Dash0
dash0.com › home › comparisons › prometheus vs grafana: they're not competitors
Prometheus vs Grafana: They're Not Competitors · Dash0
August 13, 2026 - But you can also connect Elasticsearch, InfluxDB, PostgreSQL, Loki, and many other backends in the same Grafana instance. A single dashboard can combine Prometheus metrics in one panel with Loki log counts in another and PostgreSQL connection pool stats in a third.
what's the difference between Prometheus and grafana? Can someone please ELI5.
Prometheus gets and stores the metrics. Grafana prints out nice looking graphs from metrics provided by prometheus. More on reddit.com
understanding grafana and prometheus VS simple monitoring scripts
So...this is an example of an xy problem https://meta.stackexchange.com/questions/66377/what-is-the-xy-problem The thing you tried is to get is "a pdf of a dashboard". But that's not what you wanted, since the alternative you described doesn't do that. What you actually wa t to do is record the cpu metric define some rules around that metric notify you when those rules are breached This problem set is fully covered in open-source grafana. It sounds like you already have something pushing the cpu metrics to prometheus (if not, check out the k8s-monitoring helm chart from grafana). In that case, open up your Grafana instance, under "alerts"- create a contact point with your email create an alerting rule, with a promql query. set it to notify your contact point when breached. Like you said, awk on a cron with email would work- but it's such a basic requirement that you can do the same with any observability platform. You'll learn going forward that cpu is usually not a good metric to alert on, and start to think about metrics that do a better job of describing your customers experience...but for now implement the basic thing you described. More on reddit.com
Can prometheus support pretty much everything what Grafana does?
No, and you are comparing apples with oranges. Grafana is the visualization plugin for Prometheus. And works for a lot of more data sources than just Prometheus, so it makes no sense for Prometheus to have all the Grafana features. But there are more programs that let you visualize in different ways the time series database that Prometheus have. More on reddit.com
Prometheus AlertManager vs Grafana AlertManager?
If you're in Kubernetes, have you had a look at Prometheus Operator yet ? Gets all your AlertManager & Prometheus configs in kubernetes ressources which you manage the same as everything else in your clusters. Declarative, GitOps, good ol' reliable yaml. Personally I wouldn't use anything else . More on reddit.com
Do I need Prometheus for Grafana?
No, Grafana can work with multiple data sources like InfluxDB, Elasticsearch, and MySQL. However, if you need real-time monitoring with time-series data, Prometheus is a common data source for Grafana.
middleware.io
middleware.io › blog › prometheus-vs-grafana
Prometheus vs Grafana: They're Not Competitors You Need to know
What is better than Prometheus + Grafana?
Unified observability platforms like Middleware, SigNoz, or Datadog replace multiple tools with one system.
middleware.io
middleware.io › blog › prometheus-vs-grafana
Prometheus vs Grafana: They're Not Competitors You Need to know
Is Grafana the same as Prometheus?
No. Grafana and Prometheus are not the same tool. Prometheus is a metrics monitoring system and time series database. Grafana is a visualization and dashboarding platform that can connect to Prometheus and many other data sources.
parseable.com
parseable.com › home › blog › grafana vs prometheus: key differences and best use cases
Grafana vs Prometheus: Key Differences and Best Use Cases
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Grafana Vs Prometheus | Which Monitoring Tool Is Better in 2025?
Sawmills
sawmills.ai › blog › grafana-vs-prometheus
Grafana vs. Prometheus: Comparison and Differences
August 23, 2024 - Prometheus is a monitoring system designed to collect, store, and query metrics from applications and infrastructure. Its main ability lies in alerting and handling large amounts of data, making it an invaluable tool for monitoring and alerting. Grafana on the other hand, excels in visualizing and analyzing data collected by Prometheus or other data sources.
Parseable
parseable.com › home › blog › grafana vs prometheus: key differences and best use cases
Grafana vs Prometheus: Key Differences and Best Use Cases
May 28, 2026 - In a typical monitoring setup, Prometheus collects time-series metrics from applications, infrastructure, Kubernetes clusters, and exporters. Grafana then connects to Prometheus as a data source and turns those metrics into dashboards that engineering, DevOps, platform, and SRE teams can use during day-to-day monitoring and incident response.
Better Stack
betterstack.com › community › comparisons › prometheus-vs-grafana
Prometheus vs Grafana: The Key Differences to Know | Better Stack Community
January 23, 2026 - It excels at data acquisition through its custom query language, which allows you to select and aggregate time-series data. The collected metrics can be viewed inside Prometheus's expression browser or transferred to external systems via its HTTP API. Grafana is an open-source data analytics and visualization web application created by Grafana Labs.
GeeksforGeeks
geeksforgeeks.org › devops › prometheus-vs-grafana
Prometheus vs Grafana: Top Differences - GeeksforGeeks
July 23, 2025 - Moreover, Prometheus boasts an elaborate system of defining alerting rules that help an organization detect any anomalies before they occur. On the other hand, Grafana is synonymous with visualization genius, known for converting raw data into transparent dashboards making more sense visually.
Uptrace
uptrace.dev › comparisons › grafana-vs-prometheus
Grafana vs Prometheus [Detailed Technical Comparison for 2025] | Uptrace
January 19, 2025 - Grafana is the clear winner in visualization capabilities, offering more flexibility and aesthetically pleasing results. Prometheus is primarily focused on metrics and doesn't handle log management natively.
Tech Insider
tech-insider.org › home › cloud computing › prometheus vs grafana 2026: 100+ data sources and a 4 kb per series memory gap [tested]
Prometheus vs Grafana 2026: 100+ Data Sources Gap [Tested]
June 25, 2026 - Prometheus requires careful capacity planning because it stores data locally and uses significant memory for its in-memory time-series index. Grafana, being stateless, can run on minimal hardware – its resource consumption scales with the number of concurrent dashboard viewers and the complexity of queries it forwards to backends, not with the volume of metrics being collected.
ProjectPro
projectpro.io › compare › grafana-vs-prometheus
grafana vs prometheus: Which Tool is Better for Your Next Project?
As of 2022, Prometheus has over 46.8k stars, 7.9k forks, 764 contributors, and 10,897 commits. ... Open source, free to use. Also offers a paid version. ... Grafana is a popular open-source dashboard and visualization platform used for monitoring and analyzing time-series data from various ...
Reddit
reddit.com › r/devops › what's the difference between prometheus and grafana? can someone please eli5.
r/devops on Reddit: what's the difference between Prometheus and grafana? Can someone please ELI5.
November 19, 2019 -
Let's say that I have to monitor CPU utilization and create alert lifestyle based upon some thersold values , or reading some DB to get live time metrices of an app and create alerts .
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Prometheus gets and stores the metrics. Grafana prints out nice looking graphs from metrics provided by prometheus.
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Promethe,us gather metrics from exporters that must be running on the monitored hosts, stores them in it's own time series database, can display graphs of those series and trigger alerts. You can see it as a monitoring solution. Grafana is a dashboard builder/display a lot of graphs for a lot of databases (including Prometheus one) and optionally send simple alerts too. It is fundamentally a visualization solution, it doesn't gather the metrics/feeds whatever db, not can generate complex alerts. But you can couple it with a lot of DBs (other time series databases, elasticsearch, MySQL and more) not just Prometheus
Last9
last9.io › blog › prometheus-and-grafana
Prometheus vs Grafana: Key Differences and When to Use Each | Last9
June 12, 2026 - Built for modern cloud-native environments, Prometheus supports various deployment models. It uses PromQL, a powerful query language, and offers alerting features, allowing you to stay proactive in monitoring your system’s performance. Grafana is an open-source data visualization tool that lets you display data on customizable dashboards using graphs, charts, and tables.
Sumo Logic
sumologic.com › home › monitoring with prometheus vs grafana: understanding the difference
Monitoring with prometheus vs grafana: understanding the difference
June 17, 2025 - From these dashboards, it handles a basic alerting functionality that generates visual alarms. Grafana works best with time-series data, which is what most monitoring and observability platforms produce and store in databases like Graphite, Elastic, or Prometheus’s native repository.