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A lot of data people use Anaconda. Anaconda is sooo slow. Even on a very beefy workstation, Anaconda often needs > 10 mins to solve an environment, and often fails. I would be excited to try something without these issues.

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Mamba fully replaces anaconda and uses a sat solver in c++. IIRC, conda now uses libmamba under the hood as well. If you post a list of dependencies, I can time it on my box and post the timings here. (Not saying conda/mamba are best nor perfect but the last time I've seen 10m resolve times was a very long time ago)

Everyone using Anaconda should switch to Mamba or Pixi, if not for speed, then for Anaconda's licensing switcheroo. Their legal department will chase you to the ends of the earth to get their money.

Really horrific experience with the folks at Anaconda. Stay far away.

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