Version specific
A result for one model release does not silently transfer to another.
Model compatibility
Separate the agent from the model it depends on.
Model Hub records supported providers, exact tested versions, context needs, costs, residency constraints, and fallback behavior so compatibility claims stay inspectable.
Provider clear
External model cost and data processing remain separate from marketplace price.
Fallback tested
Graceful degradation is evaluated instead of assumed.