Changing undergraduate lab groups?

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Considering a switch from a reputable lab to a smaller one involves weighing the benefits of independent research experience against the value of a strong letter of recommendation. While independent projects can enhance skills and provide unique opportunities, the importance of mentorship and guidance in a well-established lab should not be underestimated. A recommendation from a well-known figure can significantly impact future graduate school applications. If satisfaction in the current role exists, it may be wise to remain, as the experience gained, even if less independent, is still valuable. Ultimately, the decision should reflect personal career goals and the potential for growth in either setting.
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I'm currently working in a very reputable lab and am wondering if it would be wise to switch to a smaller lab if the opportunity were to arise.

The reason I am considering this is because in my current lab I do mostly programming and some 3d modelling.

Whereas perhaps in a smaller lab I can be given a more involved project to work on.

Pretty much, what would be more appealing to future graduate schools, a letter of recommendation from a well known person, or independent research experience?
 
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Letters of recommendation are very important and there should be a major change in your research success by switching labs, so unless you really hate the research your current lab is doing, don't switch.
 
Thanks a lot. I actually really like the lab I'm in, I just didn't want to hurt my chances later on by not doing my own research topic.
 
Well you are still technically doing research. It may even be better to do it with some guidance rather than by yourself.
 
There's advantages and disadvantages to both options. The fact that you like what you're doing now is a major advantage though. I would hesitate to give that up.
 
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