<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with the Workiva Platform-->
<!--Copyright 2023 Workiva-->
<!--r:fa51a114-5970-4527-8f8c-2198695caff9,g:5f0509dd-7d27-4890-a79e-678015708a75-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.vitacoco.com/role/CondensedConsolidatedBalanceSheetsUnaudited" xlink:type="simple" xlink:href="coco-20230930.xsd#CondensedConsolidatedBalanceSheetsUnaudited"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/CondensedConsolidatedBalanceSheetsUnaudited" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities_502c6aad-31e2-429c-98f8-76f39842c439" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_Liabilities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherLiabilitiesNoncurrent_bdfe781c-403b-4425-bb89-7ea87c374252" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OtherLiabilitiesNoncurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_502c6aad-31e2-429c-98f8-76f39842c439" xlink:to="loc_us-gaap_OtherLiabilitiesNoncurrent_bdfe781c-403b-4425-bb89-7ea87c374252" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_3039cf20-7d30-4363-93fb-69644091c7ee" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_502c6aad-31e2-429c-98f8-76f39842c439" xlink:to="loc_us-gaap_LiabilitiesCurrent_3039cf20-7d30-4363-93fb-69644091c7ee" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermNotesPayable_bd875239-3116-487e-8d3d-7a3a47be7425" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LongTermNotesPayable"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Liabilities_502c6aad-31e2-429c-98f8-76f39842c439" xlink:to="loc_us-gaap_LongTermNotesPayable_bd875239-3116-487e-8d3d-7a3a47be7425" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AssetsCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeAssetsCurrent_04e30e1a-045b-4d2f-a698-6590028c53f4" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DerivativeAssetsCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_us-gaap_DerivativeAssetsCurrent_04e30e1a-045b-4d2f-a698-6590028c53f4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_f1ddc870-885e-4161-af14-3c7c2790e5b7" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_us-gaap_AssetsOfDisposalGroupIncludingDiscontinuedOperationCurrent_f1ddc870-885e-4161-af14-3c7c2790e5b7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PrepaidExpenseAndOtherAssetsCurrent_b04e617c-14ce-4024-8a26-69acfa2cf710" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PrepaidExpenseAndOtherAssetsCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_us-gaap_PrepaidExpenseAndOtherAssetsCurrent_b04e617c-14ce-4024-8a26-69acfa2cf710" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsReceivableNetCurrent_523d84d3-2ec7-4b6c-a473-2851750d2e50" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccountsReceivableNetCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_us-gaap_AccountsReceivableNetCurrent_523d84d3-2ec7-4b6c-a473-2851750d2e50" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_72bb9f57-a3cc-46f9-be60-083398431d9c" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InventoryNet"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_us-gaap_InventoryNet_72bb9f57-a3cc-46f9-be60-083398431d9c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_317f3954-f934-4b55-9a98-5240b8a14ca8" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CashAndCashEquivalentsAtCarryingValue"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_us-gaap_CashAndCashEquivalentsAtCarryingValue_317f3954-f934-4b55-9a98-5240b8a14ca8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_coco_SupplierAdvancesCurrent_84c0ca9d-b41e-4fa1-a1fd-0b63795c24f7" xlink:href="coco-20230930.xsd#coco_SupplierAdvancesCurrent"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_AssetsCurrent_18d56061-d170-487a-bcc2-05feef8dde4b" xlink:to="loc_coco_SupplierAdvancesCurrent_84c0ca9d-b41e-4fa1-a1fd-0b63795c24f7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_Assets"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseRightOfUseAsset_f494c738-b2dc-40f4-a3aa-c7bc28e6c74b" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseRightOfUseAsset"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_us-gaap_OperatingLeaseRightOfUseAsset_f494c738-b2dc-40f4-a3aa-c7bc28e6c74b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PropertyPlantAndEquipmentNet_1b98ed70-eff9-4425-acb4-ac25c39f5c8b" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PropertyPlantAndEquipmentNet"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_us-gaap_PropertyPlantAndEquipmentNet_1b98ed70-eff9-4425-acb4-ac25c39f5c8b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Goodwill_b707c0e2-bd1f-46f2-aacf-5cc5bb570610" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_Goodwill"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_us-gaap_Goodwill_b707c0e2-bd1f-46f2-aacf-5cc5bb570610" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherAssetsNoncurrent_abdae4c6-a1b3-49a0-9598-4bc9940f0c71" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OtherAssetsNoncurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_us-gaap_OtherAssetsNoncurrent_abdae4c6-a1b3-49a0-9598-4bc9940f0c71" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_coco_SupplierAdvancesNoncurrent_012930b0-1b7f-406b-adcc-1d4367dfc8bf" xlink:href="coco-20230930.xsd#coco_SupplierAdvancesNoncurrent"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_coco_SupplierAdvancesNoncurrent_012930b0-1b7f-406b-adcc-1d4367dfc8bf" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DeferredIncomeTaxAssetsNet_f21b0bdc-5d78-41c5-a802-8f4bc4af9df9" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DeferredIncomeTaxAssetsNet"/>
    <link:calculationArc order="6" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_us-gaap_DeferredIncomeTaxAssetsNet_f21b0bdc-5d78-41c5-a802-8f4bc4af9df9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AssetsCurrent_65eff350-960a-440b-afd5-76de46a20849" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AssetsCurrent"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_Assets_d291382a-c5ff-40a2-816a-30d88b062541" xlink:to="loc_us-gaap_AssetsCurrent_65eff350-960a-440b-afd5-76de46a20849" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesAndStockholdersEquity_71b693cb-b13a-4fca-980f-3205b6721836" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LiabilitiesAndStockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_Liabilities_de32ef3a-1075-4f5d-9f64-617f84282ff6" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_Liabilities"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_71b693cb-b13a-4fca-980f-3205b6721836" xlink:to="loc_us-gaap_Liabilities_de32ef3a-1075-4f5d-9f64-617f84282ff6" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity_50d3fbce-af1d-4420-a9f1-3f9608740af5" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_StockholdersEquity"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesAndStockholdersEquity_71b693cb-b13a-4fca-980f-3205b6721836" xlink:to="loc_us-gaap_StockholdersEquity_50d3fbce-af1d-4420-a9f1-3f9608740af5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LiabilitiesCurrent_e140a98d-4f86-4372-8196-49c618e7ef19" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LiabilitiesCurrent"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NotesPayableCurrent_de47f455-070c-4494-bb17-eea35b8583ee" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NotesPayableCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_e140a98d-4f86-4372-8196-49c618e7ef19" xlink:to="loc_us-gaap_NotesPayableCurrent_de47f455-070c-4494-bb17-eea35b8583ee" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DerivativeLiabilitiesCurrent_416a8eca-4c9f-4fdb-aa68-9b53072f1749" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DerivativeLiabilitiesCurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_e140a98d-4f86-4372-8196-49c618e7ef19" xlink:to="loc_us-gaap_DerivativeLiabilitiesCurrent_416a8eca-4c9f-4fdb-aa68-9b53072f1749" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccruedLiabilitiesCurrent_c525f181-0005-405f-b97f-b3d998798d04" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccruedLiabilitiesCurrent"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_e140a98d-4f86-4372-8196-49c618e7ef19" xlink:to="loc_us-gaap_AccruedLiabilitiesCurrent_c525f181-0005-405f-b97f-b3d998798d04" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccountsPayableCurrent_35f5bfcc-04e9-4b5c-8136-c99745b233ed" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccountsPayableCurrent"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_LiabilitiesCurrent_e140a98d-4f86-4372-8196-49c618e7ef19" xlink:to="loc_us-gaap_AccountsPayableCurrent_35f5bfcc-04e9-4b5c-8136-c99745b233ed" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_StockholdersEquity_5fe22a06-6bc1-4b58-9cfd-605d296ebc48" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_StockholdersEquity"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_4ce8bc76-824e-42b8-a30d-c08fd7d935dd" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_5fe22a06-6bc1-4b58-9cfd-605d296ebc48" xlink:to="loc_us-gaap_AccumulatedOtherComprehensiveIncomeLossNetOfTax_4ce8bc76-824e-42b8-a30d-c08fd7d935dd" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AdditionalPaidInCapitalCommonStock_4030e2da-2454-4cfe-aa63-902e0edff1bb" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AdditionalPaidInCapitalCommonStock"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_5fe22a06-6bc1-4b58-9cfd-605d296ebc48" xlink:to="loc_us-gaap_AdditionalPaidInCapitalCommonStock_4030e2da-2454-4cfe-aa63-902e0edff1bb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_TreasuryStockCommonValue_3c9acab5-0854-45cd-a797-9d63429bf47f" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_TreasuryStockCommonValue"/>
    <link:calculationArc order="3" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_5fe22a06-6bc1-4b58-9cfd-605d296ebc48" xlink:to="loc_us-gaap_TreasuryStockCommonValue_3c9acab5-0854-45cd-a797-9d63429bf47f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RetainedEarningsAccumulatedDeficit_f30e96ea-76ba-400c-aca0-e6c061d6aab4" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_RetainedEarningsAccumulatedDeficit"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_5fe22a06-6bc1-4b58-9cfd-605d296ebc48" xlink:to="loc_us-gaap_RetainedEarningsAccumulatedDeficit_f30e96ea-76ba-400c-aca0-e6c061d6aab4" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CommonStockValue_5516bfe3-1811-4c50-8c52-3865750a76c8" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CommonStockValue"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_StockholdersEquity_5fe22a06-6bc1-4b58-9cfd-605d296ebc48" xlink:to="loc_us-gaap_CommonStockValue_5516bfe3-1811-4c50-8c52-3865750a76c8" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/CondensedConsolidatedStatementofOperationsUnaudited" xlink:type="simple" xlink:href="coco-20230930.xsd#CondensedConsolidatedStatementofOperationsUnaudited"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/CondensedConsolidatedStatementofOperationsUnaudited" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossProfit_7e671def-71c0-4e5d-b1a8-ef20e7030c92" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_GrossProfit"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CostOfGoodsAndServicesSold_9ff2ec28-4efe-46af-8929-32908837e80b" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CostOfGoodsAndServicesSold"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_7e671def-71c0-4e5d-b1a8-ef20e7030c92" xlink:to="loc_us-gaap_CostOfGoodsAndServicesSold_9ff2ec28-4efe-46af-8929-32908837e80b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_8c94ee3b-1164-4c2a-88eb-616dcadeaade" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_GrossProfit_7e671def-71c0-4e5d-b1a8-ef20e7030c92" xlink:to="loc_us-gaap_RevenueFromContractWithCustomerIncludingAssessedTax_8c94ee3b-1164-4c2a-88eb-616dcadeaade" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_513e84c6-cc6a-4c8d-a101-b4040e6d0708" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NonoperatingIncomeExpense_36dc0120-0117-42a3-8734-0cbb81b73827" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NonoperatingIncomeExpense"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_513e84c6-cc6a-4c8d-a101-b4040e6d0708" xlink:to="loc_us-gaap_NonoperatingIncomeExpense_36dc0120-0117-42a3-8734-0cbb81b73827" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_c6e07742-8667-4a70-b620-a27996580a30" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_513e84c6-cc6a-4c8d-a101-b4040e6d0708" xlink:to="loc_us-gaap_OperatingIncomeLoss_c6e07742-8667-4a70-b620-a27996580a30" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_a2ed744e-d188-457f-9874-6657f72dc404" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeTaxExpenseBenefit_62993588-3754-4174-95ae-222b886c058c" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncomeTaxExpenseBenefit"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_a2ed744e-d188-457f-9874-6657f72dc404" xlink:to="loc_us-gaap_IncomeTaxExpenseBenefit_62993588-3754-4174-95ae-222b886c058c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_da900477-0fb0-4733-8773-69f7c3907278" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetIncomeLoss_a2ed744e-d188-457f-9874-6657f72dc404" xlink:to="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_da900477-0fb0-4733-8773-69f7c3907278" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NonoperatingIncomeExpense_01ed144d-cd38-4188-a8ca-f5a2b8c647a5" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NonoperatingIncomeExpense"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrealizedGainLossOnDerivatives_5128731a-3a57-4769-b429-295852faf388" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_UnrealizedGainLossOnDerivatives"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_01ed144d-cd38-4188-a8ca-f5a2b8c647a5" xlink:to="loc_us-gaap_UnrealizedGainLossOnDerivatives_5128731a-3a57-4769-b429-295852faf388" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_933165e4-e8b4-428d-a00b-de3e154267f2" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ForeignCurrencyTransactionGainLossBeforeTax"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_01ed144d-cd38-4188-a8ca-f5a2b8c647a5" xlink:to="loc_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_933165e4-e8b4-428d-a00b-de3e154267f2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeInterest_a756d94a-76e3-479e-9432-f5576ef2583b" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InvestmentIncomeInterest"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_01ed144d-cd38-4188-a8ca-f5a2b8c647a5" xlink:to="loc_us-gaap_InvestmentIncomeInterest_a756d94a-76e3-479e-9432-f5576ef2583b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestExpense_8ac75b92-2135-45f4-b477-e7d18a89ab60" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InterestExpense"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NonoperatingIncomeExpense_01ed144d-cd38-4188-a8ca-f5a2b8c647a5" xlink:to="loc_us-gaap_InterestExpense_8ac75b92-2135-45f4-b477-e7d18a89ab60" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_aa2c14af-57e1-46e5-af3b-ef27d4fffd34" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GrossProfit_1a0adfd6-d5f0-4ff3-8515-9a3aaa86466a" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_GrossProfit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_aa2c14af-57e1-46e5-af3b-ef27d4fffd34" xlink:to="loc_us-gaap_GrossProfit_1a0adfd6-d5f0-4ff3-8515-9a3aaa86466a" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_SellingGeneralAndAdministrativeExpense_b7fc3be0-cd3e-40ac-a140-320ba43f8eed" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_SellingGeneralAndAdministrativeExpense"/>
    <link:calculationArc order="2" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_OperatingIncomeLoss_aa2c14af-57e1-46e5-af3b-ef27d4fffd34" xlink:to="loc_us-gaap_SellingGeneralAndAdministrativeExpense_b7fc3be0-cd3e-40ac-a140-320ba43f8eed" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/CondensedConsolidatedStatementsofComprehensiveIncomeUnaudited" xlink:type="simple" xlink:href="coco-20230930.xsd#CondensedConsolidatedStatementsofComprehensiveIncomeUnaudited"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/CondensedConsolidatedStatementsofComprehensiveIncomeUnaudited" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ComprehensiveIncomeNetOfTax_b2432d45-c725-4857-9921-ddb39e3e3c29" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ComprehensiveIncomeNetOfTax"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationAdjustmentNetOfTaxPortionAttributableToParent_15ca4e40-1b80-4075-b00a-ac09b402c546" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationAdjustmentNetOfTaxPortionAttributableToParent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_b2432d45-c725-4857-9921-ddb39e3e3c29" xlink:to="loc_us-gaap_OtherComprehensiveIncomeForeignCurrencyTransactionAndTranslationAdjustmentNetOfTaxPortionAttributableToParent_15ca4e40-1b80-4075-b00a-ac09b402c546" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_73ce8953-070f-4ad4-9159-8d44d4b90a27" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetIncomeLoss"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_ComprehensiveIncomeNetOfTax_b2432d45-c725-4857-9921-ddb39e3e3c29" xlink:to="loc_us-gaap_NetIncomeLoss_73ce8953-070f-4ad4-9159-8d44d4b90a27" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/CondensedConsolidatedStatementsofCashFlowsUnaudited" xlink:type="simple" xlink:href="coco-20230930.xsd#CondensedConsolidatedStatementsofCashFlowsUnaudited"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/CondensedConsolidatedStatementsofCashFlowsUnaudited" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_212233ee-37eb-4da7-8f6a-9efa0a05b2a9" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_eaeb513a-aa43-400d-a20a-35d16e7f35e7" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_PaymentsToAcquirePropertyPlantAndEquipment"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_212233ee-37eb-4da7-8f6a-9efa0a05b2a9" xlink:to="loc_us-gaap_PaymentsToAcquirePropertyPlantAndEquipment_eaeb513a-aa43-400d-a20a-35d16e7f35e7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromSaleOfPropertyPlantAndEquipment_d0d28ee9-083d-42d1-a695-f8ed5ad843cb" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromSaleOfPropertyPlantAndEquipment"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_212233ee-37eb-4da7-8f6a-9efa0a05b2a9" xlink:to="loc_us-gaap_ProceedsFromSaleOfPropertyPlantAndEquipment_d0d28ee9-083d-42d1-a695-f8ed5ad843cb" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_0a775279-c1b0-417c-9382-9e3619297f08" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromLongTermLinesOfCredit_73e1c28c-3cfe-4cca-a8a5-16f8b5774847" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromLongTermLinesOfCredit"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_0a775279-c1b0-417c-9382-9e3619297f08" xlink:to="loc_us-gaap_ProceedsFromLongTermLinesOfCredit_73e1c28c-3cfe-4cca-a8a5-16f8b5774847" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromRepaymentsOfNotesPayable_063d6b67-2104-48de-a039-869dbb63413d" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromRepaymentsOfNotesPayable"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_0a775279-c1b0-417c-9382-9e3619297f08" xlink:to="loc_us-gaap_ProceedsFromRepaymentsOfNotesPayable_063d6b67-2104-48de-a039-869dbb63413d" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProceedsFromStockOptionsExercised_5c3cbbbc-6288-49f4-b878-f6667d4f2e3b" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProceedsFromStockOptionsExercised"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_0a775279-c1b0-417c-9382-9e3619297f08" xlink:to="loc_us-gaap_ProceedsFromStockOptionsExercised_5c3cbbbc-6288-49f4-b878-f6667d4f2e3b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_RepaymentsOfLongTermLinesOfCredit_65142a3d-53d8-42db-b8bd-0fd7508d2894" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_RepaymentsOfLongTermLinesOfCredit"/>
    <link:calculationArc order="4" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_0a775279-c1b0-417c-9382-9e3619297f08" xlink:to="loc_us-gaap_RepaymentsOfLongTermLinesOfCredit_65142a3d-53d8-42db-b8bd-0fd7508d2894" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_be1d4b08-2319-4ec9-87af-7ae35bab924d" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_a8268006-54e6-46be-9ed9-d24541b15d7c" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_be1d4b08-2319-4ec9-87af-7ae35bab924d" xlink:to="loc_us-gaap_NetCashProvidedByUsedInFinancingActivities_a8268006-54e6-46be-9ed9-d24541b15d7c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_c9b6f88d-2193-46e3-a2a7-67f643c45f6f" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_be1d4b08-2319-4ec9-87af-7ae35bab924d" xlink:to="loc_us-gaap_NetCashProvidedByUsedInInvestingActivities_c9b6f88d-2193-46e3-a2a7-67f643c45f6f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_133b5dc0-bd26-46e4-acc1-6ee024105ede" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_be1d4b08-2319-4ec9-87af-7ae35bab924d" xlink:to="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_133b5dc0-bd26-46e4-acc1-6ee024105ede" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_584e1b57-3434-4388-aca6-1e119a5fa56c" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseIncludingExchangeRateEffect_be1d4b08-2319-4ec9-87af-7ae35bab924d" xlink:to="loc_us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_584e1b57-3434-4388-aca6-1e119a5fa56c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivities"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrealizedGainLossOnDerivatives_8ca7f766-4c57-44fa-b7ec-2fde3915a258" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_UnrealizedGainLossOnDerivatives"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_UnrealizedGainLossOnDerivatives_8ca7f766-4c57-44fa-b7ec-2fde3915a258" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_coco_IncreaseDecreaseInAccountsPayableAccruedLiabilitiesAndOtherLiabilitiesNoncurrent_9cd17b53-faee-45e2-88b2-f2193362759b" xlink:href="coco-20230930.xsd#coco_IncreaseDecreaseInAccountsPayableAccruedLiabilitiesAndOtherLiabilitiesNoncurrent"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_coco_IncreaseDecreaseInAccountsPayableAccruedLiabilitiesAndOtherLiabilitiesNoncurrent_9cd17b53-faee-45e2-88b2-f2193362759b" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ShareBasedCompensation_14364c4f-8e4c-4db2-8198-d1c302f12268" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ShareBasedCompensation"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_ShareBasedCompensation_14364c4f-8e4c-4db2-8198-d1c302f12268" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_DepreciationAndAmortization_1c5ddfb8-76b3-4d55-b331-3d26bd634985" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_DepreciationAndAmortization"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_DepreciationAndAmortization_1c5ddfb8-76b3-4d55-b331-3d26bd634985" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NetIncomeLoss_9a9c2f01-a4cf-4a83-bffe-dad11a0d46d5" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NetIncomeLoss"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_NetIncomeLoss_9a9c2f01-a4cf-4a83-bffe-dad11a0d46d5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_58d6cd8e-deac-45b7-b66e-3795b1f736b2" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets"/>
    <link:calculationArc order="6" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_IncreaseDecreaseInPrepaidDeferredExpenseAndOtherAssets_58d6cd8e-deac-45b7-b66e-3795b1f736b2" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ProvisionForLoanLossesExpensed_e473b930-3859-4c01-9afa-170c8a023be7" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ProvisionForLoanLossesExpensed"/>
    <link:calculationArc order="7" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_ProvisionForLoanLossesExpensed_e473b930-3859-4c01-9afa-170c8a023be7" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_420d38d9-f0a8-48fa-a45f-5a4428effeb8" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInAccountsReceivable"/>
    <link:calculationArc order="8" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_IncreaseDecreaseInAccountsReceivable_420d38d9-f0a8-48fa-a45f-5a4428effeb8" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncreaseDecreaseInInventories_d86f3ca0-dd3b-4b3b-a972-4f5d6e2ff81c" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncreaseDecreaseInInventories"/>
    <link:calculationArc order="9" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_IncreaseDecreaseInInventories_d86f3ca0-dd3b-4b3b-a972-4f5d6e2ff81c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense_47b5da3e-6045-445e-9ac4-54254a107662" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense"/>
    <link:calculationArc order="10" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_OperatingLeaseRightOfUseAssetAmortizationExpense_47b5da3e-6045-445e-9ac4-54254a107662" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_GainLossOnSaleOfPropertyPlantEquipment_a6e67eb9-7ae8-481b-91d3-781192dd8d6f" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_GainLossOnSaleOfPropertyPlantEquipment"/>
    <link:calculationArc order="11" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_GainLossOnSaleOfPropertyPlantEquipment_a6e67eb9-7ae8-481b-91d3-781192dd8d6f" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_FinanceLeaseRightOfUseAssetAmortization_f15404c5-a3b1-4020-b376-9542694cde29" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_FinanceLeaseRightOfUseAssetAmortization"/>
    <link:calculationArc order="12" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NetCashProvidedByUsedInOperatingActivities_b7baf38a-a719-47c8-b975-a8b2acf2b1fa" xlink:to="loc_us-gaap_FinanceLeaseRightOfUseAssetAmortization_f15404c5-a3b1-4020-b376-9542694cde29" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/SummaryofSignificantAccountingPoliciesAllowanceforCreditLossDetails" xlink:type="simple" xlink:href="coco-20230930.xsd#SummaryofSignificantAccountingPoliciesAllowanceforCreditLossDetails"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/SummaryofSignificantAccountingPoliciesAllowanceforCreditLossDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_coco_AccountsReceivableAndSupplierAdvancesAllowanceForCreditLoss_9e0822f9-0445-44e0-937c-5a27a848ffa2" xlink:href="coco-20230930.xsd#coco_AccountsReceivableAndSupplierAdvancesAllowanceForCreditLoss"/>
    <link:loc xlink:type="locator" xlink:label="loc_coco_SupplierAdvancesAllowanceForCreditLoss_5630a144-7a84-4ffe-86b7-84a2beeee2d5" xlink:href="coco-20230930.xsd#coco_SupplierAdvancesAllowanceForCreditLoss"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_coco_AccountsReceivableAndSupplierAdvancesAllowanceForCreditLoss_9e0822f9-0445-44e0-937c-5a27a848ffa2" xlink:to="loc_coco_SupplierAdvancesAllowanceForCreditLoss_5630a144-7a84-4ffe-86b7-84a2beeee2d5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_AllowanceForDoubtfulAccountsReceivable_3928d9d1-6df7-4650-980d-3df26df0ac1a" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_AllowanceForDoubtfulAccountsReceivable"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_coco_AccountsReceivableAndSupplierAdvancesAllowanceForCreditLoss_9e0822f9-0445-44e0-937c-5a27a848ffa2" xlink:to="loc_us-gaap_AllowanceForDoubtfulAccountsReceivable_3928d9d1-6df7-4650-980d-3df26df0ac1a" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/InventoryDetails" xlink:type="simple" xlink:href="coco-20230930.xsd#InventoryDetails"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/InventoryDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryNet_af524ff5-bc29-4bf4-b33e-c61348432e42" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InventoryNet"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryRawMaterialsAndSuppliesNetOfReserves_a0bea145-3cac-4fe9-98b0-842b637a30d9" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InventoryRawMaterialsAndSuppliesNetOfReserves"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_af524ff5-bc29-4bf4-b33e-c61348432e42" xlink:to="loc_us-gaap_InventoryRawMaterialsAndSuppliesNetOfReserves_a0bea145-3cac-4fe9-98b0-842b637a30d9" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InventoryFinishedGoodsNetOfReserves_668736e1-894b-429c-b9b3-d91993f0e3f7" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InventoryFinishedGoodsNetOfReserves"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_InventoryNet_af524ff5-bc29-4bf4-b33e-c61348432e42" xlink:to="loc_us-gaap_InventoryFinishedGoodsNetOfReserves_668736e1-894b-429c-b9b3-d91993f0e3f7" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/DebtSummaryofCreditFacilityandNotesPayableDetails" xlink:type="simple" xlink:href="coco-20230930.xsd#DebtSummaryofCreditFacilityandNotesPayableDetails"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/DebtSummaryofCreditFacilityandNotesPayableDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NotesPayable_eb2a7924-1a8a-4eed-a4d8-9f7aabe6e042" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NotesPayable"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_NotesPayableCurrent_cc2b300d-abfc-49da-ad58-cdc322df1b16" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_NotesPayableCurrent"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NotesPayable_eb2a7924-1a8a-4eed-a4d8-9f7aabe6e042" xlink:to="loc_us-gaap_NotesPayableCurrent_cc2b300d-abfc-49da-ad58-cdc322df1b16" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_LongTermNotesPayable_3827e4b2-f86b-4afd-9db3-dfd5e7554b65" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_LongTermNotesPayable"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_NotesPayable_eb2a7924-1a8a-4eed-a4d8-9f7aabe6e042" xlink:to="loc_us-gaap_LongTermNotesPayable_3827e4b2-f86b-4afd-9db3-dfd5e7554b65" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/EarningsPerShareDetails" xlink:type="simple" xlink:href="coco-20230930.xsd#EarningsPerShareDetails"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/EarningsPerShareDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_003392ac-e30b-4a96-8f7e-171c5b7bb0ed" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_64780d3e-428a-481d-9066-c2e9e0c89261" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_WeightedAverageNumberOfSharesOutstandingBasic"/>
    <link:calculationArc order="1" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_003392ac-e30b-4a96-8f7e-171c5b7bb0ed" xlink:to="loc_us-gaap_WeightedAverageNumberOfSharesOutstandingBasic_64780d3e-428a-481d-9066-c2e9e0c89261" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_2122dfed-739e-4a27-a7a0-4b97f90646df" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_WeightedAverageNumberOfDilutedSharesOutstanding_003392ac-e30b-4a96-8f7e-171c5b7bb0ed" xlink:to="loc_us-gaap_IncrementalCommonSharesAttributableToShareBasedPaymentArrangements_2122dfed-739e-4a27-a7a0-4b97f90646df" xlink:type="arc"/>
  </link:calculationLink>
  <link:roleRef roleURI="http://www.vitacoco.com/role/SegmentReportingReconciliationofGrossProfittoIncomeLossBeforeIncomeTaxesDetails" xlink:type="simple" xlink:href="coco-20230930.xsd#SegmentReportingReconciliationofGrossProfittoIncomeLossBeforeIncomeTaxesDetails"/>
  <link:calculationLink xlink:role="http://www.vitacoco.com/role/SegmentReportingReconciliationofGrossProfittoIncomeLossBeforeIncomeTaxesDetails" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_cb4aeed0-c2a1-4a17-83c5-c9df7e06a1d5" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InterestExpense_09f3bd25-2a79-4f55-8eee-72f7978aae3c" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InterestExpense"/>
    <link:calculationArc order="1" weight="-1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_cb4aeed0-c2a1-4a17-83c5-c9df7e06a1d5" xlink:to="loc_us-gaap_InterestExpense_09f3bd25-2a79-4f55-8eee-72f7978aae3c" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_InvestmentIncomeInterest_bdc1492b-821c-4034-9937-22a260b638d5" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_InvestmentIncomeInterest"/>
    <link:calculationArc order="2" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_cb4aeed0-c2a1-4a17-83c5-c9df7e06a1d5" xlink:to="loc_us-gaap_InvestmentIncomeInterest_bdc1492b-821c-4034-9937-22a260b638d5" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_UnrealizedGainLossOnDerivatives_767519f0-1d0d-40cb-b207-b6c143dad4ae" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_UnrealizedGainLossOnDerivatives"/>
    <link:calculationArc order="3" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_cb4aeed0-c2a1-4a17-83c5-c9df7e06a1d5" xlink:to="loc_us-gaap_UnrealizedGainLossOnDerivatives_767519f0-1d0d-40cb-b207-b6c143dad4ae" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_dee02dd1-4ca8-45e8-a9ef-f1b5e3423169" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_ForeignCurrencyTransactionGainLossBeforeTax"/>
    <link:calculationArc order="4" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_cb4aeed0-c2a1-4a17-83c5-c9df7e06a1d5" xlink:to="loc_us-gaap_ForeignCurrencyTransactionGainLossBeforeTax_dee02dd1-4ca8-45e8-a9ef-f1b5e3423169" xlink:type="arc"/>
    <link:loc xlink:type="locator" xlink:label="loc_us-gaap_OperatingIncomeLoss_9cd8678f-0e4b-4946-af1c-c35ff75848b1" xlink:href="https://xbrl.fasb.org/us-gaap/2023/elts/us-gaap-2023.xsd#us-gaap_OperatingIncomeLoss"/>
    <link:calculationArc order="5" weight="1.0" xlink:arcrole="http://www.xbrl.org/2003/arcrole/summation-item" xlink:from="loc_us-gaap_IncomeLossFromContinuingOperationsBeforeIncomeTaxesExtraordinaryItemsNoncontrollingInterest_cb4aeed0-c2a1-4a17-83c5-c9df7e06a1d5" xlink:to="loc_us-gaap_OperatingIncomeLoss_9cd8678f-0e4b-4946-af1c-c35ff75848b1" xlink:type="arc"/>
  </link:calculationLink>
</link:linkbase>
