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During eukaryotic translation initiation, the small (40S) ribosomal subunit is recruited to the 5' cap and subsequently scans the 5' untranslated region (5' UTR) of mRNA in search of the start codon. The molecular mechanism of mRNA scanning remains unclear. Here, using GFP reporters in Saccharomyces cerevisiae cells, we show that order-of-magnitude variations in the lengths of unstructured 5' UTRs have a modest effect on protein synthesis. These observations indicate that mRNA scanning is not rate limiting in yeast cells. Conversely, the presence of secondary structures in the 5' UTR strongly inhibits translation. Loss-of-function mutations in translational RNA helicases eIF4A and Ded1, as well as mutations in other initiation factors implicated in mRNA scanning, namely eIF4G, eIF4B, eIF3g and eIF3i, produced a similar decrease in translation of GFP reporters with short and long unstructured 5' UTRs. As expected, mutations in Ded1, eIF4B and eIF3i severely diminished translation of the reporters with structured 5' UTRs. Evidently, while RNA helicases eIF4A and Ded1 facilitate 40S recruitment and secondary structure unwinding, they are not rate-limiting for the 40S movement along the 5' UTR. Hence, our data indicate that, instead of helicase-driven translocation, one-dimensional diffusion predominately drives mRNA scanning by the 40S subunits in yeast cells., Competing Interests: CONFLICT OF INTEREST Authors declare no conflict of interest.