Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodAugust 2026
Payment Date9/15/2026
Transaction Month39 
Additional information about the structure, cashflows, defined terms and parties for this transaction can be found in the prospectus, available on the SEC website (http://www.sec.gov) under the registration number 333-258040 and at https://www.ford.com/finance/investor-center/asset-backed-securitization.
I. ORIGINAL DEAL PARAMETERS    
Dollar Amount# of ReceivablesWeighted Avg Remaining Term at Cutoff
Initial Pool Balance$1,719,380,848.17 49,034 56.5 months
Dollar AmountNote Interest RateFinal Scheduled Payment Date
Original Securities
          Class A-1 Notes$350,000,000.00 5.517 %July 15, 2024
          Class A-2a Notes$350,000,000.00 5.57 %June 15, 2026
          Class A-2b Notes$250,000,000.00 4.12650 %*June 15, 2026
          Class A-3 Notes$479,000,000.00 5.23 %May 15, 2028
          Class A-4 Notes$71,000,000.00 5.06 %February 15, 2029
          Class B Notes$47,330,000.00 5.56 %March 15, 2029
          Class C Notes$31,610,000.00 5.71 %December 15, 2030
                         Total$1,578,940,000.00 
* 30-day average SOFR + 0.49%
II. AVAILABLE FUNDS
Interest:
        Interest Collections$1,450,076.71 
Principal:
        Principal Collections$11,771,881.87 
        Prepayments in Full$5,829,445.49 
        Liquidation Proceeds$229,988.59 
        Recoveries$267,389.65 
                  Sub Total$18,098,705.60 
Collections$19,548,782.31 
Purchase Amounts:
        Purchase Amounts Related to Principal$183,680.69 
        Purchase Amounts Related to Interest$1,335.64 
                  Sub Total$185,016.33 
        Clean-up Call$0.00
        Reserve Account Draw Amount$0.00 
Available Funds - Total$19,733,798.64 
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Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodAugust 2026
Payment Date9/15/2026
Transaction Month39 
III. DISTRIBUTIONS
Calculated AmountAmount PaidShortfallCarryover ShortfallRemaining Available Funds
Trustee and Other Fees/Expenses$0.00 $0.00 $0.00 $0.00 $19,733,798.64 
Servicing Fee$251,206.74 $251,206.74 $0.00 $0.00 $19,482,591.90 
Interest - Class A-1 Notes$0.00 $0.00 $0.00 $0.00 $19,482,591.90 
Interest - Class A-2a Notes$0.00 $0.00 $0.00 $0.00 $19,482,591.90 
Interest - Class A-2b Notes$0.00 $0.00 $0.00 $0.00 $19,482,591.90 
Interest - Class A-3 Notes$436,278.53 $436,278.53 $0.00 $0.00 $19,046,313.37 
Interest - Class A-4 Notes$299,383.33 $299,383.33 $0.00 $0.00 $18,746,930.04 
First Priority Principal Payment$0.00 $0.00 $0.00 $0.00 $18,746,930.04 
Interest - Class B Notes$219,295.67 $219,295.67 $0.00 $0.00 $18,527,634.37 
Second Priority Principal Payment$0.00 $0.00 $0.00 $0.00 $18,527,634.37 
Interest - Class C Notes$150,410.92 $150,410.92 $0.00 $0.00 $18,377,223.45 
Reserve Account Deposit$0.00 $0.00 $0.00 $0.00 $18,377,223.45 
Regular Principal Payment$16,682,309.88 $16,682,309.88 $0.00 $0.00 $1,694,913.57 
Additional Trustee and Other Fees/Expenses$0.00 $0.00 $0.00 $0.00 $1,694,913.57 
Residual Released to Depositor$0.00 $1,694,913.57 $0.00 $0.00 $0.00 
Total$19,733,798.64 
Principal Payment:
        First Priority Principal Payment$0.00 
        Second Priority Principal Payment$0.00 
        Regular Principal Payment$16,682,309.88 
        Total$16,682,309.88 
IV. NOTEHOLDER PAYMENTS
Noteholder Principal PaymentsNoteholder Interest PaymentsTotal Payment
Per $1,000 ofPer $1,000 ofPer $1,000 of
Actual Original BalanceActualOriginal BalanceActualOriginal Balance
Class A-1 Notes$0.00 $0.00 $0.00 $0.00 $0.00 $0.00 
Class A-2a Notes$0.00 $0.00 $0.00 $0.00 $0.00 $0.00 
Class A-2b Notes$0.00 $0.00 $0.00 $0.00 $0.00 $0.00 
Class A-3 Notes$16,682,309.88 $34.83 $436,278.53 $0.91 $17,118,588.41 $35.74 
Class A-4 Notes$0.00 $0.00 $299,383.33 $4.22 $299,383.33 $4.22 
Class B Notes$0.00 $0.00 $219,295.67 $4.63 $219,295.67 $4.63 
Class C Notes$0.00 $0.00 $150,410.92 $4.76 $150,410.92 $4.76 
Total$16,682,309.88 $10.57 $1,105,368.45 $0.70 $17,787,678.33 $11.27 
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Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodAugust 2026
Payment Date9/15/2026
Transaction Month39 

V. NOTE BALANCE AND POOL INFORMATION
Beginning of PeriodEnd of Period
BalanceNote Factor BalanceNote Factor
Class A-1 Notes$0.00 0.0000000$0.00 0.0000000
Class A-2a Notes$0.00 0.0000000$0.00 0.0000000
Class A-2b Notes$0.00 0.0000000$0.00 0.0000000
Class A-3 Notes$100,102,147.56 0.2089815$83,419,837.68 0.1741541
Class A-4 Notes$71,000,000.00 1.0000000$71,000,000.00 1.0000000
Class B Notes$47,330,000.00 1.0000000$47,330,000.00 1.0000000
Class C Notes$31,610,000.00 1.0000000$31,610,000.00 1.0000000
Total$250,042,147.56 0.1583608$233,359,837.68 0.1477953
Pool Information
Weighted Average APR5.848 %5.875 %
Weighted Average Remaining Term29.1628.41
Number of Receivables Outstanding16,12315,591
Pool Balance$301,448,084.42 $283,123,375.10 
Adjusted Pool Balance (Pool Balance - YSOC Amount)$282,195,431.77 $265,238,251.25 
Pool Factor0.17532360.1646659

VI. OVERCOLLATERALIZATION INFORMATION
Specified Reserve Balance$3,947,366.14 
Yield Supplement Overcollateralization Amount$17,885,123.85 
Targeted Overcollateralization Amount$49,763,537.42 
Actual Overcollateralization Amount (EOP Pool Balance - EOP Note Balance)$49,763,537.42 

VII. RECONCILIATION OF RESERVE ACCOUNT
Beginning Reserve Account Balance$3,947,366.14 
Reserve Account Deposits Made$0.00 
Reserve Account Draw Amount$0.00 
Ending Reserve Account Balance$3,947,366.14 
Change in Reserve Account Balance$0.00 
Specified Reserve Balance$3,947,366.14 

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Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodAugust 2026
Payment Date9/15/2026
Transaction Month39 
VIII. NET LOSS AND DELINQUENT RECEIVABLES
# of ReceivablesAmount
Current Collection Period Loss:
Realized Loss (Charge-Offs)47$309,712.68 
(Recoveries)101$267,389.65 
Net Loss for Current Collection Period$42,323.03 
Ratio of Net Loss for Current Collection Period to Beginning of Period Pool Balance (annualized)0.1685 %
Prior and Current Collection Periods Average Loss:
Ratio of Net Loss to the Average Pool Balance (annualized)
Third Prior Collection Period0.4842 %
Second Prior Collection Period0.0471 %
Prior Collection Period0.6465 %
Current Collection Period0.1738 %
Four Month Average (Current and Prior Three Collection Periods)0.3379 %
Cumulative Loss:
Cumulative Realized Loss (Charge-Offs)2,974$18,576,792.06 
(Cumulative Recoveries)$3,693,808.77 
Cumulative Net Loss for All Collection Periods$14,882,983.29 
Ratio of Cumulative Net Loss for all Collection Periods to Initial Pool Balance0.8656 %
Average Realized Loss for Receivables that have experienced a Realized Loss$6,246.40 
Average Net Loss for Receivables that have experienced a Realized Loss$5,004.37 
% of EOP Pool Balance# of ReceivablesAmount
Delinquent Receivables:
31-60 Days Delinquent2.34 %245$6,615,622.06 
61-90 Days Delinquent0.40 %37$1,122,804.36 
91-120 Days Delinquent0.07 %7$195,494.08 
Over 120 Days Delinquent0.34 %25$963,889.04 
Total Delinquent Receivables3.14 %314$8,897,809.54 
Repossession Inventory:
Repossessed in the Current Collection Period17$502,339.79 
Total Repossessed Inventory37$1,174,899.91 
Number of 61+ Delinquent Receivables to EOP Number of Outstanding Receivables:
Second Prior Collection Period 0.4668 %
Prior Collection Period 0.3907 %
Current Collection Period 0.4426 %
Three Month Average0.4334 %
Delinquency Trigger (61+ Delinquent Receivables)
Transaction MonthTrigger
1-120.80%
13-241.50%
25-362.60%
37+4.40%
 61+ Delinquent Receivables Balance to EOP Pool Balance0.8061 %
Delinquency Trigger OccurredNo
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Ford Credit Auto Owner Trust 2023-B
Monthly Investor Report
Collection PeriodAugust 2026
Payment Date9/15/2026
Transaction Month39 

Receivables Granted Extensions in the Current Collection Period:# of ReceivablesAmount
1 Month Extended52$1,448,154.92 
2 Months Extended67$1,922,720.80 
3+ Months Extended20$522,142.18 
Total Receivables Extended139$3,893,017.90 
IX. REPURCHASE DEMAND ACTIVITY (RULE 15Ga-1)
No Activity to report
Most Recent Form ABS-15G for repurchase demand activity
Filed by: Ford Motor Credit Company LLC
CIK#: 0000038009
Date: February 6, 2026
X. FLOATING RATE BENCHMARK: BENCHMARK TRANSITION
Benchmark Transition Event: N/A
Benchmark Replacement Date:N/A
Unadjusted Benchmark Replacement: N/A
Benchmark Replacement Adjustment: N/A
Benchmark Replacement Conforming Changes:N/A

SERVICER CERTIFICATION
THIS REPORT IS ACCURATE IN ALL MATERIAL RESPECTS.
Ford Motor Credit Company LLC
/s/ Ryan M. Hershberger
Assistant Treasurer

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