Pay discrepancy within colleague, should I leave or negotiate?

I recently found out my salary is 50% lesser than my colleague, and we are doing basically the same job. What should I do ?

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Edit 1

Additional info

- Company had not been profitable lately, boss may use this excuses for not raising or even for bonuses.

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