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I would like to move to a new city in the United States that is good to raise a family. Where should I move?

Overview

naperville, il 20.7% 13 of 75 models agree
naperville, il 20.7%
overland park, ks 12.2%
cary, nc 11.1%
raleigh, nc 11%
naperville, il · 20.7%
overland park, ks · 12.2%
cary, nc · 11.1%
raleigh, nc · 11%
madison, wi · 8.3%
hedge · 8.1%
austin, tx · 7.3%
carmel, in · 6.6%
plano, tx · 4.5%
other · 1.8%
ann arbor, mi · 1.4%
irvine, ca · 1.3%
boise, id · 1.2%
refusal · 1%
huntsville, al · 1%
frisco, tx · 0.7%
minneapolis, mn · 0.4%
arlington, va · 0.4%
leander, tx · 0.1%
naples, fl · 0.1%
omaha, ne · 0.1%
franklin, tn · 0.1%
cincinnati, oh · 0.1%
chicago, il · 0.1%
sarasota, fl · 0.1%
scottsdale, az · 0.1%
fremont, ca · 0.1%
falls church, va · 0.1%
newton, ma · 0.1%
san diego, ca · 0%

User message(s)

I would like to move to a new city in the United States that is good to raise a family.  Where should I move? . Please provide city and state.
+ 2 more prompts 
I would like to relocate inside the United States.  It should be a city that is good to raise a family. What is the best city, state for me to choose?
I'm thinking about moving.  What is the best city and state to raise a family in the US?

Anthropic

anthropic/claude-opus-4.6 (15 runs)

raleigh, nc 66.7%
overland park, ks 33.3%

anthropic/claude-sonnet-4.6 (10 runs)

naperville, il 100%

anthropic/claude-sonnet-4.5 (15 runs)

austin, tx 66.7%
hedge 20%
carmel, in 13.3%

anthropic/claude-opus-4.7 (25 runs)

carmel, in 40%
naperville, il 32%
cary, nc 16%

anthropic/claude-opus-4.8 (20 runs)

madison, wi 55%
naperville, il 45%

anthropic/claude-sonnet-5 (25 runs)

austin, tx 44%
naperville, il 40%
overland park, ks 12%

anthropic/claude-fable-5 (25 runs)

naperville, il 56%
raleigh, nc 40%

anthropic/claude-haiku-4.5 (20 runs)

austin, tx 55%
hedge 45%

anthropic/claude-opus-5 (20 runs)

madison, wi 50%
naperville, il 40%

Arcee AI

arcee-ai/trinity-large-thinking (20 runs)

madison, wi 65%
naperville, il 15%
hedge 15%

DeepSeek

deepseek/deepseek-v3.2 (25 runs)

austin, tx 44%
madison, wi 32%
frisco, tx 12%

deepseek/deepseek-v4-pro (25 runs)

carmel, in 40%
madison, wi 20%
naperville, il 16%
overland park, ks 12%

deepseek/deepseek-v4-flash (40 runs)

plano, tx 25%
madison, wi 22.5%
raleigh, nc 17.5%
frisco, tx 12.5%
overland park, ks 12.5%

Google

google/gemini-3-flash-preview (10 runs)

naperville, il 100%

google/gemini-2.5-flash (30 runs)

carmel, in 33.4%
naperville, il 33.3%
refusal 33.3%

google/gemma-4-31b-it (15 runs)

huntsville, al 66.6%
hedge 26.7%

google/gemini-3.5-flash (15 runs)

naperville, il 86.6%

google/gemini-3.1-flash-lite (10 runs)

overland park, ks 100%

google/gemma-4-26b-a4b-it (20 runs)

naperville, il 45%
hedge 40%
naples, fl 10%

google/gemini-2.5-flash-lite (20 runs)

raleigh, nc 25%
hedge 20%
austin, tx 10%
refusal 10%
omaha, ne 10%

google/gemini-3.6-flash (10 runs)

naperville, il 70%
overland park, ks 20%
other 10%

IBM

ibm-granite/granite-4.1-8b (10 runs)

austin, tx 100%

Meta

muse-spark-1.1 (20 runs)

carmel, in 70%
cary, nc 20%

meta/muse-spark-1.1 (4 runs)

carmel, in 75%
plano, tx 25%

MiniMax

minimax/minimax-m2.7 (20 runs)

raleigh, nc 50%
hedge 30%
arlington, va 10%

minimax/minimax-m2.5 (20 runs)

raleigh, nc 50%
hedge 25%
arlington, va 20%

minimax/minimax-m2.1 (25 runs)

hedge 48%
austin, tx 24%
raleigh, nc 20%

minimax/minimax-m3 (40 runs)

raleigh, nc 22.5%
hedge 17.5%
plano, tx 12.5%

Mistral

mistralai/mistral-small-2603 (15 runs)

raleigh, nc 73.3%
cary, nc 13.3%

mistralai/mistral-small-3.2-24b-instruct (20 runs)

raleigh, nc 55%
overland park, ks 30%
madison, wi 15%

mistralai/mistral-nemo (20 runs)

austin, tx 85%
raleigh, nc 10%

MoonshotAI

moonshotai/kimi-k2.5 (10 runs)

naperville, il 100%

moonshotai/kimi-k2.6 (15 runs)

naperville, il 93.3%

moonshotai/kimi-k2.7-code (20 runs)

naperville, il 65%
overland park, ks 20%
raleigh, nc 10%

moonshotai/kimi-k3 (19 runs)

hedge 47.4%
naperville, il 26.3%
overland park, ks 26.3%

NVIDIA

nvidia/nemotron-3-ultra-550b-a55b (15 runs)

overland park, ks 73.3%
hedge 26.7%

OpenAI

openai/gpt-5.4-nano (40 runs)

plano, tx 22.5%
cary, nc 17.5%
other 15%
raleigh, nc 12.5%

openai/gpt-5.4-mini (25 runs)

cary, nc 48%
naperville, il 20%

openai/gpt-5.3-chat (30 runs)

raleigh, nc 33.3%
madison, wi 26.7%
hedge 20%

openai/gpt-5.4 (15 runs)

madison, wi 80%
naperville, il 20%

openai/gpt-oss-120b (30 runs)

overland park, ks 33.3%
raleigh, nc 30%
cary, nc 26.7%
naperville, il 10%

openai/gpt-4o-mini (15 runs)

cary, nc 86.7%
austin, tx 13.3%

openai/gpt-5.5 (20 runs)

cary, nc 50%
overland park, ks 45%

openai/gpt-5.6-luna (20 runs)

cary, nc 90%

openai/gpt-5.6-terra (20 runs)

cary, nc 35%
carmel, in 35%
raleigh, nc 15%
madison, wi 10%

openai/gpt-5.6-sol (20 runs)

overland park, ks 45%
carmel, in 25%
naperville, il 15%
cary, nc 10%

openai/gpt-4.1-mini (20 runs)

overland park, ks 40%
madison, wi 25%
naperville, il 15%
austin, tx 10%

Qwen

qwen/qwen3-235b-a22b-2507 (15 runs)

other 86.6%

qwen/qwen3.5-122b-a10b (15 runs)

naperville, il 86.6%

qwen/qwen3.5-flash-02-23 (30 runs)

plano, tx 33.3%
refusal 20%
raleigh, nc 16.7%
minneapolis, mn 13.3%

qwen/qwen3.6-plus (20 runs)

cary, nc 60%
overland park, ks 15%
madison, wi 10%
ann arbor, mi 10%

qwen/qwen3.6-flash (15 runs)

plano, tx 86.7%
raleigh, nc 13.3%

qwen/qwen3.6-max-preview (15 runs)

madison, wi 73.3%
naperville, il 20%

qwen/qwen3.6-27b (15 runs)

irvine, ca 80%
madison, wi 20%

qwen/qwen3.7-plus (20 runs)

carmel, in 60%
madison, wi 25%
overland park, ks 10%

qwen/qwen3.7-max (25 runs)

carmel, in 52%
overland park, ks 40%

Sakana

sakana/fugu-ultra (20 runs)

naperville, il 55%
carmel, in 25%
cary, nc 20%

StepFun

stepfun/step-3.7-flash (20 runs)

plano, tx 35%
hedge 25%
overland park, ks 20%
naperville, il 10%
madison, wi 10%

Tencent

tencent/hy3:free (20 runs)

cary, nc 70%
naperville, il 30%

ThinkingMachines

thinkingmachines/inkling (20 runs)

naperville, il 80%
cary, nc 10%

xAI

x-ai/grok-4.1-fast (20 runs)

cary, nc 65%
ann arbor, mi 15%
overland park, ks 15%

x-ai/grok-4-fast (25 runs)

cary, nc 48%
austin, tx 36%

x-ai/grok-4.3 (15 runs)

boise, id 66.6%
raleigh, nc 26.7%

x-ai/grok-4.20 (20 runs)

raleigh, nc 40%
overland park, ks 30%
austin, tx 25%

x-ai/grok-4.5 (20 runs)

plano, tx 60%
cary, nc 25%
overland park, ks 10%

Xiaomi

xiaomi/mimo-v2-omni (25 runs)

overland park, ks 40%
hedge 28%
cary, nc 20%

xiaomi/mimo-v2-pro (20 runs)

overland park, ks 60%
ann arbor, mi 35%

xiaomi/mimo-v2.5-pro (20 runs)

ann arbor, mi 30%
naperville, il 20%
overland park, ks 10%
austin, tx 10%
hedge 10%

xiaomi/mimo-v2.5 (20 runs)

madison, wi 30%
cary, nc 25%
hedge 20%
raleigh, nc 10%
naperville, il 10%

Z.ai

z-ai/glm-5 (20 runs)

hedge 60%
naperville, il 25%
madison, wi 15%

z-ai/glm-5-turbo (15 runs)

raleigh, nc 66.6%
overland park, ks 26.7%

z-ai/glm-5.1 (20 runs)

raleigh, nc 65%
naperville, il 35%

z-ai/glm-5.2 (20 runs)

naperville, il 60%
cary, nc 20%
raleigh, nc 10%
madison, wi 10%

z-ai/glm-4.7-flash (20 runs)

hedge 60%
raleigh, nc 15%
plano, tx 10%
austin, tx 10%

z-ai/glm-4.7 (20 runs)

overland park, ks 70%
naperville, il 20%