Hi Hannah. We have used cherry tomatoes in the past. (Same ‘problem’ with an over-abundant garden harvest. 🙂 ) We just diced the cherry tomatoes like we would have the regular tomatoes. They do give more skin than a larger tomato, but we didn’t notice that that negatively impacted the texture of the salsa. Also, the cherry tomatoes have less juice to strain out, so you might find that you want to add a little extra tomato juice (try to find some without added salt or seasonings). But, it will all depend on how juicy the tomatoes are and how much liquid you like in your salsa. (We like ours thick, so it wasn’t an issue for us at all.) Enjoy!
awesome recipe: I used 1 large can diced tomatoes drained, and 2 cans fire roasted tomatoes-only 1 drained. added 1/4 tsp cumin and 1 TBLSP fresh squeezed lime. did not do the peppers in a pan. I just pulsed them with the rest of the other ingredients. absolutely loved it. just want to know how well this recipe does when canning in a hot water bath. thank you soooooo much.
Absolutely love this. You were right. Getting as much water out is so really important step. I drained as best I could with colanders then put in glass bowl. More liquid settled so I used a turkey baster to remove more liquid. Won’t ever make it another way. I have been looking for a salsa that has body and flavor and this is outstanding. I made my own tomato sauce as the tomatoes I got from local farmer were meaty and very flavorful. Thank you for posting this outstanding salsa recipe. 
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