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This paper presents a benchmark problem for evaluating superposition-based numerical methods used in crack analysis. The infinite plate with a center crack under far-field tension (Mode I) is solved using the Williams stress function superposition principle. A "full" solution — including singular, constant, and regular terms — is derived analytically. Numerical methods (XFEM, BEM, FEM with enriched elements) are benchmarked against this exact solution for displacement and stress fields. The benchmark quantifies errors in stress intensity factor (SIF) and near-tip field accuracy. Results show that superposition of at least the first three Williams terms is required for full-field convergence within 1% error. The benchmark is provided as an open-source reference for code validation.