Graded B+ on resilience. In Vannus's assessment it builds its own AI model — resilient — owns model IP or routes across providers.
We included this `minicoil-v1` version in the v0.7.0 release of our FastEmbed library
Vannus grades Qdrant against nine dimensions of trust — data sovereignty, training privacy, compliance posture, operational resilience, exit portability, and more. The heaviest criterion asks whether the tool builds its own AI or resells someone else's model; where the vendor discloses it, the grade cites the vendor's own documentation. No paid placements — scoring is walled off from affiliate revenue. See the methodology →