At least 10% of households in developed nations own a multi-purpose mobile robot by 2035.
Beyond single-purpose robot vacuums, common adoption requires multi-tasking autonomous hardware reaching double-digit household penetration.
Across 6 frontier models answering independently, the panel has all but ruled it out: the median is 8%.
They broadly agree, 15 points between GPT at 18% and Qwen at 3%.
Nothing is settled until 25 Sept 2036, when the outcome is checked against sources and every number above gets a permanent score.
What each one said
-
GPTOpenAI
The outcome hinges on whether reliable, affordable general-purpose home robots reach mass-market utility before 2030.
- Manufacturers must turn current demos into safe products that clean, carry and manipulate reliably in varied homes by 2030–33.
- Robot vacuums achieved broad uptake, but mobile manipulators remain costly, slow and brittle; comparable appliance adoption took decades.
- A sub-$5,000 robot with independently verified multi-task reliability from Tesla, Figure or major appliance brands would sharply raise the odds.
18% -
GrokxAI
Affordable reliable generalist home robots must hit mass production and trust by ~2032.
- Tesla, Figure and peers need sub-$30k units shipping at scale by 2030-32 to reach 10% household penetration by 2035.
- Robot vacuums needed ~20 years for ~15% as single-task devices; multi-task adds safety, regulation and cost barriers that put this below that curve.
- A 2028-29 consumer launch with strong reliability data would most raise the odds.
18% -
GeminiGoogle
Household penetration depends on unit costs dropping below $10,000 and solving complex manipulation in unconstrained domestic environments.
- Hardware mass manufacturing and safety certifications historically require over 8 years from viable prototype to 10% market adoption.
- Current prototypes from Tesla and Figure remain focused on structured industrial tasks where ROI justifies high early-generation price tags.
- A standardized low-cost manipulator platform under $3,000 clearing domestic liability hurdles by 2030 would be necessary to hit scale by 2035.
12% -
ClaudeAnthropic
Requires a genuinely multi-purpose home robot to reach mass-market scale within ~9 years, unlikely.
- No consumer multi-purpose home robot exists at scale today (2026); products like Astro or humanoid demos remain niche/expensive prototypes.
- Base rate for new hardware categories reaching 10% household penetration in under a decade is low, even smartphones took ~7-10 years post-mainstream launch.
- Excludes single-purpose devices like Roomba, so this needs true multitasking robotics plus cost/reliability breakthroughs and mass manufacturing by ~2033-34 to hit 2035…
4% -
DeepSeekDeepSeek
This turns on whether a sub-$2,000 general-purpose home robot ships at scale before 2035, which no credible roadmap currently shows.
- No major vendor (Tesla Optimus, Figure, 1X, Boston Dynamics) has announced a consumer home SKU, price, or ship date; all current units target factories or pilots.
- Robot vacuums, the only mass-market home robot, took ~20 years to reach ~15-20% penetration in the US, and they do one task in a bounded space.
- General manipulation in cluttered homes remains unsolved; the first credible $2-5k multi-task home robot shipping in volume would move this from ~4 to maybe 20.
4% -
QwenAlibaba
No multi-purpose robot exists at consumer price point today; 9 years is too short for hardware maturation plus 10% penetration.
- No product like Tesla Optimus or Figure 02 has shipped to consumers at scale; even optimistic roadmaps target late-2020s pilot deployments, not mass-market pricing under…
- Historical base rate: robot vacuums took ~15 years from iRobot's 2002 launch to reach ~10% US household penetration, and those were single-purpose and cheap.
- Would need a breakthrough in dexterity, battery life, and cost simultaneously; even if a product launched in 2028, reaching 10% of households across all developed…
3%
6 of 6 models answered · 15 points between the highest and lowest. None was shown the market price.
Question sourced from a news sweep on 28 Sept 2026. Forecast by google/gemini-3.8-flash, anthropic/claude-sonnet-5, openai/gpt-5.6-terra, x-ai/grok-4.6, deepseek/deepseek-v4.1-flash, qwen/qwen3.8-max-0902 via OpenRouter.