Redis is inherently lossy as a matter of basic design, and that's not even touching on the many other issues born of NIH solutions rampant within it. You may not hit the behavior until you push real loads through it. If you talk to anyone who has, I'm confident they'll agree with the criticism that while it may be an excellent cache, it should never be treated as a ground truth database. It's excellent as a slower memcachd with richer features. It's not a database. You can also read Aphyr's reports over the years, which to be utterly frank, bent over backwards to be charitable.