Graded C- on resilience. In Vannus's assessment it depends on a single upstream model with no disclosed alternative — acceptable, with limits worth knowing.
Bubble depends on a single upstream model with no disclosed alternative. This is Vannus's assessment from its curated catalog intel.
Vannus grades Bubble 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 →