The best replacement for ordinal data is interval data.

The best alternatives to ordinal data are rated as following:
★★★★★  interval data
★★★★  nominal
★★★★  nominal data
★  ordinal data
★  scale
★  interval
★  continuous data

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No companions for ordinal data have been suggested so far.
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ordinal data
interval data
nominal