The best replacement for palm springs is palm desert.

The best alternatives to palm springs are rated as following:
★★★★★  palm desert
★★  santa barbara
★★  scottsdale
★★  las vegas
★★  rancho mirage
★  cathedral city
★  indian wells
★  desert hot springs
★  la quinta
★  palm beach
  desert springs

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Speaking about palm springs, one probably shouldn't forget about waterslides.

Other search terms related to palm springs and their ratings are:
★★★★★ waterslides
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palm springs
palm desert
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