The building blocks of 6d (1, 0) SCFTs include certain rank one theories with gauge group G = SU (3), SO(8), F 4 , E 6,7,8 . In this paper, we propose a universal recursion formula for the elliptic genera of all such theories. This formula is solved from the elliptic blowup equations introduced in our previous paper. We explicitly compute the elliptic genera and refined BPS invariants, which recover all previous results from topological string theory, modular bootstrap, Hilbert series, 2d quiver gauge theories and 4d N = 2 superconformal H G theories. We also observe an intriguing relation between the k-string elliptic genus and the Schur indices of rank k H G SCFTs, as a generalization of Lockhart-Zotto's conjecture at the rank one cases. In a subsequent paper, we deal with all other non-Higgsable clusters with matters. arXiv:1905.00864v2 [hep-th] 12 May 2019 E Relation with modular ansatz 85 F Elliptic genera 89 G Refined BPS invariants 971 IntroductionSix is the highest dimension in which representation theory allows for interacting superconformal quantum theories [1]. Limits of non-perturbative string theory compactifications [2] and in particular the decoupling of gravity in F-theory compactifications to 6d provided the first examples [3,4] and lead recently to a complete classification of geometrically engineered 6d superconformal quantum field theories [5][6][7]. Such a classification in 6d is highly desirable, as it might lead by further compactifications, to an exhaustive classification of superconformal theories.The 6d geometry is the one of an -in general desingularised -elliptic fibration with a contractable configuration of desingularised elliptic surfaces fibred over a configuration of curves in the base. In the decoupling limit the volume outside of the configuration of elliptic surfaces is scaled to infinite size, leaving us with an, in general reducible, configuration of complex desingularised elliptic surfaces that can be contracted within a non-compact Calabi-Yau threefold. Because compact components can be contracted such geometries are sometimes called local Calabi-Yau spaces. We will call the above specific ones for short elliptic non-compact Calabi-Yau geometries X and describe them in more detail in section 2.1.The full topological string partition function on these elliptic non-compact CY geometries has received much attention as it contains important information about protected states of the 6d superconformal theories [3,8]. Solving the topological string partition function on compact Calabi-Yau manifolds is currently an open problem. On non-compact Calabi-Yau spaces with an U (1) R isometry a refined topological string partition function Z(t, 1 , 2 ), which depends on the Kähler parameters t and two Ω background parameters 1 , 2 is defined as generating function of refined stable pair invariants. 1 The refinement of the stable pair invariants [9,10] and the relation to the refined BPS invariants N β j l ,jr ∈ N was given in [11,12]. Here β ∈ H 2 (X, Z) is the degree and the half integer...