I like Google's strategy here. These new Flash models of late (Flash 3.6, 3.7 and now 3.8) have obviously been distilled from a much larger unreleased model (Gemini 3.5 Pro, iirc from the rumors).

One aspect of model releases that don't get discussed as much are the cache invalidation (changes in underlying architecture, weights, or tokenizers); I assess Google seems to be squeezing the maximum out of the last 'Pro' version they released with 3.1 back in February.

Small models cataching up with their bigger siblings are fantastic news.

A couple larger GCP customers requested this for sometime, especially on the cybersecurity side.

A SOC/IR or AppSec team doesn't need a generalized model that knows when Chaucer lived but it absolutely needs a model that can efficiently, quickly, and accurately prioritize vulnerability severity or validate patches.