Autumnal Tints is a typical Victorian-era salon piece designed for refined home entertainment. It relies on graceful arpeggiated figures and a singing, sentimental melody.
The articulation of the rapid arpeggios should remain light and even.
Comparable difficulty and character — good candidates for what to learn next.
Autumnal Tints (Op.82) is rated Henle level 4 of 9 — intermediate repertoire, roughly ABRSM grades 5–6. In the RCM system it corresponds to about level 5.
You should be comfortable at Henle level 4 — meaning you can already play level 3–4 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 Autumnal Tints (Op.82) lasts about 3 minutes.
Autumnal Tints (Op.82) 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 Bergerette by Sydney Smith, Autumnal Tints by Sydney Smith, Bohemian Girl - Second Fantasia by Sydney Smith — see the full similar-pieces list on this page.