The best replacement for hazard ratio is odds ratio.

The best alternatives to hazard ratio are rated as following:
★★★★★  odds ratio
★★★★★  relative risk
★★  risk ratio
★  relative risk reduction
★  incidence rate ratio
★  hazard rate
★  overall survival
  absolute risk
  median survival
  rate ratio

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hazard ratio
odds ratio
relative risk