Research Papers — what is changing around tool comparison?

I wanted to start a broader tool comparison thread around Research Papers.

A useful angle is cost control, but it also connects with deployment. Different tools and workflows can produce very different results even when the goal is similar.

It would be interesting to compare practical examples, experiments, setups, or lessons that show where Research Papers is genuinely useful and where it still needs improvement.

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