How does cold weather driving reduce the battery range of an electric car, and how much extra will it cost in winter charging?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does cold weather driving reduce the battery range of an electric car, and how much extra will it cost in winter charging?
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
electric vehicle cold weather range loss 20% 30% heating cabin battery study AAA DOE Google ↗
US average residential electricity price 2025 cents per kWh EIA Google ↗
- AAA Study Reveals Temperature Impacts on EV and Hybrid Efficiencies and Costs · newsroom.aaa.com
- Program Record: Impact of Cold Ambient Temperatures and Extreme Conditions on Electric Vehicles · energy.gov
- MAY 2026 FACT SHEET EV VS HYBRID TEMPERATURE EF · newsroom.aaa.com
- Cold Temperatures Affect an Electric Vehicle's Driving Range · consumerreports.org
- Passenger Car BEVs under Extreme Weather - Vehicle & Mobility Systems Department · vms.taps.anl.gov
Queries
2 queries · click a column to sort