Formed in Baltimore, Maryland, Horse Lords emerged from the city's vibrant experimental music scene. The group gained critical attention for their rigorous approach to composition, which often utilizes just intonation and intricate rhythmic patterns that challenge traditional rock conventions.

The band's signature sound is characterized by a dense, interlocking instrumental interplay that draws from minimalism, krautrock, and global folk traditions. Their work frequently explores the intersection of mathematical precision and improvisational energy, utilizing custom-tuned guitars and synthesizers to create immersive sonic landscapes.

The group continues to maintain a presence in the contemporary experimental circuit, with recent programming including a featured performance in the 2026 'Off the 405' concert series at the Getty Center in Los Angeles.