For any even integer k 4, let E k be the normalized Eisenstein series of weight k for SL 2 (Z). Also let D be the closure of the standard fundamental domain of the Poincaré upper half plane modulo SL 2 (Z). F. K. C. Rankin and H. P. F. Swinnerton-Dyer showed that all zeros of E k in D are of modulus one. In this article, we study the critical points of E k , that is to say the zeros of the derivative of E k . We show that they are simple. We count those belonging to D, prove that they are located on the two vertical edges of D and produce explicit intervals that separate them. We then count those belonging to γD, for any γ ∈ SL 2 (Z).2010 Mathematics Subject Classification. 11F11, 11F99, 11M36. Key words and phrases. Zeros, Derivatives of Eisenstein series, Quasi-modular forms. Research of this article was partially supported by the Indo-French Program in Mathematics (IFPM). Both authors would like to thank IFPM for financial support and Institute of Mathematical Sciences and Sorbonne Université for providing excellent research environments. The first author would also like to acknowledge MTR/2018/000202, SPARC project 445 and DAE number theory plan project for partial financial support.