This is a salon-style character piece typical of 19th-century amateur repertoire. It features a simple melody over broken-chord accompaniments that prioritize expressive phrasing.
Focus on maintaining a smooth, singing melodic line while balancing the soft accompaniment chords.
Comparable difficulty and character — good candidates for what to learn next.
Autumn Leaves (Op.24) is rated Henle level 2 of 9 — beginner repertoire, roughly ABRSM grades 2–3. In the RCM system it corresponds to about level 3.
You should be comfortable at Henle level 2 — meaning you can already play level 1–2 pieces cleanly. Learning it one level early is possible as a stretch piece, but more than that usually leads to months of frustration.
A typical performance of Autumn Leaves (Op.24) lasts about 3 minutes.
Autumn Leaves (Op.24) is available as free public-domain sheet music on IMSLP — the score is linked directly from this page.
Pieces at a comparable difficulty and character include Beside the Sea by Henry Maylath, Bridal Morn by Henry Maylath, Beauties Power by Henry Maylath — see the full similar-pieces list on this page.