Try it out both ways if you like. I you have kids or any qualified education expenses you'd miss out on a bunch of credits when filing separately.
See Turbo Taxes response:
Is it better for a married couple to file jointly or separately?
Generally, filing jointly will give you a bigger refund or less taxes due. When you file separately, your tax rate is higher and you won't be able to claim:
Education benefits
Earned Income Credit (EIC)
Child and Dependent Care Credit (usually)
Adoption Credit (usually)
The same benefit married filing jointly couples get for personal exemptions, itemized deductions, the Child Tax Credit, and capital losses (all of these deductions are reduced by half)
The standard deduction if your spouse is claiming itemized deductions.
On top of that, if you live in the community property states of Arizona, California, Idaho, Louisiana, Nevada, New Mexico, Texas, Washington, or Wisconsin, you have to deal with community property allocations and adjustments, which adds extra work and complexity to your tax preparation chores.
Tip: Only taxpayers who were still legally married as of December 31, 2017 are able to file as marrieds, whether jointly or separately.
Filing Jointly means you file one tax return. When filing separately, you file two tax returns.