Quantum coherence plays a fundamental and operational role in different areas of physics. A resource theory has been developed to characterize the coherence of distinguishable particles systems. Here we show that indistinguishability of identical particles is a source of coherence, even when they are independently prepared. In particular, under spatially local operations, states that are incoherent for distinguishable particles, can be coherent for indistinguishable particles under the same procedure. We present a phase discrimination protocol, in which we demonstrate the operational advantage of using two indistinguishable particles rather than distinguishable ones. The coherence due to the quantum indistinguishability significantly reduces the error probability of guessing the phase using the most general measurements. PACS numbers: 03.65.Ta, 03.67.-a, 03.67.Mn, 03.65.UdIntroduction. -Quantum coherence concerns the possibility to create a quantum state as a superposition of two or more different configurations. Recently, a resource theory of coherence has been proposed, in order to characterize, quantify and exploit coherence [1][2][3][4][5][6][7]. Chosen a reference basis, diagonal and non diagonal states in that basis are called incoherent (free) states and coherent (resource) states, respectively. The free operations to which we have access, in accordance with physical constraints imposed on the system, are the so-called incoherent operations. They cannot create coherence starting from incoherent states. It has been shown that coherence of a quantum state has an operational relevance in the implementation of phase discrimination protocols using distinguishable particles: the robustness of coherence quantifies not only the amount of coherence of a quantum state but also the advantage offered by its presence in a metrology protocol [3,8]. In the context of quantum thermodynamics, a link between the coherence of a quantum state and the extractable work has been identified [9], and very recently the role of quantum coherence as a resource for the non-equilibrium entropy production has been pinpointed [10].