The best replacement for raw scores is standard scores.

The best alternatives to raw scores are rated as following:
★★★★★  standard scores
★★★  scaled scores
★★★  z scores

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Speaking about raw scores, one probably shouldn't forget about z scores.

Other search terms related to raw scores and their ratings are:
★★★★★ z scores
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raw scores
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