Large language models (LLMs) are set loose on the Wahl-O-Mat (an online quiz-based voting guide) for German state elections. Each LLM goes through the Wahl-O-Mat questions and answers them with agree, neutral or disagree. Independently of that, the LLMs also grade the participating parties' written justifications, with the party identity blinded.