Alkali nitridophosphates AP4N7 and A3P6N11 (A = Na, K, Rb, Cs) have been known for decades. However, their Li homologues have remained elusive. In this work, the highly condensed lithium (imido)nitridophosphates LiP4N7 and Li3−xP6N11−x(NH)x (x = 1.66(3)) were synthesized from LiPN2 and P3N5 in the multianvil press at 10 GPa. They constitute the first lithium nitridophosphates with 3D networks exhibiting a degree of condensation larger than 0.5 and high thermal stability. LiP4N7 crystallizes in the orthorhombic space group P212121 with a = 4.5846(6) Å, b = 8.0094(11) Å, and c = 13.252(2) Å (Z = 4). Li3−xP6N11−x(NH)x crystallizes in the triclinic space group P with Z = 2, a = 4.6911(11) Å, b = 7.024(2) Å, c = 12.736(3) Å, α = 87.726(11), β = 80.279(11), and γ = 70.551(12)°. Both compounds are stable against hydrolysis in air.