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How do AI models rank Robot Vacuums?

The public record of what ChatGPT, Claude, Gemini, and Perplexity recommend. Ranked across 8 brands, dated at every close.

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Roborock holds #1 on consensus, at 25.

  • ChatGPT
  • Claude
  • GeminiRoborock
  • Perplexity
Robot Vacuums: how 4 AI models rank the top brands. Each model column is ranked independently.
Consensus rankAPI + Search: measured on the official model API with web search enabledChatGPT#1 RoborockClaude#1 RoborockGemini#1 RoborockPerplexity#1 Roborock
1
RoborockUp 2 from the last close
25
Not named by ChatGPTNot named by Claude
#1100Up 1 from the last close
Not named by Perplexity
2
iRobot RoombaUp 12 from the last close
21
Not named by ChatGPTNot named by Claude
#285Up 6 from the last close
Not named by Perplexity
3
DreameDown 2 from the last close
18
Not named by ChatGPTNot named by Claude
#372Down 2 from the last close
Not named by Perplexity
4
Ecovacs DeebotUp 1 from the last close
15
Not named by ChatGPTNot named by Claude
#461Down 1 from the last close
Not named by Perplexity
5
SharkUp 11 from the last close
10
Not named by ChatGPTNot named by Claude
#738Up 3 from the last close
Not named by Perplexity
6
EufyUp 9 from the last close
8
Not named by ChatGPTNot named by Claude
#832Up 1 from the last close
Not named by Perplexity
7
iLifeNew entry at the last close
7
Not named by ChatGPTNot named by Claude
#927New entry at the last close
Not named by Perplexity
8
Wyze Robot VacuumNew entry at the last close
6
Not named by ChatGPTNot named by Claude
#1023New entry at the last close
Not named by Perplexity
Swipe4 models

Understand the chart.

Full glossary

The record so far.

Consensus rank · top 5
12345678910111213141516Jul 6, 2026Aug 10, 2026
RoborockiRobot RoombaDreameEcovacs DeebotShark
Consensus rank by close for the top 5 brands, oldest close first
BrandJul 6, 2026Aug 10, 2026
Roborock#3#1
iRobot Roomba#14#2
Dreame#1#3
Ecovacs Deebot#5#4
Shark#16#5

The receipts.

Recorded 2026-08-10 · 4 model answers

The unedited answers this ranking is scored from. We record what each model said, word for word. Nothing summarized, nothing editorialized.

ChatGPT3 sources

ChatGPT · Recorded 2026-08-10

There is no single “AI-model consensus,” but after weighing current hands-on rankings from RTINGS, TechRadar, Vacuum Wars, and WIRED, this is the order I’d genuinely give a real U.S. buyer—with different picks for different budgets rather than pretending one robot fits every house.

1. Roborock Qrevo CurvMy best recommendation for most buyers because it has unusually strong all-around vacuuming, mopping, reliability, threshold climbing, and dock automation, and it is the current top overall pick at TechRadar while also being RTINGS’ upper-midrange pick.

2. Roborock Saros 10R — Choose this instead if you want the most trustworthy hands-off premium cleaner for a mostly hard-floor home, since RTINGS rates it best overall for its slim body, excellent mopping, and particularly capable obstacle avoidance; its caveat is weaker embedded pet-hair pickup from carpet.

3. Dreame X60 Max Ultra Complete — The strongest no-compromise flagship alternative, with Vacuum Wars ranking it #1 for its broad balance of cleaning, pet handling, obstacle avoidance, automation, and threshold crossing, but it is hard to justify unless you truly want premium features.

4. Ecovacs Deebot T90 Pro Omni — A very compelling value-oriented full-service robot because it is near the very top of Vacuum Wars’ current rankings while offering a roller-mop dock, hair-management features, obstacle avoidance, and a much lower listed price than the luxury flagships.

5. Dreame L60 Ultra PE — A sensible upper-midrange pick for homes that need strong carpet cleaning, pet-hair pickup, obstacle avoidance, and a highly automated dock without jumping all the way to flagship pricing.

6. Eufy Omni S2 — A premium choice worth considering for cluttered homes because Vacuum Wars found its obstacle avoidance flawless and its carpet performance much improved over Eufy’s earlier roller-mop flagship, though its mopping was less impressive than expected for the price.

7. MOVA P50 Pro Ultra — The mid-price recommendation I’d make to someone with carpets and shedding pets, since RTINGS found excellent hard-floor pickup, strong carpet results, more reliable hazard avoidance than the Qrevo Curv, and an anti-tangle brush—just be aware of its small onboard bin.

8. Eufy Omni C28 — The best affordable vacuum-and-mop-with-dock option for many people, because both Vacuum Wars and WIRED highlight its unusually strong roller-mop, carpet-cleaning, anti-tangle, and automation package for the money.

9. MOVA P10 Pro Ultra — A good budget step-up if you still want a true self-maintaining mop dock, effective twin-pad stain cleaning, and solid obstacle detection, but it is less suited to heavy pet hair and deep carpets than the P50 Pro Ultra.

10. Roborock Q7 M5 (or Q7 M5+) — The one I’d buy on a tight budget if vacuuming matters far more than mopping, because it has strong pickup, dependable LiDAR mapping, and good app controls, while its compromises are basic obstacle avoidance, no carpet-safe mop lifting, and—on the base model—no auto-empty dock.

Bottom line: Buy the Roborock Qrevo Curv if you want the safest all-round recommendation; buy the Roborock Saros 10R if obstacle avoidance and low-clearance furniture matter most; buy the Eufy Omni C28 if you want the best value without settling for a basic robot. A robot vacuum is still a maintenance cleaner rather than a complete replacement for an upright or stick vacuum, especially for stairs, deep carpet, and occasional heavy messes.

Clauderaw answer

Claude · Recorded 2026-08-10

Based on the latest 2026 testing from RTINGS, Vacuum Wars, Tom's Guide, and Modern Castle, here's my ranked list of robot vacuums worth buying right now:

1. Roborock Saros 10R – The current top pick from RTINGS' extensive lab testing, thanks to its ultra-thin profile with solid-state LiDAR sensors that deliver excellent obstacle avoidance without the bulky turret most rivals need.

2. Dreame X60 Max Ultra Complete – Vacuum Wars' reigning premium pick, combining top-tier suction, mopping, and one of the most fully automated docks on the market.

3. Roborock S8 MaxV Ultra / S8 Pro Ultra – A feature-packed all-rounder with a powerful self-maintaining dock that handles nearly all daily upkeep, though it can occasionally tangle on long hair.

4. Dreame L60 Ultra PE – Excels specifically at carpet deep-cleaning and pet hair pickup, making it a great choice for homes with shedding pets and mixed flooring.

5. Roborock Qrevo CurvX – A mid-range standout that punches above its price class, scoring near the top of independent databases for carpet cleaning and hair-tangle resistance.

6. ECOVACS DEEBOT T80S Omni – Named best value pick in 2026 testing, offering premium-tier navigation and mopping features at a noticeably lower price than flagship models.

7. Shark PowerDetect 2-in-1 – Tom's Guide's pick for most households, since it self-empties, washes its own mop pads, and uses onboard AI to spot-treat stains, all for under $1,000.

8. Eufy Omni C28 – The current best budget option, delivering self-emptying and mopping convenience without the premium-tier price tag.

9. Dreame X50 Ultra – A strong high-end alternative to Roborock's flagship, with comparable navigation smarts and mopping performance for buyers who want to compare ecosystems.

10. Roborock Qrevo S / Qrevo Pro – Solid, slightly older flagship-tier models that still perform well and often see good discounts, making them a smart pick if you don't need the absolute newest tech.

My honest take as a buyer: If money isn't a major constraint, go with the Roborock Saros 10R or Dreame X60 Max Ultra Complete for the best overall experience. If you want the sweet spot of price and performance, the Roborock Qrevo CurvX or ECOVACS DEEBOT T80S Omni are excellent choices right now. And if you're on a budget or just want a hassle-free set-and-forget option, the Shark PowerDetect 2-in-1 or Eufy Omni C28 will serve most homes very well without breaking the bank. One caveat worth noting: iRobot (Roomba) filed for Chapter 11 bankruptcy in December 2025 and is being acquired by a Chinese manufacturer, so I'd hold off on new Roomba purchases until that transition settles and long-term support is clearer.

Geminiraw answer

Gemini · Recorded 2026-08-10

Here is the ranked list of recommended robot vacuums for home cleaning, from strongest recommendation to weakest: 1. Roborock S8 Pro Ultra: Offers the best all-in-one automated cleaning experience with dual rubber brushes and a self-washing, self-drying mop system. 2. iRobot Roomba Combo j9+: Features exceptional dirt detection and a unique fully retractable mop pad that guarantees carpets stay completely dry. 3. Dreame L20 Ultra: Boasts incredible suction power and an innovative mop-extension arm that swings out for flawless edge and baseboard cleaning. 4. Ecovacs Deebot X2 Omni: Utilizes a unique square design and solid state LiDAR to reach deeper into corners and navigate under low furniture with ease. 5. Roborock Q Revo: Delivers flagship-level mopping and vacuuming performance with spinning mop pads at a significantly more accessible price point. 6. iRobot Roomba j7+: Remains the gold standard for pet owners due to its reliable AI-driven pet waste avoidance and highly intuitive app. 7. Shark Matrix Plus 2-in-1: Provides excellent value with strong suction, a self-emptying base that is bagless, and a thorough grid-cleaning pattern. 8. Eufy Clean X9 Pro: Features powerful dual rotating mops with high downward pressure, making it an ideal choice for homes with predominantly hard floors. 9. iLife V3s Pro: Stands out as the best ultra-budget pick for simple, highly reliable pet hair pickup on hard floors without any expensive bells and whistles. 10. Wyze Robot Vacuum: An affordable entry-level smart vacuum that punches above its weight class by offering precise LiDAR mapping and logical cleaning paths.

Perplexity10 sources

Perplexity · Recorded 2026-08-10

My genuine buy-order, based on the strongest 2026 lab/testing consensus in the results, is:

1. Dreame L60 Ultra PE — Vacuum Wars’ latest August 2026 ranking names it their Best Overall Robot Vacuum, so it is the strongest all-around recommendation in the provided results.[3][9] 2. Dreame X60 Max Ultra Complete — It repeatedly appears near the top and is still Vacuum Wars’ Best Premium pick in August 2026, which makes it the safest recommendation if you want a top-tier flagship.[3][9] 3. Roborock Qrevo Curv — RTINGS added it as their Best Upper Mid-Range Robot Vacuum Cleaner, signaling a very strong balance of performance and price.[2] 4. ECOVACS DEEBOT T80S Omni — Vacuum Wars lists it as Best Value, which usually makes it the best choice for buyers who want strong cleaning without paying flagship prices.[3] 5. Eufy Omni C28 — Vacuum Wars keeps it as Best Budget, making it the most defensible lower-cost pick in the supplied results.[3] 6. MOVA P10 Pro Ultra — RTINGS replaced an earlier budget pick with this model due to availability and pricing, which is a good sign that it is currently one of the best budget-friendly options.[2] 7. Roborock Q7 M5 — RTINGS uses it as their Best Cheap Robot Vacuum Cleaner, so it is the fallback choice if you want the lowest-cost option from a reputable tester.[2] 8. Shark AI Ultra — Wired’s 2026 guide highlights Shark and Eufy among the best robots, and Shark models are often favored for practical home cleaning and straightforward ownership.[6] 9. Eufy Clean X10 Pro Omni — Wired’s recommendation of Eufy in 2026 supports it as a strong mainstream option, especially for buyers who want a polished all-in-one dock experience.[6] 10. Roborock Q10 S5 Plus — It appears as a winner in the under-$300 category in the summer 2026 comparison video, making it a reasonable budget-value alternative if you are price-sensitive.[10]

If I were buying one robot vacuum for a typical home, I would personally start with the Dreame L60 Ultra PE for the best overall recommendation, then check the Roborock Qrevo Curv if I wanted a safer mainstream alternative, or the ECOVACS DEEBOT T80S Omni if value mattered most.[2][3][9]

How this ranking is measured2,260 queries · 4 models · updated aug 10, 2026Live data

This is the public record for Robot Vacuums: the same questions, every model, every close. We ask each model the real questions buyers ask in this category and record which brands it recommends and in what order. A brand recommended at position i scores 100 × 0.85^(i−1) for that model (#1 = 100, #2 = 85, #3 = 72, …); unmentioned brands score 0.

Each model is ranked independently, so the columns disagree when the models disagree. The consensus score is the mean across the 4 models recorded at this close, and movement compares against the previous close.

We report what the models say. We don’t editorialize, and brands can’t pay to change their position.

This ranking is live: the numbers come from recorded model answers captured through the official model APIs, scored with the published formula above. The raw answers are on this page under “The receipts.”

What we measure
We measure on the official model APIs: the same question, the same settings, the same week, for every brand. Web search is on, so the models can draw on what is live on the web. Nothing is personalized to a user, which is what makes the columns comparable.
What we don’t
The consumer apps are a different surface. What a person sees inside a chat app can carry memory, personalization, and live experiments on top of the same model, so its answers can differ from the API’s. We do not measure that surface yet. True browser listings, recorded from the consumer apps, arrive with WDIR Ranked, the Pro product. WDIR Ranked · Coming soon

Updated Aug 10, 2026 · week of 2026-08-10

The written record

Read the Best Robot Vacuums guide.

The same record as an editorial answer, with the reasoning spelled out: who leads, who is climbing, and where the models disagree.

Read the guide

Head to head.

Two brands from this ranking, compared model by model across every category they share.

Narrow the record.

The same question, tighter. Each refinement is measured the first time someone opens it.

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