Looking for a reality check on stair climber versus treadmill calories data because my gym tracker seems way off and I want the most efficient fat loss per minute.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a reality check on stair climber versus treadmill calories data because my gym tracker seems way off and I want the most efficient fat loss per minute.
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
stair climbing treadmill incline walking MET calories per minute Compendium of Physical Activities 2024 Google ↗
ACSM treadmill walking equation calorie expenditure handrail support stair step machine METs accuracy calorie counters Google ↗
- 2024 Adult Compendium of Physical Activities: A third update of the energy costs of human activities · pmc.ncbi.nlm.nih.gov
- 2024 Adult Compendium of Physical Activities · pacompendium.com
- Development of a Cadence-Based Metabolic Equation for Walking · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
stair climbing treadmill incline walking MET calories per minute Compendium of Physical Activities 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ACSM treadmill walking equation calorie expenditure handrail support stair step machine METs accuracy calorie counters OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |