Briefly, a material is brittle when a crack can propagate through it without interruption, somewhat paradoxically because the bonds are
too strong. If the bonds were not as strong or directional, the stress concentrations that exist near the crack tip might cause local deformation to blunt the tip and ease the stresses. This is what happens in ductile metals: their bonds are nondirectional and not as strong as ionic bonds, and their crystalline atomic arrangement allows lines of atoms to slide past each other. If you strike a chunk of metal with a hammer, you'll introduce untold numbers of dislocations (line defects) to accommodate the blow, mediate the deformation, and store some of the impact energy. In brittle ionic solids, however, the strong and directional bonds won't allow this type of local plasticity at the crack tip to occur, and the only alternative is for the bonds at the very tip of the atom-sharp stress concentration to simply separate, inducing complete fracture that propagates completely through the material.
This brittle/ductile dichotomy can be quantified somewhat using the
fracture toughness: higher values generally correspond to greater ductility. Metals generally have a fracture toughness of 10s of MPa-m
1/2, ceramics around 1-5 MPa-m
1/2.
So from this background, can you assume that a stronger bond will always correspond to a more brittle microfabricated film? Unfortunately, probably not. The preparation method, previous conditions, microstructure, surface roughness, geometry, surrounding materials, and exact stoichiometry, for example, can be expected to introduce substantial variation in experimentally measured values. An expert on the mechanics of microfabricated films is Robert Ritchie (my advisor's advisor's advisor!). In
this presentation, he gives the fracture toughness of single crystal silicon as likely lying somewhere between 1-20 MPa-m
1/2. More information for your reading pleasure https://sem.org/wp-content/uploads/2015/12/sem.org-SEM-X-Int-Cong-s015p04-Fracture-Toughness-Polycrystalline-Silicon-Tetrahedral-Amorphous.pdf,
here, and https://www.researchgate.net/publication/274334439_Wafer-Level_Strength_and_Fracture_Toughness_Testing_of_Surface-Micromachined_MEMS_Devices . You'd probably also get a lot out of Freund and Suresh's
Thin Film Materials. Suresh was Ritchie's student.
Anyway, I'm not sure we can predict precise fracture toughness values or ductile-to-brittleness ranking simply from orbital information. I suspect that the bonding type can give broad information but that a fabricated prototype would be necessary to confirm. This is in contrast to stiffness, the other aspect of "flexibility", which is thoroughly understood and can be predicted accurately by knowing the material's composition and almost nothing else. This is because elastic deformation involves only very slight bond stretching rather than the large stretching and failure that are unavoidable when discussing strength and toughness.