Rise in support 1994–2012
In the 1994 general election, the party's first members of parliament, namely Remi Poppe and Jan Marijnissen, were elected. Its slogan was "Vote Against" (Dutch: Stem tegen). In the 1990s, the major party of the Dutch left, the Labour Party (PvdA), moved to the centre, making the SP and the GroenLinks viable alternatives for some left-wing voters. In the 1998 general election, the party was rewarded for its opposition to the purple government of the first Kok cabinet and more than doubled its seats to five. In the 1999 European Parliament election, Erik Meijer was elected into the European Parliament for the SP.
In the 2002 general election, the SP ran with the slogan "Vote in Favor" (Dutch: Stem Voor). The party nearly doubled to nine seats. This result was kept in the 2003 general election. Leading up to the latter election, the SP was predicted to win as many as 24 (16%) seats in the polls. However, these gains failed to materialise as many potential SP voters chose to cast strategic votes for the Labour Party which stood a good chance of winning the elections. In the 2004 European Parliament election, its one seat was doubled to two.
In the 2005 referendum on the European Constitution, the SP was the only left-wing party in parliament to oppose it. Support for the party grew in opinion polls, but it fell slightly after the referendum.
The 2006 municipal elections were a success for the SP which more than doubled its total number of seats. This can in part be explained by the party standing in many more municipalities, but it can also be seen as a reaction to the so-called "right-wing winter" in national politics as the welfare reforms of the right-wing second Balkenende cabinet were called by its centre-left and left-wing opponents. In a reaction to these results, Marijnissen declared on election night that the "SP has grown up".
After the untimely end of the second Balkenende cabinet and the minority government of the third Balkenende cabinet, the SP gained 16 seats in the parliament after the 2006 general election, nearly tripling its parliamentary representation. With 25 seats, the SP became the third largest party of the Dutch parliament. In the 2006–2007 cabinet formation, the SP was unable to work out its policy differences with the Christian Democratic Appeal (CDA) and remained in opposition against the fourth Balkenende cabinet which comprised the CDA, the PvdA and the Christian Union parties.
In the 2007 provincial elections, the SP gained 54 provincial legislators more than in the 2003 provincial elections and made it to a total of 83 provincial legislators. As a result of the provincial elections, the SP has increased its representatives in the Senate of the Netherlands (upper house) to 11 from the 4 it had previously.
In the 2010 general election, the SP fared worse than in the previous election, with a loss of 10 seats, a gain of 15 and only 9.9% of the overall vote. The party's popularity rose after the election, with polls throughout 2012 indicating it could challenge the ruling VVD with a seat count reaching into the 30s. The SP's popularity peaked in early August, a month before the election, with polls from Peil, Ipsos, and TNS NIPO indicating it would become the largest party with a result as high as 37 seats. However, PvdA's popularity surged in the final weeks, and the SP's lead collapsed. The party ultimately placed fourth on 15 seats, with a slight decrease in its vote share compared to 2010.