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> However, most welfare systems have hard cutoffs.

Most welfare systems have phased benefit reductions (there is a point where the benefit hits zero, which can be viewed as a hard cutoff, but it doesn't go "full benefit up to the line and then zero at the line" in most cases, though there are exceptions.

> If you get $500 in SNAP a month and make $500 a month, you have $1000 to last a month. And if the cutoff is $501, making that one extra dollar is going to cost you $499.

If the SNAP cutoff applicable to your situation was $501, then your actual benefit at $500 would be $24 (the minimum SNAP benefit), not $500. Because SNAP does a $0.30 per dollar of income clawback until the minimum benefit is reached, and then stays at the minimum benefit until the eligibility limit income is reached.

There is a cliff still, but its a lot smaller of a cliff (for SNAP alone) than you are painting.



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