Short answer
On our partial results, Collov AI kept the room closest to your shot while keeping the frame (room 01 drift 11.0), but its free output had a watermark (logo) at 1200x896. Apply Design gave the largest clean free file among the tools that kept the frame (2400x1792, no watermark, drift 17.2). Collov AI lists a commercial-use licence on its pages; read the terms before you resell the files. Check every output against the original before you deliver it.
Room 01 drift 17.2, no watermark, $15/photo (Apply Coins, up to 9, $10 one-time (per coin)).
Room 01 drift 15.3. The free output had a watermark (heavy tiled + badge).
| # | Tool | Room 01 drift / framing | Free output (our test) | $/photo | Commercial-use licence stated | API | Day to dusk | Try |
|---|---|---|---|---|---|---|---|---|
| 1 |  Collov AI | 11.0 Pass | A watermark (logo) · 1200x896 | $0.45 | ✓ | ✓ | ✓ | Visit Collov AI |
| 2 |  Roomagen | 15.3 Pass | A watermark (heavy tiled + badge) · 2400x1792 | $0.40 | ? | ✓ | ✓ | Visit Roomagen |
| 3 |  REimagineHome | 16.2 Pass | A watermark (tiled + badge) · 2336x1760 | $0.63 | ? | ? | ? | Visit REimagineHome |
| 4 |  Apply Design | 17.2 Pass | No watermark · 2400x1792 | $15 | ? | ? | ? | Visit Apply Design |
| 5 |  TINTY | 18.1 Fail | A watermark (tiled) · 1248x832 | $2.25 | ? | ? | ? | Visit TINTY |
| 6 |  Pedra | 27.1 Fail | A watermark (badge) · 2048x1536 | $0.33 (€0.29) | ? | ✓ | ? | Visit Pedra |
| 7 |  virtualstaging.ai | 28.2 Fail | No watermark · 1280x960 | $1.25 | ✓ | ? | ? | Visit virtualstaging.ai |
| – |  MeltFlex | Unknown alignment failed; unaligned 48.5 not comparable | A watermark (tiled meltflexai.com), on an on-page preview (download paywalled) · 1195x896 | $0.21 (€0.19) | ✓ | ✓ | ? | Visit MeltFlex |
Room 01: original vs staged, two lowest drifts
Collov AI · room 01
Roomagen · room 01
| Service | Type | $/photo | Turnaround | Revisions | Refund | Try |
|---|---|---|---|---|---|---|
 Styldodnot tested yet | Human + AI | $23 | 24-48 hours (rush: 24 h +$6, 12 h +$12 per image) | Unlimited free revisions | 100% money-back guarantee if not satisfied | Visit Styldod |
 BoxBrownienot tested yet | Human editors | $33.76 (€30.00) | Under 48 hours | Changes at no extra cost if requested within 2 months of the original job date | not stated | Visit BoxBrownie |
 Stuccconot tested yet | Human editors | $35 | 24 hours, 7 days a week (12-24 h) | Unlimited revisions (within 30 days, same room type) | Full refund if requested within 60 days (homepage) | Visit Stuccco |
 roOomynot tested yet | Human editors | $49 | not stated | Rework only on the $69 option | not stated | Visit roOomy |
If you outsource staging to a service, you still own the delivery check: compare each file with your original. Alternatives pages for two of them: BoxBrownie alternatives and Styldod alternatives.
Architecture drift runs from 0 to 100, lower is better (how much walls, windows and doors changed after aligning the output to the original). Differences of about 3 points or less are within measurement noise. Framing fails if the tool cropped, zoomed, shifted or rotated the photo beyond our thresholds. Editor realism ratings are one person's 1-5 ratings, not blind. Details: methodology. Partial results: rankings compare room 01 only (1 of 10 rooms). Collov AI also has rooms 02-05, Pedra rooms 02-06, Roomagen room 02, and REimagineHome and TINTY rooms 02-07. The leaderboard still compares room 01 only. Prices from vendors' public pages, checked 19 October 2026; EUR converted at the ECB rate (1.1253, 2026-10-16). Nobody paid for a placement, and affiliate links never change the order.