We investigate the descriptional complexity of deterministic two-way k -head finite automata ( k -DHA). It is shown that between non-deterministic pushdown automata and any k -DHA, k ⩾ 2 , there are savings in the size of description which cannot be bounded by any recursive function. The same is true for the other end of the hierarchy. Such non-recursive trade-offs are also shown between any k -DHA, k ⩾ 1 , and DSPACE ( log ) = multi - DHA . We also address the particular case of unary languages. In general, it is possible that non-recursive trade-offs for arbitrary languages reduce to recursive trade-offs for unary languages. Here we present huge lower bounds for the unary trade-offs between non-deterministic finite automata and any k -DHA, k ⩾ 2 . Furthermore, several known simulation results imply the presented trade-offs for other descriptional systems, e.g., deterministic two-way finite automata with k pebbles or with k linearly bounded counters.