Bring one dessert that you can eat and that everybody else will eat without noticing anything about it. That is the entire strategy, and it solves a social problem rather than a nutritional one.
The cake is not really the issue. Turning it down in a room full of people is. You say no thanks, someone asks why, and now there is a short conversation about your diet happening in the middle of somebody else's birthday. Arriving with a tray removes the question before it gets asked, because you are already holding food and already participating. Our 12 desserts to bring to a party list is built around exactly this, and the rest of this is how to choose from it.
Bring enough for the room
This is the part that changes how the whole thing lands.
A small container with two bites in it reads as a packed lunch. It announces that you brought your own food, which is the precise thing you were trying to avoid. A full tray reads as a contribution and announces nothing at all. Same food, completely different object on the table.
So make the batch. Sixteen brownies, twenty cake balls, a whole board of bark. If some of it comes home with you, fine.
What survives the trip
The failure mode is almost never taste. It is a dessert that arrives soft, melted, stuck together or in one piece when it was supposed to be twelve.
Squares and cookies are the most reliable things you can carry. Fudgy black bean brownies come out of an 8x8 pan as sixteen squares and stack fine with parchment between the layers. Chocolate chip protein cookies keep at room temperature for about three days, so a few hours on a table is nothing to them.
Rolled bites and cake balls are the other safe category, and they have the advantage of needing no cutting, no plates and no serving spoon. Red velvet cake balls and carrot cake bites both hold in the fridge for a week, which means you can make them two days ahead and stop thinking about it.
Dark chocolate almond bark keeps at room temperature in a cool spot for a week and breaks into shards you pile on a board. It wants a cool room, so it is a winter and air-conditioning dessert, not a July patio one.
Now the things that do not travel, which is the more useful list.
Anything frozen is out. Berry yogurt bark is served straight from the freezer and it will be a puddle before you have parked. Anything held together by coconut oil softens fast once it leaves the fridge. No-bake granola bars hold their shape best cold and start going soft within an hour or two at room temperature, which is fine for a short trip and not fine for an afternoon on a table.
The no-fork rule
If it needs a plate and a fork, it needs somewhere to put the plate down.
At a party with more people than counter space, that is the difference between a dessert people eat standing up and a dessert people look at. Anything you can pick up with two fingers gets eaten. Anything that requires a setup gets eaten by four people and then sits there.
Do not label it
Put it on the table with the other food. No card, no announcement, no sugar-free flag planted in it.
If somebody asks, one sentence, then move on to something else. The moment you start explaining the ingredients you have made your diet the subject of the room, which is the thing you brought a tray specifically to avoid.
There is also a practical reason. People taste a dessert differently once they have been told it is the healthy one, and they taste it accurately if you let them try it first. Say nothing, let them eat it, answer the question afterwards if it comes.
You are not being difficult
Bringing dessert to a party you were invited to is the most ordinary thing a guest does. Nobody at that table is keeping a record.
The host wants food to get eaten. You have handed them one more thing that will get eaten, and one fewer person to worry about, and that is the whole of the exchange as far as they are concerned. The sense that you are imposing is real, and it is also not shared by anyone else in the room. It tends to be left over from a different table, where somebody did make it a whole thing, and it follows you into rooms where nobody is asking.
A few tactical things
Bring it on a plate or board you do not need back that night. Chasing down a dish at the end of a party is its own small tax.
Bring it finished. No assembly in someone else's kitchen, no oven, no request for fridge space. Fridge space at a party is the scarcest thing in the house and asking for it is a bigger ask than it sounds.
If you get to choose, bring the thing that does not look like the healthy option. Brownies, cookies, chocolate and salt. A fruit platter is a signal and everybody in the room can read it, which puts you right back where you started.
The one that gets eaten first
If you want a single default, it is a pan of brownies cut into squares. It travels, it holds, it needs no cutlery, it looks like every other dessert on the table, and nobody has ever asked what is in it before eating one.
The full twelve, with a note on what each one does once it is out of the container, are in 12 desserts to bring to a party. Pick one on Thursday, make it Saturday morning, and go be a normal guest.