<?xml version="1.0"?>
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    <periodOfReport>2020-02-25</periodOfReport>

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    <issuer>
        <issuerCik>0001671933</issuerCik>
        <issuerName>Trade Desk, Inc.</issuerName>
        <issuerTradingSymbol>TTD</issuerTradingSymbol>
    </issuer>

    <reportingOwner>
        <reportingOwnerId>
            <rptOwnerCik>0001671445</rptOwnerCik>
            <rptOwnerName>Green Jeffrey Terry</rptOwnerName>
        </reportingOwnerId>
        <reportingOwnerAddress>
            <rptOwnerStreet1>C/O THE TRADE DESK, INC.</rptOwnerStreet1>
            <rptOwnerStreet2>42 NORTH CHESTNUT STREET</rptOwnerStreet2>
            <rptOwnerCity>VENTURA</rptOwnerCity>
            <rptOwnerState>CA</rptOwnerState>
            <rptOwnerZipCode>93001</rptOwnerZipCode>
            <rptOwnerStateDescription></rptOwnerStateDescription>
        </reportingOwnerAddress>
        <reportingOwnerRelationship>
            <isDirector>1</isDirector>
            <isOfficer>1</isOfficer>
            <isTenPercentOwner>1</isTenPercentOwner>
            <isOther>0</isOther>
            <officerTitle>President and CEO</officerTitle>
        </reportingOwnerRelationship>
    </reportingOwner>

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                <transactionShares>
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                <transactionPricePerShare>
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            <expirationDate>
                <value>2027-12-01</value>
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            <underlyingSecurity>
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                <underlyingSecurityShares>
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            <ownershipNature>
                <directOrIndirectOwnership>
                    <value>D</value>
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        <derivativeTransaction>
            <securityTitle>
                <value>Employee Stock Option (Right to Buy)</value>
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            <conversionOrExercisePrice>
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            <transactionDate>
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            <deemedExecutionDate></deemedExecutionDate>
            <transactionCoding>
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                <transactionCode>M</transactionCode>
                <equitySwapInvolved>0</equitySwapInvolved>
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            <transactionTimeliness>
                <value></value>
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            <transactionAmounts>
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                <transactionCode>M</transactionCode>
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                    <value>D</value>
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                <value>2029-12-09</value>
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                <underlyingSecurityShares>
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    <footnotes>
        <footnote id="F1">The option was granted on January 20, 2015, the Vesting Commencement Date (&quot;VCD&quot;). One forty-eighth (1/48th) of the shares subject to the option vest on each monthly anniversary of the VCD, subject to continued employment with the Issuer through the applicable vesting dates.</footnote>
        <footnote id="F2">Each share of Class B Common Stock has no expiration date and is convertible for no additional consideration into one (1) share of Class A Common Stock at the option of the holder thereof at any time and upon certain other circumstances.</footnote>
        <footnote id="F3">The option was granted on December 9, 2015. The VCD is January 1, 2016. One forty-eighth (1/48th) of the shares subject to the option vest on each monthly anniversary of the VCD, subject to continued employment with the Issuer through the applicable vesting dates.</footnote>
        <footnote id="F4">The option was granted on December 23, 2016. The VCD is December 1, 2016. The option vests over four years in increments on each monthly anniversary of the VCD according to the following schedule: an aggregate of 14,433 shares will vest during each of the calendar years 2017, 2018 and 2019 and an aggregate of 13,268, shares will vest during calendar year 2020, in each case, subject to continued employment with the Issuer through the applicable vesting dates.</footnote>
        <footnote id="F5">The option was granted on December 23, 2016. The VCD is December 1, 2016. The option vests over four years in increments on each monthly anniversary of the VCD according to the following schedule: an aggregate of 2,042 shares will vest during each of the calendar years 2017, 2018 and 2019 and an aggregate of 3,207 shares will vest during calendar year 2020, in each case, subject to continued employment with the Issuer through the applicable vesting date.</footnote>
        <footnote id="F6">The option was granted on December 1, 2017, the VCD. The option vests over four years in increments on each monthly anniversary of the VCD according to the following schedule: an aggregate of 23,455 shares will vest during each of the calendar years 2018, 2019 and 2020 and an aggregate of 21,373 shares will vest during calendar year 2021, in each case, subject to continued employment with the Issuer through the applicable vesting dates.</footnote>
        <footnote id="F7">The option was granted on December 1, 2018, the VCD. The option vests over four years in increments on each monthly anniversary of the VCD according to the following schedule: an aggregate of 12,806 shares will vest during each of the calendar years 2019, 2020 and 2021 and an aggregate of 12,105 shares will vest during calendar year 2022, in each case, subject to continued employment with the Issuer through the applicable vesting dates.</footnote>
        <footnote id="F8">The option was granted on December 9, 2019, the VCD. The option vests over four years in increments on each monthly anniversary of the VCD according to the following schedule: an aggregate of 7,265 shares will vest during each of the calendar years 2020, 2021 and 2022 and an aggregate of 6,865 shares will vest during calendar year 2023, in each case, subject to continued employment with the Issuer through the applicable vesting dates.</footnote>
    </footnotes>

    <remarks></remarks>

    <ownerSignature>
        <signatureName>/s/ Vivian Yang, Attorney in fact for Jeffrey Terry Green</signatureName>
        <signatureDate>2020-02-27</signatureDate>
    </ownerSignature>
</ownershipDocument>
