Preheat your oven to 425°F (220°C). Arrange the quartered tomatoes on a baking sheet lightly coated with olive oil. Drizzle additional olive oil over the top and toss to ensure the tomatoes are evenly coated. Season generously with kosher salt and black pepper.
Roast the tomatoes for 20 to 40 minutes, depending on their size and moisture content, until they appear wrinkled, caramelized, and fork-tender. Once roasted, remove from the oven and allow them to cool slightly.
Transfer the roasted tomatoes to a blender, reserving any juice left on the baking sheet. Blend until smooth or to your preferred texture. Measure out 3 cups of purée. If needed, top off with a bit of tomato sauce to reach the full amount. Strain the reserved juices to yield 1 cup of clear tomato liquid.