What are the best places to summer with two kids and one has asthma on the east coast of the united states
Geminigemini-4-argonOpenAIgpt-6.1-sol1 pass + 3 real-search63 queries11/1/2026
Download run
Gemini unique queries
13
13 in ≥ half the passes · stability 100%
OpenAI unique queries
14
14 in ≥ half the passes · stability 100%
Overlap between models
20%
4 shared of 20 distinct sub-queries
Gemini real searches predicted
83%
5 of 6 matched the simulation
OpenAI real searches predicted
3%
1 of 30 matched the simulation
Cost of this run
$0.710
100,371 tokens · 39 web searches · on your keys
Side by side
The same idea worded differently counts as shared. Matching uses EmbeddingGemma 2 similarity.
20% of distinct sub-queries were generated by both models (semantic match ≥ 0.935 cosine, EmbeddingGemma 2).
Only Gemini Both Only OpenAI
Only Gemini8
acadia national park maine summer family vacation air quality
hypoallergenic and asthma friendly hotels east coast
lowest pollen and humidity places on the east coast in july and august
outer banks vs cape cod family vacation
burlington vermont summer vacation with kids
how to prevent asthma attacks on family beach vacation
american lung association state of the air cleanest east coast cities
lake placid adirondacks summer family activities
Both models4
best east coast summer vacation spots for families with asthma ↗1x
best east coast vacation rentals for families with allergies and asthma ↗1x
best east coast summer vacation destinations for families with two kids one with asthma ↗1x
best east coast towns for a monthlong summer stay with children and asthma considerations ↗1x
east coast summer destinations for two kids with indoor activities and gentle outdoor options for a child with asthma ↗1x
cities with best air quality on the east coast in summer ↗1x
historical summer air quality ozone pm2.5 east coast beach towns ↗1x
Only OpenAI8
new england vs mid atlantic vs southeast coast summer heat humidity air quality family vacation asthma
east coast summer vacation wildfire smoke ozone risks children with asthma
coastal maine family summer vacation towns asthma considerations medical access
cape cod family summer vacation asthma pollen humidity air quality
outer banks summer vacation with kids asthma heat humidity hospital access
east coast coastal towns summer grass pollen ragweed season children asthma
east coast family beach towns near hospitals with pediatric emergency care
summer vacation rental checklist child asthma smoke free mold pets air conditioning
Fan-out diagram
Seed → topic clusters → sub-queries, per model.
SEED QUERY
What are the best places to summer with two kids and one has asthma on the east coast of the united states
13 unique queries · 1 pass
specific vacation destination compariso…
4 queries · 4 hits
acadia national park maine summer family vacation air qualityGoogle ↗
ENTITY EXPANSIONReason
outer banks vs cape cod family vacationGoogle ↗
COMPARATIVEComparison
burlington vermont summer vacation with kidsGoogle ↗
ENTITY EXPANSIONOther / navigational
lake placid adirondacks summer family activitiesGoogle ↗
ENTITY EXPANSIONComparison
asthma friendly family destinations
3 queries · 3 hits
asthma triggers and health management
3 queries · 3 hits
cleanest air cities rankings
2 queries · 2 hits
summer pollen and air quality
1 query · 1 hit
lowest pollen and humidity places on the east coast in july and augustGoogle ↗
IMPLICITComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Gemini simulated (13)OpenAI simulated (14)Gemini real searches (6)OpenAI real searches (30)
Classes come from the query-classifier (a local Laya model). 32 of 63 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
What the models actually searched
Each model answered the query with its own web search. These are the searches it ran, matched to the closest simulated query.
Gemini6 real searches · gemini-4-argon83% predicted
American Lung Association cleanest air cities east coast Google ↗
state of the air cleanest cities east coast Google ↗
American Lung Association cleanest cities east coast Google ↗
AAFA asthma capitals best cities east coast Google ↗
best asthma friendly summer vacation spots east coast Google ↗
best summer vacation asthma kids east coast Google ↗
- alot.com · vertexaisearch.cloud.google.com
- vitacost.com · vertexaisearch.cloud.google.com
- tours4fun.com · vertexaisearch.cloud.google.com
- reddit.com · vertexaisearch.cloud.google.com
- acaai.org · vertexaisearch.cloud.google.com
- floridachest.com · vertexaisearch.cloud.google.com
- islands.com · vertexaisearch.cloud.google.com
- nationaljewish.org · vertexaisearch.cloud.google.com
- tinyshinyhome.com · vertexaisearch.cloud.google.com
- jacksonnursing.com · vertexaisearch.cloud.google.com
- allergytampa.com · vertexaisearch.cloud.google.com
- lung.org · vertexaisearch.cloud.google.com
- alot.com · vertexaisearch.cloud.google.com
- vitacost.com · vertexaisearch.cloud.google.com
- aafa.org · vertexaisearch.cloud.google.com
- rampasthma.org · vertexaisearch.cloud.google.com
- asthmaandallergyfriendly.com · vertexaisearch.cloud.google.com
- facebook.com · vertexaisearch.cloud.google.com
- floridapolitics.com · vertexaisearch.cloud.google.com
- respiratory-therapy.com · vertexaisearch.cloud.google.com
- wtsp.com · vertexaisearch.cloud.google.com
OpenAI30 real searches · gpt-6.1-sol3% predicted
site.nps.gov Acadia air quality ozone summer Google ↗
site.visitportland.com family Cape Elizabeth beaches children's museum Google ↗
site.aafa.org asthma capitals 2026 summer humidity air pollution pollen Google ↗
site.aafa.org asthma summer humidity pollen air pollution travel Google ↗
site.aafa.org asthma summer vacation humidity pollen air quality Google ↗
site.airnow.gov asthma vacation air quality humidity Google ↗
site.airnow.gov coastal ozone sea breeze summer New England Google ↗
site.airnow.gov travel asthma air quality wildfire smoke Google ↗
site.mainehealth.org Maine Medical Center Portland Barbara Bush children's hospital emergency Google ↗
site.visitportland.com family children beaches Portland Cape Elizabeth Google ↗
site.mainehealth.org MaineHealth Barbara Bush Children's Hospital Portland emergency Google ↗
site.mainehealth.org Maine Medical Center Portland children's hospital emergency Google ↗
site.goprovidence.com OR site.discovernewport.org family beaches Newport Middletown Google ↗
site.goportsmouthnh.com family beaches Seacoast Science Center Google ↗
site.gotoplessnh.com family Seacoast science center Portsmouth Google ↗
site.capecodchamber.org Falmouth family beaches Shining Sea Bikeway Google ↗
site.capecodchamber.org Falmouth families beaches Shining Sea Bikeway Google ↗
site.capecodchamber.org Falmouth kids shining sea bikeway beaches Google ↗
site.visitportland.com Cape Elizabeth family Crescent Beach Google ↗
site.seacoastsciencecenter.org visit Rye tide pools Google ↗
site.seacoastsciencecenter.org Odiorne touch tanks tide pooling Google ↗
site.cdc.gov asthma controlling triggers humidity 30 50 mold Google ↗
site.cdc.gov asthma controlling triggers humidity 30 50 action plan travel Google ↗
site.goportsmouthnh.com family beaches Rye Google ↗
site.capecodhealth.org Falmouth Hospital emergency department 24 Google ↗
site.airnow.gov asthma children AQI 101 150 Google ↗
site.aafa.org travel asthma hotel air conditioning mold Google ↗
site.brownhealth.org Newport Hospital emergency department Google ↗
site.visitportland.com family friendly beaches museum Cape Elizabeth Google ↗
site.capecodhealth.org Falmouth Hospital emergency services Google ↗
- nps.gov · nps.gov
- nps.gov · nps.gov
- cdc.gov · cdc.gov
- lung.org · lung.org
- acaai.org · acaai.org
- aafa.org · aafa.org
- maine.gov · maine.gov
- healthychildren.org · healthychildren.org
- aafa.org · aafa.org
- niehs.nih.gov · niehs.nih.gov
- nps.gov · nps.gov
- nps.gov · nps.gov
- eeaonline.eea.state.ma.us · eeaonline.eea.state.ma.us
- aafa.org · aafa.org
- nps.gov · nps.gov
- aafa.org · aafa.org
- tools.cdc.gov · tools.cdc.gov
- airnow.gov · airnow.gov
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- time.com · time.com
- axios.com · axios.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- reddit.com · reddit.com
- en.wikipedia.org · en.wikipedia.org
- mainehealth.org · mainehealth.org
- mainehealth.org · mainehealth.org
- capecodtourism.org · capecodtourism.org
- visitrhodeisland.com · visitrhodeisland.com
- falmouthma.gov · falmouthma.gov
- capecodcertified.com · capecodcertified.com
- capecodchamber.org · capecodchamber.org
- capecodcertified.com · capecodcertified.com
- visitnewportri.org · visitnewportri.org
- capecodma.org · capecodma.org
- visit-maine.com · visit-maine.com
- capecodtourism.org · capecodtourism.org
- falmouthchamber.com · falmouthchamber.com
- falmouthchamber.com · falmouthchamber.com
- falmouthma.gov · falmouthma.gov
- traillink.com · traillink.com
- riparks.ri.gov · riparks.ri.gov
- capecodcommission.org · capecodcommission.org
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- en.wikipedia.org · en.wikipedia.org
- reddit.com · reddit.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal searchBoth models
Hover a query to see its counterpart · click a topic to focus it · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
13 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best east coast summer vacation spots for families with asthma REFORMULATION | Google ↗ AI Mode ↗ | The user wants direct recommendations for family-friendly summer destinations on the US East Coast that are safe for a child with asthma. | Comparison | web_article | asthma friendly family destinations | 1x of 1 | |
cities with best air quality on the east coast in summer IMPLICIT | Google ↗ AI Mode ↗ | The user needs to find locations with low pollution and low ozone levels during the summer to prevent asthma triggers. | Comparison | dataset | cleanest air cities rankings | 1x of 1 | |
east coast beaches vs mountains for child with asthma in summer COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare the benefits of coastal sea breezes against higher altitude mountain air for managing pediatric asthma. | Comparison | forum/qna | asthma triggers and health management | 1x of 1 | |
acadia national park maine summer family vacation air quality ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user is investigating a specific, popular East Coast summer destination known for clean air and family activities. | Reason | web_article | specific vacation destination compariso… | 1x of 1 | |
hypoallergenic and asthma friendly hotels east coast RELATED | Google ↗ AI Mode ↗ | The user wants to find accommodations that offer allergy-free rooms, air purifiers, and mold-free environments. | Comparison | review_roundup | asthma friendly family destinations | 1x of 1 | |
checklist for traveling with an asthmatic child in the summer PERSONALIZED | Google ↗ AI Mode ↗ | The user wants a preparation list to ensure they pack all necessary medications, nebulizers, and action plans for their trip. | Instruction | checklist | asthma triggers and health management | 1x of 1 | |
lowest pollen and humidity places on the east coast in july and august IMPLICIT | Google ↗ AI Mode ↗ | The user is looking for regions on the East Coast that don't suffer from oppressive summer humidity and high mold/pollen counts. | Comparison | interactive_widget | summer pollen and air quality | 1x of 1 | |
outer banks vs cape cod family vacation COMPARATIVE | Google ↗ AI Mode ↗ | The user wants to compare two iconic East Coast beach destinations to see which is better suited for a summer trip with two kids. | Comparison | comparison_table | specific vacation destination compariso… | 1x of 1 | |
burlington vermont summer vacation with kids ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to explore family activities in Burlington, Vermont, a city frequently ranked by the American Lung Association for having the cleanest air. | Other / navigational | web_article | specific vacation destination compariso… | 1x of 1 | |
how to prevent asthma attacks on family beach vacation RELATED | Google ↗ AI Mode ↗ | The user wants actionable medical advice on managing potential coastal triggers like temperature changes, campfires, or strong winds. | Instruction | how_to_steps | asthma triggers and health management | 1x of 1 | |
american lung association state of the air cleanest east coast cities IMPLICIT | Google ↗ AI Mode ↗ | The user wants authoritative data on which East Coast metropolitan areas have the lowest year-round and short-term particle pollution. | Reason | pdf_whitepaper | cleanest air cities rankings | 1x of 1 | |
best east coast vacation rentals for families with allergies and asthma PERSONALIZED | Google ↗ AI Mode ↗ | The user wants tips or platforms for finding pet-free, smoke-free, and mold-free summer house rentals big enough for a family of four. | Comparison | buyers_guide | asthma friendly family destinations | 1x of 1 | |
lake placid adirondacks summer family activities ENTITY EXPANSION | Google ↗ AI Mode ↗ | The user wants to see if Lake Placid offers enough entertainment for two kids during the summer. | Comparison | image_gallery | specific vacation destination compariso… | 1x of 1 |
Tokens & cost
What this run used on your API keys, per model and step.
| Model | What | Requests | Input tokens | Output tokens | Web searches | Est. cost |
|---|---|---|---|---|---|---|
| gemini-4-argon | Real-search passes | 3 | 714 | 4,72433 thinking | 6 | $0.133 |
| gemini-4-argon | Simulated passes | 1 | 1,033 | 1,791 | — | $0.020 |
| gpt-6.1-sol | Real-search passes | 3 | 84,719 | 3,851892 thinking | 33 | $0.538 |
| gpt-6.1-sol | Simulated passes | 1 | 619 | 1,756226 thinking | — | $0.019 |
| gemini-3.5-flash-lite | Naming clusters | 1 | 926 | 238 | — | $0.0009 |
| Total | 9 | 88,011 | 12,360 | 39 | $0.710 | |
Billed to your own API keys. Estimated from the providers' list prices (checked 2026-11-12); output includes thinking tokens. Free tiers, caching and retries can make your bill differ. Google gives 5,000 grounded searches a month free across Gemini 3+ models. OpenAI bills the web search content it reads as input tokens.
Passes
Does another pass still surface new queries? A flattening curve means the fan-out has stabilised.
| Model | Pass | Target | Generated | Seconds | Tokens (in / out) | Notes |
|---|---|---|---|---|---|---|
| gemini-4-argon · real search | 1 | — | 2 | 32.0 | 238 / 1,471 · 2 searches | |
| gemini-4-argon · real search | 2 | — | 2 | 43.2 | 238 / 1,495 · 2 searches | |
| gemini-4-argon · real search | 3 | — | 2 | 31.6 | 238 / 1,758 · 2 searches | |
| gemini-4-argon | 1 | 13 | 13 | 25.2 | 1,033 / 1,791 | |
| gpt-6.1-sol · real search | 1 | — | 11 | 33.9 | 25,609 / 1,292 · 11 searches | |
| gpt-6.1-sol · real search | 2 | — | 11 | 33.3 | 29,669 / 1,218 · 11 searches | |
| gpt-6.1-sol · real search | 3 | — | 11 | 36.8 | 29,441 / 1,341 · 11 searches | |
| gpt-6.1-sol | 1 | 14 | 14 | 29.5 | 619 / 1,756 |