Exhibit 23

CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

We consent to the incorporation by reference in Registration Statement No. 333-237579 on Form S-3 of our report dated December 17, 2020, relating to the consolidated financial statements of John Deere Capital Corporation and subsidiaries appearing in this Annual Report on Form 10-K for the year ended November 1, 2020.

/s/ DELOITTE & TOUCHE LLP

Chicago, Illinois

December 17, 2020