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

    <schemaVersion>X0306</schemaVersion>

    <documentType>4</documentType>

    <periodOfReport>2016-07-05</periodOfReport>

    <notSubjectToSection16>0</notSubjectToSection16>

    <issuer>
        <issuerCik>0001609989</issuerCik>
        <issuerName>Blue Buffalo Pet Products, Inc.</issuerName>
        <issuerTradingSymbol>BUFF</issuerTradingSymbol>
    </issuer>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001648581</rptOwnerCik>
            <rptOwnerName>Bishop Family Limited Partnership</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>321 BROADWAY</rptOwnerStreet1>
            <rptOwnerStreet2></rptOwnerStreet2>
            <rptOwnerCity>SARATOGA SPRINGS</rptOwnerCity>
            <rptOwnerState>NY</rptOwnerState>
            <rptOwnerZipCode>12866</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>1</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001648580</rptOwnerCik>
            <rptOwnerName>William W. Bishop Children's Spray Trust</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O STEPHEN J. SAFT, WITHERS BERGMAN LLP</rptOwnerStreet1>
            <rptOwnerStreet2>660 STEAMBOAT ROAD</rptOwnerStreet2>
            <rptOwnerCity>GREENWICH</rptOwnerCity>
            <rptOwnerState>CT</rptOwnerState>
            <rptOwnerZipCode>06830</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>1</isDirector>
            <isOfficer>0</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
        </reportingOwnerRelationship>
    </reportingOwner>

    <nonDerivativeTable>
        <nonDerivativeTransaction>
            <securityTitle>
                <value>Common Stock</value>
            </securityTitle>
            <transactionDate>
                <value>2016-07-05</value>
            </transactionDate>
            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
                <transactionFormType>4</transactionFormType>
                <transactionCode>S</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
            </transactionCoding>
            <transactionTimeliness>
                <value></value>
            </transactionTimeliness>
            <transactionAmounts>
                <transactionShares>
                    <value>2085452</value>
                </transactionShares>
                <transactionPricePerShare>
                    <value>21.285</value>
                    <footnoteId id="F1"/>
                </transactionPricePerShare>
                <transactionAcquiredDisposedCode>
                    <value>D</value>
                </transactionAcquiredDisposedCode>
            </transactionAmounts>
            <postTransactionAmounts>
                <sharesOwnedFollowingTransaction>
                    <value>13885790</value>
                </sharesOwnedFollowingTransaction>
            </postTransactionAmounts>
            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>D</value>
                    <footnoteId id="F2"/>
                </directOrIndirectOwnership>
            </ownershipNature>
        </nonDerivativeTransaction>
    </nonDerivativeTable>

    <footnotes>
        <footnote id="F1">This amount represents the $22.00 public offering price per share of common stock of the Issuer, less the underwriting discount of $0.715 per share.</footnote>
        <footnote id="F2">Reflects shares held directly by The Bishop Family Limited Partnership (the &quot;Family LP&quot;).  The general partner of Family LP is The William W. Bishop Children's Spray Trust (the &quot;General Partner&quot;).  The General Partner disclaims beneficial ownership of the securities reported herein, except to the extent of its pecuniary interest therein.  The Reporting Persons may be deemed to be directors by deputization by virtue of the Family LP's right to appoint a director to the board of directors of the Issuer.</footnote>
    </footnotes>

    <remarks></remarks>

    <ownerSignature>
        <signatureName>THE BISHOP FAMILY LIMITED PARTNERSHIP, By: The William W. Bishop Children's Spray Trust, as general partner, By: /s/ Stephen J. Saft, Name: Stephen J. Saft, Title: Trustee</signatureName>
        <signatureDate>2016-07-07</signatureDate>
    </ownerSignature>

    <ownerSignature>
        <signatureName>THE WILLIAM W. BISHOP CHILDREN'S SPRAY TRUST, By: /s/ Stephen J. Saft, Name: Stephen J. Saft, Title: Trustee</signatureName>
        <signatureDate>2016-07-07</signatureDate>
    </ownerSignature>
</ownershipDocument>
