I went through this same decision some years ago. Even read about this topic on this forum at the time (and many times since then). Same question, and it seems the same concerns/answers each time. My first impression was to take the lump sum. I thought about it until my head hurt but in the end I went with my first impression and have never regretted it.
I think it gets down to personal situations and preferences for the most part but of course payout values and risk tolerance play into it.
Just went through this a couple of years ago for a much smaller sum. I ran the numbers and found that the break-even point was age 82 - I'm 54 now. It was an early-retirement buy-out that gave me a lump sum or small pension. I took the small pension.
It was also a timing thing. I have several other 'streams' of income that will be turning on at different times throughout the rest of my life. I figured starting a small one a bit early would be a way to ease into the RE. So far, so good.
To the OP, there are more than just financial reasons and many here have made great points about their preferences. Not everyone is super savvy about how they would manage their withdrawals and/or funds when they retire. Having a way to automate it can be a relief.
I have another sum of after tax money and looked into a SPIA...then realized I could 'roll-my-own' by taking out a certain amount every year and 'simulate' an annuity and realize even more spending power.
In any case, it's good to make an informed decision, which you are attempting to do. As with most things, except LBYM, YMMV.