DNA is a promising medium for data storage, but the high cost of DNA synthesis remains a major obstacle to its widespread deployment. In the reference-based synthesis model, synthesis time is measured by the length of the reference sequence. Previous studies have analyzed code sizes under synthesis-time constraints and constructed cost-constrained codes, including codes that correct deletions. In this paper, we study the minimum synthesis time for codes of prescribed size, considering both unrestricted codes and single-deletion correcting codes. We establish finite-length lower bounds valid for arbitrary reference sequences and upper bounds using existing $q$-ary differential VT codes. For fixed $q\geq3$, $A>0$, and $R\in(0,1)$, we determine the minimum synthesis time up to an $O(1)$ term when the code size is $M_n=\lfloor Aq^{Rn}\rfloor$. The corresponding redundancy is $(1-R)n\log_2q-\log_2A+o(1)$ bits. In particular, for these code sizes, the minimum synthesis time for single-deletion correcting codes exceeds that for unrestricted codes by a term proportional to $\ln n$, and we determine its coefficient. We also derive upper and lower bounds for code sizes $\lfloor q^n/(nq^{s_n})\rfloor$, where $s_n\to\infty$ and $s_n=o(n)$. These sizes correspond to redundancy $\log_2 n+s_n\log_2q+o(1)$ bits. For code sizes $\lfloor q^n/(nq^c)\rfloor$ with fixed constant $c$, the redundancy is $\log_2 n+c\log_2q+o(1)$ bits. We give conditions under which single-deletion correcting codes exist or do not exist for all sufficiently large $n$, together with bounds on the minimum synthesis time. These results show how code size and the single-deletion correcting constraint affect synthesis time and provide theoretical guidance for the construction of cost-constrained codes.

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