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What is the difference between Prometheus and Grafana, and how do I set them up together to monitor API response times on my server?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between Prometheus and Grafana, and how do I set them up together to monitor API response times on my server?
1 real search · 1 real-search pass
Prometheus official documentation getting started scrape configuration histogram metric types Grafana Prometheus data source Docker ComposeGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Prometheus official documentation getting started scrape configuration histogram metric types Grafana Prometheus data source Docker Compose Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Prometheus official documentation getting started scrape configuration histogram metric types Grafana Prometheus data source Docker Compose
OBSERVED
Google ↗
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