The desirable encryption scheme combines high security with high efficiency for variable-length outputs. To increase security and since designing dedicated secure PRFs as building blocks for encryption schemes is difficult, various works have studied building optimally secure PRFs from the sum of independent permutations (SoP), which led to Encrypted Davies–Meyer (EDM), its dual (EDMD), and the Summation-Truncation Hybrid (STH). To increase efficiency, reducing the number of rounds in primitives has gained traction, as shown, e.g., in AEZ or Andreeva et al.’s ForkCiphers. While both directions, the use of sums of permutations and the use of round-reduced and forked constructions, have shown to be valuable on their own, their combination could give rise to primitives that provided both advantages, as FastPRF indicated. However, this combination has lacked a systematic study so far. This paper aims to address the lack of systematism. We suggest a categorization of sum-based PRF constructions in terms of three desiderata: (1) birthday-bound vs. optimal PRF security, (2) fixed- vs. variable-length outputs, as well as constructions from (3) full vs. reduced-round primitives. This categorization allows us to easily identify previously unaddressed gaps that we fill with secure and efficient fixed- and variable-output-length PRFs: we fork SoP and STH to obtain ForkSoP and ForkSTH, respectively; we extend STH to the variable-output-length construction XTH, and propose ForkXORP, ForkXTH, as well as ForkEDMXORP and ForkEDMDXORP as the variable-output-length and forked versions of XORP, STH, FastPRF, and FastPRF’s dual, respectively. Among them, we identify ForkXORP, ForkEDMXORP, and ForkEDMDXORP as variable-output-length PRFs that can achieve close to optimal security and very high efficiency. We prove almost optimal PRF security for their non-forked counterparts EDMXORP and EDMDXORP under the reasonable assumption that the underlying permutations are pairwise independent. To demonstrate their excellent efficiency in practice, we propose instantiations based on the AES round function for ForkEDMDXORP and ForkXORP that need only 0.40 cycles per byte or less on current off-the-shelf processors and support them with cryptanalysis against the most relevant attacks.