There has been considerable recent interest in the mean-field dynamics of various atom-interferometry schemes designed for precision sensing. In the field of quantum metrology, the standard tools for evaluating metrological sensitivity are the classical and quantum Fisher information. In this Letter, we show how these tools can be adapted to evaluate the sensitivity when the behavior is dominated by mean-field dynamics. As an example, we compare the behavior of four recent theoretical proposals for gyroscopes based on matterwave interference in toroidally trapped geometries. We show that while the quantum Fisher information increases at different rates for the various schemes considered, in all cases it is consistent with the wellknown Sagnac phase shift after the matter waves have traversed a closed path. However, we argue that the relevant metric for quantifying interferometric sensitivity is the classical Fisher information, which can vary considerably between the schemes. DOI: 10.1103/PhysRevLett.116.230404 Introduction.-Quantum devices based on matter-wave interferometry, such as atom interferometers [1], atomic Josephson junctions [2], and superfluid helium quantum interference devices [3] have the potential to provide extremely sensitive measurements of inertial quantities such as rotations, accelerations, and gravitational fields [4][5][6][7][8][9][10][11][12]. While the principles of matter-wave interferometers are well understood, in practice, characterizing and optimizing interferometry schemes is still challenging, as there are many competing effects that can affect the sensitivity [13][14][15].While there have recently been proof-of-principle demonstrations of matter-wave interferometers displaying nontrivial quantum correlations [16][17][18][19][20][21][22][23][24], to date, all matter-wave interferometers with inertial sensing capabilities have been well described by mean-field dynamics, which can be obtained by solving either the single particle Schrödinger equation, or the Gross-Pitaevskii equation (GPE) [25]. For example, there have been several recent proposals for atomic gyroscopes based on interference of Bose condensed atoms (BECs) confined in toroidal geometries, or "ring traps" [26][27][28][29][30][31]. The analysis of these schemes has largely been concerned with the complex multimode dynamics of the order-parameter ψðr; tÞ, which displays rich mean-field dynamics due to the interatomic interactions.The field of quantum metrology has developed sophisticated tools for evaluating the sensitivity of measurement devices, such as the quantum Fisher information (QFI) and the classical Fisher information (CFI) [32]. However, such analyses are usually concerned with the development of optimal measurement strategies with exotic quantum states, with the goal of providing measurement sensitivities better than the standard quantum limit [33], and largely ignore the classical effects that dominate matter-wave interferometry, such as maximizing interrogation times and mode matching,