Gold · #1
Tennant
75.60
best robot 70.44 + depth 4.31 + news 0.85
6 ranked commercial cleaning robots
Commercial Cleaning · companies · scores as of 27 Sept 2026
125 makers, ranked on their commercial cleaning robots alone — not on their size, their funding, or how much of their catalogue we happen to hold. The robot standing ranks the machines themselves.
The top-ranked commercial cleaning company on Robolist.ai is Tennant, with a board total of 75.60.
Close behind: SIASUN at 74.43, then Gausium at 73.45.
Robolist.ai ranks 125 commercial cleaning companies on their best robot, plus depth and news as of 27 Sep 2026.
Gold · #1
75.60
best robot 70.44 + depth 4.31 + news 0.85
6 ranked commercial cleaning robots
Silver · #2
74.43
best robot 71.79 + depth 2.64 + news 0.00
3 ranked commercial cleaning robots
Bronze · #3
73.45
best robot 68.25 + depth 5.00 + news 0.20
9 ranked commercial cleaning robots
A company's total here is its best eligible robot in this category, plus capped credit for repeating it, plus news. News can only add to a rank, never subtract from one.
Tennant ranks #1 for Commercial Cleaning as of 27 Sep 2026, on its best robot plus depth and news.
Robolist.ai ranks 125 commercial cleaning companies as of 27 Sep 2026.
A company's total here is its best-ranked commercial cleaning robot's RoboScore — a 0-100 evidence score from structured data — plus a capped depth credit for fielding more ranked robots, plus up to 15 Momentum points from dated news, which decay over about 90 days. It is not the company's own RoboScore or RoboIndex, which are on its page. Full breakdown at /methodology.
Scores freeze once a week; the board shows that weekly standing. This standing is current as of 27 Sep 2026.
A maker is ranked here on its commercial cleaning robots only. Not on its global rating, and not on its size. A company that is strong in one category and weak in another ranks differently on each board — that is the point of having one board per category.
Rank = best robot, plus credit for repeating it, plus news. The evidence part is the maker's best eligible commercial cleaning robot plus up to 5 points once it fields 8 of them. The credit is capped, so a large catalogue cannot buy a rank — catalogue size partly measures how much of a maker we have collected, which is our business, not theirs. Every part is printed above: the best robot, the depth credit, the news, and the total they sum to.
Deployments and funding are not in this score. Seven in ten companies have no deployment record on file and funding is blank for exactly the makers a buyer trusts most, so ranking on them would rank our own reading rather than the market. Nothing here can be bought, claimed, or subscribed to.
A maker's total here is not its RoboScore. It is its best eligible robot on this board, plus capped credit for depth, plus news. The company's own RoboScore and RoboIndex — across every category — are on its page. News can raise a rank by up to 15 points and can never lower one, so a maker with live events is ordered above one on the same evidence. Both parts are printed on the row, so a company sitting above a higher score always says why. A quiet maker keeps its full score: we have not measured silence, only failed to hear anything, and the two are not the same.
How we rank — the evidence behind every robot score these standings are built from.