also has a larger pixel area hence better light collecting capacity for a given aperture compared to Panasonic ZS1.
Below you can see the ZS1 and A800 sensor size comparison.
Sensor Size and Resolution Comparison image of Panasonic ZS1 and Canon A800 Cameras
As seen above, Canon A800 has a 1.1x Larger sensor area than Panasonic ZS1. Larger sensors give photographer more control on the depth of field and blurry background compared to smaller sensor when shot in same focal length and aperture.