Sleeping pads are essential for providing insulation and comfort when you're camping or backpacking. Different materials are used in the construction of sleeping pads, and each offers unique features. Here are some common types:
Closed-Cell Foam: these pads are made of dense, closed-cell polyethylene foam. They're resistant to punctures and abrasions, less expensive than inflatable pads and provide insulation from the cold ground. They tend to be bulkier and less packable than inflatable pads. You'll get a firm sleeping surface, which may not be preferred by everyone.

Open-Cell Foam: these pads, with their open-cell structure, provide a softer feel.
You'll get a more comfortable, cushioned sleeping surface. They are generally lighter than closed-cell foam pads, but can be more prone to damage. This pad provides less insulation than a closed-cell foam.

Inflatable Pads: are typically made of lightweight materials like nylon or polyester and have an air chamber, offering a more adjustable and comfortable sleeping surface. They're highly packable and lightweight when deflated. These pads are, however, susceptible to punctures, and many come with repair kits. Setup requires inflation, which can be a manual or pump-assisted process.

Self-Inflating Pads: combine open-cell foam with an inflatable chamber. They're convenient because they self-inflate to a certain degree, reducing the need for manual inflation. These pads provide a good balance of comfort and insulation, but can be heavier than some other options, and not as compact as fully inflatable pads.

Insulated Pads: have additional layers or materials to enhance insulation for cold-weather camping. They're suitable for various weather conditions, are generally more expensive than non-insulated options, and may be heavier than non-insulated pads.

Down-Filled Pads: some inflatable pads use down insulation which is exceptionally lightweight and provides excellent warmth for its weight. These pads are typically more expensive, and susceptible to moisture. If you're considering this type of pad, remember that down loses insulation properties when wet.
Synthetic-Filled Pads: use man-made insulation materials. They retain insulation properties when wet and are generally more affordable than down-filled pads. Heavier than down-filled options, they are also less compressible than down.
Hybrid Pads: combine different materials for a balance of features. They offer a combination of durability, comfort, and insulation, and customization allows for tailoring to your specific needs. More complex in design, they're potentially more expensive. The weight of these pads will vary depending on the materials used.
When choosing a sleeping pad, think about the level of comfort you'd like, the insulation, weight, and packability.
*See Also: SENDY-pedia's https://www.sendy.io/blog/perfect-outdoor-sleeping-pad