<?xml version="1.0"?>
<ownershipDocument>

    <schemaVersion>X0306</schemaVersion>

    <documentType>4</documentType>

    <periodOfReport>2021-08-20</periodOfReport>

    <notSubjectToSection16>0</notSubjectToSection16>

    <issuer>
        <issuerCik>0001568651</issuerCik>
        <issuerName>Oscar Health, Inc.</issuerName>
        <issuerTradingSymbol>OSCR</issuerTradingSymbol>
    </issuer>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001877735</rptOwnerCik>
            <rptOwnerName>Thrive Partners VII Growth GP, LLC</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O THRIVE CAPITAL, 295</rptOwnerStreet1>
            <rptOwnerStreet2>LAFAYETTE STREET, SUITE 701</rptOwnerStreet2>
            <rptOwnerCity>NEW YORK</rptOwnerCity>
            <rptOwnerState>NY</rptOwnerState>
            <rptOwnerZipCode>10012</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001841736</rptOwnerCik>
            <rptOwnerName>Thrive Capital Partners VII Growth, L.P.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O THRIVE CAPITAL,</rptOwnerStreet1>
            <rptOwnerStreet2>295 LAFAYETTE STREET, SUITE 701</rptOwnerStreet2>
            <rptOwnerCity>NEW YORK</rptOwnerCity>
            <rptOwnerState>NY</rptOwnerState>
            <rptOwnerZipCode>10012</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001877733</rptOwnerCik>
            <rptOwnerName>Thrive Partners VII GP, LLC</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O THRIVE CAPITAL,</rptOwnerStreet1>
            <rptOwnerStreet2>295 LAFAYETTE STREET, SUITE 701</rptOwnerStreet2>
            <rptOwnerCity>NEW YORK</rptOwnerCity>
            <rptOwnerState>NY</rptOwnerState>
            <rptOwnerZipCode>10012</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001841808</rptOwnerCik>
            <rptOwnerName>Claremount VII Associates, L.P.</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O THRIVE CAPITAL,</rptOwnerStreet1>
            <rptOwnerStreet2>295 LAFAYETTE STREET, SUITE 701</rptOwnerStreet2>
            <rptOwnerCity>NEW YORK</rptOwnerCity>
            <rptOwnerState>NY</rptOwnerState>
            <rptOwnerZipCode>10012</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>0</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <nonDerivativeTable>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Class A Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2021-08-20</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>P</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>68042</value>
                    <footnoteId id="F1"/>
                </transactionShares>
                <transactionPricePerShare>
                    <value>13.4122</value>
                    <footnoteId id="F1"/>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>A</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>68542</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>I</value>
                </directOrIndirectOwnership>
                <natureOfOwnership>
                    <value>See footnote</value>
                    <footnoteId id="F2"/>
                </natureOfOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Class A Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2021-08-23</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>P</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>125900</value>
                    <footnoteId id="F3"/>
                </transactionShares>
                <transactionPricePerShare>
                    <value>13.0104</value>
                    <footnoteId id="F3"/>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>A</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>194442</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>I</value>
                </directOrIndirectOwnership>
                <natureOfOwnership>
                    <value>See footnote</value>
                    <footnoteId id="F2"/>
                </natureOfOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Class A Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2021-08-24</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>P</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>1074342</value>
                    <footnoteId id="F4"/>
                </transactionShares>
                <transactionPricePerShare>
                    <value>12.69</value>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>A</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>1268784</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>I</value>
                </directOrIndirectOwnership>
                <natureOfOwnership>
                    <value>See footnote</value>
                    <footnoteId id="F2"/>
                </natureOfOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
    </nonDerivativeTable>

    <footnotes>
        <footnote id="F1">Represents (i) 67,232 shares purchased by Thrive Capital Partners VII Growth, L.P. (&quot;Thrive VII Growth&quot;) and (ii) 810 shares purchased by Claremount VII Associates, L.P. (&quot;Claremount VII&quot;). The price reported in Column 4 is a weighted average price. The shares were purchased in multiple transactions at prices ranging from $13.12 to $13.53, inclusive. The Reporting Persons undertake to provide to the Issuer, any security holder of the Issuer or the staff of the Securities and Exchange Commission, upon request, full information regarding the number of shares purchased at each separate price at which the transactions were effected. All shares were purchased in accordance with the daily volume and other limitations and requirements of Rule 10b-18.</footnote>
        <footnote id="F2">Shares held directly by Thrive VII Growth and Claremount VII. Thrive Partners VII Growth GP, LLC (&quot;Thrive Partners VII Growth&quot;) is the general partner of Thrive VII Growth. Thrive Partners VII GP, LLC (&quot;Thrive Partners VII&quot;) is the general partner of Claremount VII. Joshua Kushner is the sole managing member of each of Thrive Partners VII Growth and Thrive Partners VII and, in his capacity as managing member, has voting and investment power over the shares held by each of Thrive VII Growth and Claremount VII. Each of the foregoing entities and Mr. Kushner disclaim beneficial ownership of the shares held of record by Thrive VII Growth and Claremount VII except to the extent of their pecuniary interest therein.</footnote>
        <footnote id="F3">Represents (i) 124,401 shares purchased by Thrive VII Growth and (ii) 1,499 shares purchased by Claremount VII. The price reported in Column 4 is a weighted average price. The shares were purchased in multiple transactions at prices ranging from $12.83 to $13.29, inclusive. The Reporting Persons undertake to provide to the Issuer, any security holder of the Issuer or the staff of the Securities and Exchange Commission, upon request, full information regarding the number of shares purchased at each separate price at which the transactions were effected. All shares were purchased in accordance with the daily volume and other limitations and requirements of Rule 10b-18.</footnote>
        <footnote id="F4">Represents (i) 1,061,552 shares purchased by Thrive VII Growth and (ii) 12,790 shares purchased by Claremount VII. All shares were purchased in accordance with the daily volume and other limitations and requirements of Rule 10b-18.</footnote>
    </footnotes>

    <remarks></remarks>

    <ownerSignature>
        <signatureName>THRIVE PARTNERS VII GROWTH GP, LLC, By: /s/ Joshua Kushner, Managing Member</signatureName>
        <signatureDate>2021-08-24</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>THRIVE CAPITAL PARTNERS VII GROWTH, L.P., By: Thrive Partners VII Growth GP, LLC, By: /s/ Joshua Kushner, Managing Member</signatureName>
        <signatureDate>2021-08-24</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>THRIVE PARTNERS VII GP, LLC, By: /s/ Joshua Kushner, Managing Member</signatureName>
        <signatureDate>2021-08-24</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>CLAREMOUNT VII ASSOCIATES, L.P., By: Thrive Partners VII GP, LLC, By: /s/ Joshua Kushner, Managing Member</signatureName>
        <signatureDate>2021-08-24</signatureDate>
    </ownerSignature>
</ownershipDocument>
