Stocks edged higher on Tuesday with the Nasdaq having rebounded into positive territory for the year. Yet Cramer cautioned homegamers on becoming overly confident.

"As much as we all like it when stocks go up, like they did today, that’s not a reason to get all euphoric," the "Mad Money" host said. "It’s certainly not a justification for throwing caution to the wind. This is still a tough market."