Are your colleagues of different ages and interests, or is the team more or less uniform?
In any case, sets work well in this price range: quality tea or coffee, nice cosmetics (like a face mask), a decent alcoholic drink if the team is okay with it. These gifts look presentable thanks to the packaging, they're useful around the house, and don't seem cheap even in the lower price segment. Another option is a home device like a humidifier or a good flashlight - those are gifts you can give without any awkwardness.
If you want a more personal approach, look into gadgets: a portable charger, a good power bank, stylish earbuds, a neck massager - universal things that people rarely buy for themselves but are always happy to get. The key is not to skimp on the packaging: even an average gift looks expensive in nice presentation with a good box.
One more tip: if you're giving the same thing to everyone, try to find something with a nice unified design - it looks like a thoughtful choice by the company rather than a random purchase.