BBC Sport says Spurs have failed with an offer of £50 million for the Ghana international.
Kudus' contract holds an £85 million buyout clause this summer and he is open to leaving the Irons.
Talks between Spurs and West Ham are ongoing, with Chelsea also monitoring developments.
West Ham are ready to sell Kudus this summer as they seek to boost manager Graham Potter's transfer kitty.