Apart from the sports mentioned above, Sociedad Gimnástica hosted a large list of activities such as athletics, basketball, boxing, fencing, field hockey, mountaineering, Olympic weightlifting, road bicycle racing, rowing, swimming, and wrestling.

[2] Its partners grew to 25 in the first year and its initial headquarters were in a small gym owned by Mariano Ordax in Prado, later moving to a basement at Marqués de Leganés, which was known as "the cave" since that was the name of the street until 1894.

[1] In June 1894 the Sociedad Gimnástica Española (SGE) adhered by letter to the first-ever Olympic Games meeting held in Paris in November 1894 convened by Pierre de Coubertin.

[1] On 19 February 1908, the Sociedad Gimnástica Española absorbed Hispania FC, a football team founded in 1902 who was struggling to survive, and the newly created SGE's football section took advantage of it to incorporate several of its most prominent players, and moreover, the Campo de los Altos del Hipódromo began to be used exclusively by Gimnástica, a venue that due to its size, was also used for the rest of the entity's outdoor sports.

The elected board of directors was as follows: President, Joaquín Rodríguez; Accounting Secretary, Sócrates Quintana; Treasurer, Ramón Paz; Members: first, José Manuel Kindelán; second, Julio Barrena; third, Tomás González; fourth, Francisco Baonza and fifth, Felipe Monis.

[6] As the champions of Madrid, Sociedad Gimnástica represented the capital in the national cup twice, reaching the final in the 1912 Copa del Rey, which ended in a 0–2 loss to FC Barcelona.

In the 1926–27 season, Gimnástica and Unión Sporting occupied the penultimate and last places respectively of the Central Regional Championship, and between the two they had to dispute who would play against the champion of Category B, CD Nacional de Madrid.