Numerous media reports have recently highlighted supposed improvements in childhood poverty under the MLG Administration. However, there are claims that these reports may not reflect the reality of the situation for New Mexico families and children. Critics point to issues such as crime, education challenges, COVID lockdowns, and a lack of economic diversification despite budget surpluses as significant problems during MLG's tenure.

According to data from UNM, "New Mexico’s 0-24 population is expected to be around 550,000 by 2040 which represents a decline of 20% over 20 years." This demographic trend is cited as evidence against any perceived progress.

Dan Boyd of ABQ Journal reportedly wrote an article that some claim downplays these issues. The Rio Grande Foundation (RGF) has stated they confirmed with Boyd that the Governor's claims about reducing child poverty rates are not accurate.

Additionally, analysis of supplemental poverty data from the Annie E. Casey Foundation indicates that New Mexico's poverty levels align closely with national figures when considering government programs and benefits. The state has never performed as poorly on this measure compared to traditional metrics, suggesting that any reported improvement largely mirrors national trends rather than local policy success.