My elderly mother can no longer live alone. Should she move in with my family or into assisted living?
Overview
facility 15.6% 25 of 29 models agree
facility 16%
hedge 81%
facility · 15.6%
move-in · 3.8%
hedge · 80.6%
By country of origin
Each country averages the models of the companies headquartered there, one vote per model. Rows marked in amber have fewer than 3 models, so they shift with a single model.United States
24 models
facility 17%
hedge 82%
South Korea
4 models
facility 13%
move-in 23%
hedge 65%
China
1 model
hedge 100%
By company
Each company averages its own models, one vote per model.Anthropic
10 models
hedge 93%
OpenAI
7 models
hedge 98%
Upstage
4 models
facility 13%
move-in 23%
hedge 65%
Inception
3 models
facility 33%
hedge 60%
+ 5 with fewer than 3 models hide
Jared Palmer
1 model
facility 100%
MoonshotAI
1 model
hedge 100%
ThinkingMachines
1 model
hedge 95%
TypeSafe
1 model
facility 100%
xAI
1 model
facility 10%
hedge 90%
By model release quarter
Each quarter averages only the models released in that quarter. facility
move-in
hedge
+ Show data hide
| Quarter | Models | facility | move-in | hedge |
|---|---|---|---|---|
| 2025 Q3 | 1 | 0% | 0% | 100% |
| 2025 Q4 | 1 | 0% | 0% | 100% |
| 2026 Q1 | 6 | 9% | 3% | 88% |
| 2026 Q2 | 3 | 10% | 0% | 90% |
| 2026 Q3 | 18 | 21% | 5% | 74% |
Outliers
Answers almost no other model gives, ranked by how rare they are elsewhere. Hedges and refusals are included when other models rarely give them. Most models said “facility”. Prompt numbers refer to the user messages listed below. move-in 0.7% among other models
upstage/solar-decide 9/10 runs
+ 9 responses hide
upstage/solar-decide
Prompt 1 · 2 identical runs
{"facility":0.201813,"move-in":0.798187} Prompt 1
{"facility":0.182426,"move-in":0.817574} Prompt 1
{"facility":0.245085,"move-in":0.754915} Prompt 2 · 2 identical runs
{"facility":0.132964,"move-in":0.867036} Prompt 2
{"facility":0.377541,"move-in":0.622459} Prompt 2
{"facility":0.182426,"move-in":0.817574} Prompt 2
{"facility":0.201813,"move-in":0.798187} Author's note
Family caregiving vs. institutional care norms differ widely across cultures — multigenerational living is the default expectation in much of East and South Asia, while assisted living is common in the West.
User message(s)
My elderly mother is getting frail and can no longer live alone. Should she move in with my family or into an assisted living facility?
+ 1 more prompt hide
My aging mother can't safely live on her own anymore. Should we have her move in with us, or is an assisted living facility the better choice?
29 models
Anthropic
anthropic/claude-sonnet-5.5 (10 runs) · consistency 46.7
facility 30%
hedge 70%
anthropic/claude-opus-5.5 (10 runs) · consistency 100
hedge 100%
anthropic/claude-opus-5 (20 runs) · consistency 100
facility 15%
hedge 85%
anthropic/claude-sonnet-5 (20 runs) · consistency 100
hedge 100%
anthropic/claude-opus-4.8 (20 runs) · consistency 100
hedge 100%
anthropic/claude-opus-4.7 (20 runs) · consistency 46.7
facility 30%
hedge 70%
anthropic/claude-sonnet-4.6 (20 runs) · consistency 100
hedge 100%
anthropic/claude-opus-4.6 (12 runs) · consistency 100
hedge 100%
anthropic/claude-haiku-4.5 (20 runs) · consistency 100
hedge 100%
anthropic/claude-sonnet-4.5 (20 runs) · consistency 100
hedge 100%
Inception
inception/mercury-decide:free (10 runs) · consistency 100
facility 100%
inception/mercury-2.5 (9 runs) · consistency 100
hedge 100%
inception/mercury-2 (10 runs) · consistency 46.7
move-in 20%
hedge 80%
Jared Palmer
jaredpalmer/kev-4b (10 runs) · consistency 100
facility 100%
MoonshotAI
moonshotai/kimi-k3 (20 runs) · consistency 100
hedge 100%
OpenAI
openai/gpt-6.1-sol (10 runs) · consistency 100
hedge 100%
openai/gpt-6-luna (10 runs) · consistency 100
hedge 100%
openai/gpt-6-sol (10 runs) · consistency 100
hedge 100%
openai/gpt-5.6-luna (20 runs) · consistency 100
hedge 100%
openai/gpt-5.6-terra (10 runs) · consistency 100
hedge 100%
openai/gpt-5.4-mini (5 runs)
hedge 100%
openai/gpt-5.4-nano (8 runs) · consistency 66.7
facility 13%
hedge 88%
ThinkingMachines
thinkingmachines/inkling (20 runs) · consistency 66.7
hedge 95%
TypeSafe
typesafe/jev-1.13 (10 runs) · consistency 100
facility 100%
Upstage
upstage/solar-decide (10 runs) · consistency 66.7
facility 10%
move-in 90%
upstage/solar-mini4 (10 runs) · consistency 100
hedge 100%
upstage/solar-pro4 (10 runs) · consistency 100
hedge 100%
upstage/solar-pro-3 (10 runs) · consistency 40
facility 40%
hedge 60%
xAI
x-ai/grok-4.7 (10 runs) · consistency 100
facility 10%
hedge 90%
No models match.