Magnetic vortices in soft ferromagnetic nano-disks have been extensively studied for at least several decades both for their fundamental (as a "live" macroscopic realization of a field theory model of an elementary particle) as well as applied value for high-speed high-density power-independent information storage. Here it is shown that there is another vortex state in nano-scale ferromagnetic disks of several exchange lengths in size. The energy of this large vortex state is computed numerically (within the framework of Magnetism@home distributed computing project) and its stability is studied analytically, which allows to plot it on magnetic phase diagram. It is the ground state of cylinders of certain sizes and is metastable in a wider set of geometries. Large vortices exist on par with classical ones, while being separated by an energy barrier, controllable by tuning the geometry and material of ferromagnetic disk. This state can be an excellent candidate for magnetic information storage not only because the resulting disk sizes are among the smallest, able to support magnetic vortices, but also because it is the closest to the classical vortex state of all other known metastable states of magnetic nano-cylinder, which implies, that the memory, based on switching between these two different types of magnetic vortices, may, potentially, achieve the highest possible rate of switching. [5], including the remarkable results on switching the vortex core polarity by ultrashort in-plane magnetic field pulses[6-8]. However, despite the driving pulses can be made extremely short, the switching itself is usually accompanied by much longer magnetization dynamics during which the new equilibrium state is established [9]. If the switching process involves creation of additional vortices and anti-vortices, they must be annihilated at the end, which implies significant spin-wave generation [10]. The energy of these spin-waves (as well as other energy, accumulated by magnetization) must be dissipated, which limits the sustained rate of switching of such a devices. This limitation is more pronounced, the longer is the trajectory, each spin must pass during the switching, or, the bigger is the distance between the metastable states used. Knowing these states is, therefore, very important for applications and also is an intriguing fundamental problem. Similarity of the equations means that finding a new metastable state in nano-magnetism is like discovering a new elementary particle in non-linear field theory. With a difference that nano-magnets have boundary, allowing for existence of additional states, such as boundary-bound half-vortices and anti-vortices[11] as well as large vortices.Because the equations for equilibrium magnetic textures are non-linear and non-local, solving them for stationary states usually involves significant guesswork. Usually, new states (such as domain structures or new types of domain walls) are first observed in experiments (or numerical experiments) and only then described theoretically. The ex...