Portland played without Darius Miles, who was suspended earlier in the day by Coach Maurice Cheeks after the two had a confrontation earlier in the week.
The Trail Blazers trailed by three entering the fourth quarter, but Stoudamire paced a rally by finishing off an 18-point second half.
The Clippers were led by Elton Brand with 26 points.
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