--- title: Grafana Labs Reviews meta_title: 'Grafana Labs Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 166 reviews by the users' company size, role or industry to find out how Grafana Labs works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 166 scale: '5' date_modified: '2026-08-07' parent_category: name: Containerization url: https://www.g2.com/categories/containerization --- # Grafana Labs Reviews **Vendor:** Grafana Labs **Category:** [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools) **Average Rating:** 4.5/5.0 **Total Reviews:** 166 ## About Grafana Labs Grafana Labs provides an open and composable monitoring and observability stack built around Grafana, the leading open source technology for dashboards and visualization. There are more than 3,000 Grafana Labs customers, including Bloomberg, Citigroup, Dell Technologies, Salesforce, and TomTom, and more than 1 million active instances of Grafana around the world. Grafana Labs helps companies manage their observability strategies with the LGTM Stack, which can be run fully managed with Grafana Cloud or self-managed with the Grafana Enterprise offerings, both featuring scalable metrics (Grafana Mimir), logs (Grafana Loki), and traces (Grafana Tempo) as well as extensive enterprise data source plugins, dashboard management, alerting, reporting, and security. Grafana Labs is backed by leading investors Lightspeed Venture Partners, Lead Edge Capital, GIC, Sequoia Capital, Coatue, and J.P. Morgan. Follow Grafana Labs on LinkedIn and Twitter or visit https://grafana.com. ## Grafana Labs Pros & Cons **What users like:** - Users praise Grafana for its **intuitive and flexible data visualization** , enhancing their ability to monitor performance effectively. (18 reviews) - Users appreciate the **ease of use** of Grafana, enjoying seamless integration and intuitive dashboard setup for monitoring. (18 reviews) - Users value the **intuitive and flexible dashboard usability** of Grafana, enhancing their data visualization experience effortlessly. (17 reviews) - Users value the **real-time monitoring** capabilities of Grafana Labs, enabling effective visualization and quick response to system performance. (17 reviews) - Users value the **flexibility and clarity** of Grafana for effective monitoring and visualization of metrics. (16 reviews) - Users appreciate the **customizable and intuitive dashboards** of Grafana Labs, enabling clear real-time data visualization and insights. (15 reviews) - Dashboard Quality (13 reviews) - Users value the **flexibility** of Grafana Labs, enabling seamless integration and easy connection to various tools. (13 reviews) - Users value the **wide integration capabilities** of Grafana, enhancing data visualization and dashboard creation for various sources. (13 reviews) - Visualization (13 reviews) **What users dislike:** - Users find the **learning curve steep** , with initial setup, navigation, and documentation proving challenging for new users. (16 reviews) - Users often face a **complex setup** process with Grafana Labs, making initial dashboard configuration challenging for newcomers. (13 reviews) - Users find the **learning difficulty** of Grafana frustrating, especially with complex setups and a clumsy interface. (12 reviews) - Users find the **difficult learning curve** challenging, particularly when creating advanced dashboards or configurations. (11 reviews) - Users find the **initial setup and configuration complex** , making it challenging for newcomers to effectively utilize Grafana Labs. (10 reviews) - Users face **dashboard issues** like clumsy navigation and lagging visualizations, making setup and use more complex. (10 reviews) - Users find the **difficult configuration** of Grafana challenging, particularly when managing permissions and complex queries. (9 reviews) - Difficult Setup (9 reviews) - Steep Learning Curve (8 reviews) - Users face a **complex coding challenge** with Grafana, as crafting alerts and queries requires specialized knowledge and experience. (7 reviews) ## Grafana Labs Reviews ### 1. Monitor your application **Rating:** 4.5/5.0 stars **Reviewed by:** Subash M. | Principal Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 30, 2024 **What do you like best about Grafana Labs?** Consulidate all your application metrics in one place and display using different dashboard helping you to monitor your application perfomance. **What do you dislike about Grafana Labs?** Use of Json for some dashboard can be pretty tricky. **What problems is Grafana Labs solving and how is that benefiting you?** Helps in monitor application performance, memory usuasge, request througput in different dashbaords. ### 2. A Highly Effective Open Source Observability Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Avani B. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 26, 2023 **What do you like best about Grafana Labs?** - open source observability platform - It is very adaptable and expandable - Large user and contributor community. - It provides several visualization choices, including charts, graphs, tables, and maps. - It is simple to use and understand **What do you dislike about Grafana Labs?** - It may be difficult to set up and configure, particularly in big deployments. - It can be time-consuming, particularly for big dashboards with elaborate visualisations. - The community's response time to concerns might be sluggish. - Grafana's user interface is not as pleasant as that of certain other observability programs, such as Datadog and New Relic. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana Labs is a strong open source observability platform that is ideal for businesses of all sizes. It is very adaptable and expandable, with a big user and contributor community. However, it may be difficult to set up and configure, and it can be resource-intensive in big installations. ### 3. Grafana - The All-rounder for monitoring metrics, logging and alerting **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 20, 2023 **What do you like best about Grafana Labs?** We're using Grafana for real-time monitoring metrics, alerting, and logging. For monitoring, we've integrated it with Prometheus, and for logging, we've integrated it with Loki and Promtail. Apart from this, we're looking to explore it as an APM at the moment. **What do you dislike about Grafana Labs?** Difficult to create a custom dashboard. Better UI is needed for Loki logs. Real-time logs are still a challenge. Different data sources cannot be used in the same graph at the same time, causing a visual comparison of the data to be difficult. **What problems is Grafana Labs solving and how is that benefiting you?** We're using node-exporter, cadvisor, mongo-exporter, mysql-exporter, pm2 exporter and nginx exporter to send data to prometheus and plot graphs on grafana for real-time monitoring. Pretty helpful to debug and provide RCA for any incidents that occur. Getting application logs using the loki docker plugin and getting logs on Grafana on a container-level. We hope to implement grafana tempo soon. ### 4. Quick Visualization of New Product Data **Rating:** 5.0/5.0 stars **Reviewed by:** Jim C. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 11, 2023 **What do you like best about Grafana Labs?** The visualization dashboard is easy to use and includes a wide range of display options. You can change parameters very quickly to converge on the display you want. **What do you dislike about Grafana Labs?** You are somewhat bound by the connectors provided and the completeness of their implementation. But this was not a serious problem for my implementation. Be that you know how to use your chosen connector. **What problems is Grafana Labs solving and how is that benefiting you?** We are able to display operating data from our IoT solution. ### 5. It is a very good open source platform for centralizing logs, but requires knowledge to operate it **Rating:** 3.5/5.0 stars **Reviewed by:** Nam Q. | Mid-Market (51-1000 emp.) **Reviewed Date:** December 06, 2023 **What do you like best about Grafana Labs?** The upsides of this solution is that it is an open-source solution, which provides wide integration to most of systems through such protocols as CEF, syslog. **What do you dislike about Grafana Labs?** It requires expertise or good knowledge to use or operate it. **What problems is Grafana Labs solving and how is that benefiting you?** It helps to visualize the performance metrics of most of the systems in our organization. ### 6. Gain exceptional visuals and insights with Grafana **Rating:** 4.5/5.0 stars **Reviewed by:** Michael S. | Service Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 09, 2023 **What do you like best about Grafana Labs?** I'm most impressed with how Grafana allows us to visualize and understand complex relationships between data that were previously difficult to see. The detailed analytics generated by the platform allow us to anticipate our needs for an optimal user experience, such as monitoring server performance levels or tracking temperature and humidity in a data center environment. By using these graphical representations of information, we can easily determine appropriate action plans to ensure the successful operation of any application landscape. **What do you dislike about Grafana Labs?** I dislike that Grafana's edit mode is inferior to its query mode, making it difficult for users unfamiliar with SQL to modify databases and graphs. A necessary improvement would be a more user-friendly editing interface so that non-expert users can make their own changes without having to ask someone else for help in writing the necessary query. **What problems is Grafana Labs solving and how is that benefiting you?** I'm benefiting from using Grafana because I can monitor and analyze the data collected by my various IoT sensors in real time. And thanks to its intuitive interface, setting up graphs with different configurations is just a click away. ### 7. Grafana Labs helps visualize Kubernetes metrics **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** October 31, 2023 **What do you like best about Grafana Labs?** I loved that Grafana had custom created dashboards that we could save and recreate with the Grafana API. It was easy to implement. **What do you dislike about Grafana Labs?** Modifying the grafana.ini file to bypass user login in an embedded dashboard was difficult, and debugging was difficult. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana creates very pretty dashboards for the metrics that we scraped. It saved us a lot of time. ### 8. Powerful Time Series Visualization Tool with steep learning curve for beginners. **Rating:** 2.5/5.0 stars **Reviewed by:** Abhishek S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 23, 2023 **What do you like best about Grafana Labs?** The ease of building time series visualizations is fantastic. The choice of visuals available is quite comprehensive as well. However, other tools are available in the market with a cleaner interface and better response time. **What do you dislike about Grafana Labs?** The query-based interface to generate charts is very old school and primitive. Drag and drop interfaces are available in every BI tool, and the majority are shifting to Natural Language query semantics. **What problems is Grafana Labs solving and how is that benefiting you?** Lack of Business Intelligence Tools which focus on time series data series. I used PromQL and GraphDB to create dashboards in Grafana. ### 9. one of the best open source monitoring tool **Rating:** 4.0/5.0 stars **Reviewed by:** ARPIT M. | Software Engineer-L2, Small-Business (50 or fewer emp.) **Reviewed Date:** July 27, 2023 **What do you like best about Grafana Labs?** one of the tools for- To build time series visualisations. Adptable and scalable. Community support. Varieties of visualisation choices it provides charts, graphs and tables. **What do you dislike about Grafana Labs?** Complex queries which are similar to sql. Absence of drag and drop interfaces which are present in new BI tools. limits on queries. there are few bugs present. **What problems is Grafana Labs solving and how is that benefiting you?** We are able to application logs of any sort of kuberenetes deployments or jobs using the grafana ui. one of the time saver feature. it solves issue of the visualization and monitoring of complex data sets. ### 10. Best open source tool for infra monitoring **Rating:** 4.0/5.0 stars **Reviewed by:** Sanath R. | SDE 2, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2023 **What do you like best about Grafana Labs?** We use grafana paired with prometheus for infra monitoring, it provides a very intuitive visualizations with graphs on time series data such as memory utilisation, cpu consumption. Grafana's feature to allow alert setup and integrations with pagerduty and splunk oncall really easy to use. **What do you dislike about Grafana Labs?** There are some bugs in Grafana, so not as refined as paid software like Newrelic. One more issue is that it doesn't provide alerting history if we want to review at the end of the week, so we had to rely on splunk for a report. **What problems is Grafana Labs solving and how is that benefiting you?** Data visualisation platforms are extremely pricey, but opensource tools like grafana paired with Promethues work wonders for small companies. Since we can host grafana on our servers we can keep sensitive data private. ### 11. Used in for business insights **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** January 02, 2024 **What do you like best about Grafana Labs?** It's flexibility, being able to visualise almost anything **What do you dislike about Grafana Labs?** Sometimes the panels are designed to work with Prometheus or other grafana owned data sources, and don't work great with bespoke / SQL data sources **What problems is Grafana Labs solving and how is that benefiting you?** Being able to see all our data quickly, in 1 place ### 12. Grafana: a very good alternative to costly real-time dashboard solutions **Rating:** 4.5/5.0 stars **Reviewed by:** Daniel V. | Intake Process Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 26, 2022 **What do you like best about Grafana Labs?** Grafana is able to connect to almost anything with a database (or other data structures) and create some impressive (and real-time) charts and tables. And it is able to do so while being free and open source, unlike other options. This tool that has been used to monitor the health of systems, servers, instances and more can be used to show real-time data from a db. **What do you dislike about Grafana Labs?** There are some limits to the queries and the learning curve for how to parse the data can be a little tricky. It could be better if some commonly-used functions and cross-variable references. **What problems is Grafana Labs solving and how is that benefiting you?** We are testing out Grafana to see if it is a viable option for displaying Jira ticket information in a dashboard, instead of inside of Jira Service Center, which would incur a license fee for everyone who would need to view it. It looks like this would be a real cost-saving option. ### 13. Grafana Review. **Rating:** 4.5/5.0 stars **Reviewed by:** Vivek P. | Site reliability engineering, Mid-Market (51-1000 emp.) **Reviewed Date:** March 04, 2023 **What do you like best about Grafana Labs?** We can add alerting on the logs exceptions in grafana and add any media to receive that error log as an alert, and we are using squadcast for central alerting. **What do you dislike about Grafana Labs?** Recently we faced an issue while writing the query to fetch the logs either from Loki or other sources it always shows an error, we updated the grafana version as well, but still, it is not resolved. It is very frustrating sometime. **What problems is Grafana Labs solving and how is that benefiting you?** We can easily see the application or Kubernetes pod logs over the grafana UI using the promtail. This is a time saver for the support team to check the logs even without access to Kubernetes clusters. That increase the security of cluster as well. ### 14. Exploring the Features and Benefits of Grafana: A User-Friendly Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Pranjal G. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 18, 2023 **What do you like best about Grafana Labs?** It offers, in my opinion, a user-friendly design that is intuitive and makes creating and customizing dashboards simple. Moreover, a broad variety of data sources are supported, including well-known databases like MySQL and PostgreSQL. The finest feature is that it enables you to create alerts based on particular metrics or conditions and receive notifications via email, Slack, and PagerDuty. **What do you dislike about Grafana Labs?** I believe that learning how to use all of its features and capabilities properly takes time for new users. Grafana may need a lot of processing power and memory because it might be resource-intensive. **What problems is Grafana Labs solving and how is that benefiting you?** It solves the main issue of visualizing and monitoring complex data sets. Its capability to share dashboards and collaborate with others on monitoring and visualization projects can help teams work more efficiently and effectively, improving communication and knowledge sharing. Setting up alerts on PagerDuty, mail is the main advantage to detect anmoly. ### 15. Excellent tool for monitoring and error debugging **Rating:** 5.0/5.0 stars **Reviewed by:** sami u. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 12, 2023 **What do you like best about Grafana Labs?** 1. Easy to integrate with current workflow 2. Easy search features which help non-tech users to find logs 3. In multi-container environment, search can be deepened further for logs **What do you dislike about Grafana Labs?** I was not easily able to filter warnings vs errors in logs. I think they should provide quick search functionality for errors or warnings as well **What problems is Grafana Labs solving and how is that benefiting you?** 1. Easy container monitoring 2. We are able to catch errors before they hit production 3. Not that much costly ### 16. Best for data monitoring **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** September 30, 2023 **What do you like best about Grafana Labs?** I can monitor all the data in same screen and that is the best part. It is best for incident monitoring. **What do you dislike about Grafana Labs?** It does not refreshes on its own after some time. We have to manually refresh the time which is quite irritating **What problems is Grafana Labs solving and how is that benefiting you?** It is helping us monitor all the device health under the same screen which saves a lot of time and is easy to use ### 17. Grafana Dashboards **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** August 10, 2023 **What do you like best about Grafana Labs?** The dash boards are well versed and can be easily modified to get the details of issue or required data be it 5xx errors or any other related queries **What do you dislike about Grafana Labs?** There is no such thing to dislike all seems good **What problems is Grafana Labs solving and how is that benefiting you?** Providing real time data Queries to customise dashboard Monitoring of services health ### 18. Best real-time Dashboard Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Palazzetti L. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 13, 2023 **What do you like best about Grafana Labs?** Easy of configuration and plug & play setup for multiple datasource is one of the key point. The ability to create library panel, share dashboard and properly manage different ACL based on users, together with SAML integration are core features. **What do you dislike about Grafana Labs?** I don't think that there are negative points about it. Mainly, the thing is that you should keep backup of dashboard by yourself, to be able to restore different version in case of unwanted changes. **What problems is Grafana Labs solving and how is that benefiting you?** We are using it to visualize data for our internal product test laboratory, together with our after-sales service department using it for IoT data visualization. ### 19. Grafana the easiest way to view your time series data. **Rating:** 5.0/5.0 stars **Reviewed by:** Luis Enrique N. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 18, 2023 **What do you like best about Grafana Labs?** Have free software to test the projects. Have excellent visualization graphics with many stiles. Also is easy to integrate into different databases. And finally, have cloud services. **What do you dislike about Grafana Labs?** In some TVs, Grafana is not compatible with the web browser. So It needed an external vídeo source to see the dashboard on the screen. Solving this issue or making a lite version compatible would be great. **What problems is Grafana Labs solving and how is that benefiting you?** How to expose and see relevant information in industrial machines and processes. Also, it can be seen on almost any device and over the internet. And have free software to test. ### 20. Dashboarding the easy way **Rating:** 5.0/5.0 stars **Reviewed by:** Georg R. | Senior Data Scientist, Utilities, Enterprise (> 1000 emp.) **Reviewed Date:** February 10, 2023 **What do you like best about Grafana Labs?** Grafana is a very stable and user-friendly interface, with lots of customization options and a very good performance. I use it for home automation data and security purposes. **What do you dislike about Grafana Labs?** There's no real downside here, except that I can only connect three machines/browsers in the free version. But that's just in my private account, so not an issue. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana gives me a really nice display of all the data I'm collecting in my InfluxDB over time. It's easy to analyze data and have really performant dashboards that show me just the information I need. ### 21. Open source monitoring tool with extensive customization **Rating:** 5.0/5.0 stars **Reviewed by:** Mehmet K. | Front-End Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 31, 2022 **What do you like best about Grafana Labs?** Grafana's extensive library of graphs and images allows users to create stunning data visualizations that provide instantaneous insights into the data set. It allows connection with many different data sources, including SQL, Excel, and CSV ( SQLite, MongoDB, PostgreSQL etc.). The prepared dashboards may be shared and shown on the main screen of the network operation center when they are viewed in a web browser. The dashboards created may be customized and are adaptable. **What do you dislike about Grafana Labs?** Coming up with the visuals you need to construct first requires some work, but after that it becomes quite simple and scalable. The UX can be enhanced, and the editor could be a little bit more visually appealing. **What problems is Grafana Labs solving and how is that benefiting you?** We were able to identify and resolve several previously undiscovered problems, as well as highlight business-critical KPIs in a variety of areas (from the technical to the business side). ### 22. alerting metrics with grafana **Rating:** 5.0/5.0 stars **Reviewed by:** Hemant K. | site reliability engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 14, 2023 **What do you like best about Grafana Labs?** best thing about grafana is their dashboards in which we can add promql query to visualize the response from data source like prometheus or thanos. multile features from importing dashboards to alerting **What do you dislike about Grafana Labs?** their is nothing to dislike about grafana as of now **What problems is Grafana Labs solving and how is that benefiting you?** in grafana we use to monitoring the critical logs using loki integration and multiple dashboards to monitor instance cpu,disk and memory usage and website monitorings and alerting ### 23. graffana review **Rating:** 4.5/5.0 stars **Reviewed by:** Ashish K. | Sr. Database Administrator, Mid-Market (51-1000 emp.) **Reviewed Date:** March 28, 2023 **What do you like best about Grafana Labs?** Grafanna is very useful in visualizing key metrics for our system we have been using its dashboards for various monitorings **What do you dislike about Grafana Labs?** sometimes it takes time to load which is a downside of using it. **What problems is Grafana Labs solving and how is that benefiting you?** Graffana is helping us to visualize a lot of key metrices and APIs of our system which in turn is very helpful in maintaining system health and stability ### 24. Grafana Observability Tool **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Banking | Small-Business (50 or fewer emp.) **Reviewed Date:** June 12, 2023 **What do you like best about Grafana Labs?** It's provides a great monitoring system with huge scalability and customisation with the requirements of business where we can design our own dashboard **What do you dislike about Grafana Labs?** As I have been using the monitoring tool grafana as a one stop place for our complete infrastructure hence I am unable to find any specific dislike but I feel being a open source tool it just has certain limitations. **What problems is Grafana Labs solving and how is that benefiting you?** It's provided a great insight of our infrastructure helping us with great visibility and observations in the system and helping us diagnose the system if and when required with minimal effort ### 25. Free, Powerful and customizable **Rating:** 4.0/5.0 stars **Reviewed by:** Douglas S. | Part Owner, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Grafana Labs?** The possibility of monitoring everything aspect of your CPU, firewall network, container and VPS or other. For server maintenance or to understand an application's traffic (my case) is a beneficial tool. **What do you dislike about Grafana Labs?** Grafana doesn't work in real-time. The customization is an infinite possibility, but Grafana should provide some default equations for us. Also, you need to understand a bit more about how to config Prometheus and Node Exporter. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana helps us to monitor the stress of our apps and local servers. ### 26. Open source analytics & visualization tool for DevOps **Rating:** 5.0/5.0 stars **Reviewed by:** Prashant D. | DevOps Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** March 20, 2023 **What do you like best about Grafana Labs?** It is a web-based application that provides customizing dashboard when we integrate it with many other tools like elastic search, ELK, and Nagios. Also helpful for live server monitoring. Provides data in tables, maps, graphs, heatmaps and clock features in the dashboard. **What do you dislike about Grafana Labs?** We can not analyze data on grafana. If integration tools are not working correctly, grafana doesn't respond and shows api errors. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana dashboard helps us monitor the server, API and application in the IT production environment. We can also configure alerts using grafana. Easy to maintain and immigration. ### 27. Best Open-Source monitoring tool **Rating:** 5.0/5.0 stars **Reviewed by:** Srikanth A. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 14, 2023 **What do you like best about Grafana Labs?** Pretty customizable Dashboard design is very easy to change the type of tiles with the same data and is well integrated with InfluxDB. Very Fast UI which works with lot of data with a consistent UI Experience **What do you dislike about Grafana Labs?** I felt that Monitoring Alerts, we had trouble in setting up multiple Threshold based alerts which something missed, expected very dynamic way of setting alerts without any limitations. **What problems is Grafana Labs solving and how is that benefiting you?** Monitoring various metrics with a very good UI, by which u can monitor various KPIs which are important in deciding a lot of important decisions ### 28. Grafana feedback **Rating:** 4.5/5.0 stars **Reviewed by:** Meir T. | Cloud-Eng TL, Mid-Market (51-1000 emp.) **Reviewed Date:** December 20, 2022 **What do you like best about Grafana Labs?** The widgets option is enormous and can be connected with a lot of datasources. Can run on cheapest EC2 Good alert mechanism Copy widget from board to board is a nice option User management is good **What do you dislike about Grafana Labs?** Love all. Nothing to dislike. Meet all my requirements **What problems is Grafana Labs solving and how is that benefiting you?** Monitoring now is straightforward All info can be placed in one place/dashboard In case you miss something - an Alert can be sent to your slack channel Color is everything... along you don't have red color in your dashboard, you can be sure your system is ok ### 29. Grafana Dashboards **Rating:** 5.0/5.0 stars **Reviewed by:** Aditya K. | Lead Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** August 17, 2022 **What do you like best about Grafana Labs?** Grafana is our go to service and kind of single source of truth for all the live data dashboards as well as the custom dashboards that we have created by installing telegraf agent on the servers > moving the required data to influxDB > populating it in Grafana. Good thing about grafana is its capability to intake data from various dbs like influxDB, elasticsearch,airflow,logstash etc. Also, when it comes to dashboard styling, you get a lot of customizations for visualization like graph,gauge,heatmaps,alert list, pie chart etc **What do you dislike about Grafana Labs?** Learning how to ingest data to grafana is difficult. It takes a fair amount of knowledge in devops monitoring for you to populate data in grafana. Once, data is populated, creating dashboards using the data is like a cakewalk. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana is being used here in Airtel to : 1. Capture live data from network towers and creating dashboards for that 2. Hive table category mapping 3. Individual servers health dashboards 4. Airflow related dashboards 5. Hadoop monitoring dashboards 6. Spark streaming dashboards 7. Abinitio dashboards 8. Space utilisation dashboards and 100s of which would be difficult to highlight here ### 30. One of best Monitoring tool **Rating:** 4.0/5.0 stars **Reviewed by:** Piyush M. | engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 10, 2023 **What do you like best about Grafana Labs?** SErvice provide by grafana Dashboard helps to make system stable and up. **What do you dislike about Grafana Labs?** UI is not user friendly It can be improved in explore screen **What problems is Grafana Labs solving and how is that benefiting you?** It helps me to monitor my system, its usage disk space resources status and also I can see my applications log. ### 31. Grafana -Best Visualization Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Shashi K. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 14, 2023 **What do you like best about Grafana Labs?** It's the best visualisation tool to analyse any metrics or data. **What do you dislike about Grafana Labs?** It doesn't aggregate data from multiple sources. **What problems is Grafana Labs solving and how is that benefiting you?** To Analyse the issue and check the previous metrics Help in RCA also . ### 32. Grafana for Monitoring **Rating:** 5.0/5.0 stars **Reviewed by:** Pradeep D. | Cloud DevOps Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 29, 2022 **What do you like best about Grafana Labs?** The monitoring is easy and simple; it easily integrates with your servers and fetches the metrics data. It has probably every data source for metrics fetching from your server **What do you dislike about Grafana Labs?** I dont think so which is dislike on grafana. it saved my life even trying so many monitoring tools. **What problems is Grafana Labs solving and how is that benefiting you?** Mainly I used Grafana for DevOps Tools monitoring and fetching data, the data source i liked the most, it have almost every data source option to fetch the metrics from required service ### 33. Honest pros and cons of grafana. **Rating:** 5.0/5.0 stars **Reviewed by:** Shrey A. | SQA, Mid-Market (51-1000 emp.) **Reviewed Date:** February 03, 2023 **What do you like best about Grafana Labs?** Logs tracking, live tails, alerts, and graphs for the alerts. Multiple dashboard setups, low-cost subscriptions, and integrations with the other apps. **What do you dislike about Grafana Labs?** Not as such user friendly Need to dig a lot for logs. Multiple layers of answers. **What problems is Grafana Labs solving and how is that benefiting you?** Low-cost subscriptions More precise log management. ### 34. Grafana dashboard **Rating:** 5.0/5.0 stars **Reviewed by:** Bidisha P. | Senior Speclialist (Vendor Master Data), Enterprise (> 1000 emp.) **Reviewed Date:** August 05, 2022 **What do you like best about Grafana Labs?** Grafana dashboard is single source of all our reports that we look at to check the current status of multiple vendors , delays, shipment arrivals, departures etc **What do you dislike about Grafana Labs?** Grafana UI sometimes lags and due to which the actual numbers do not get shown up at the report hence we need to restart the application from backend to remove the staleness which is quite discomforting at times and to do that we need to create a whole change process for the Grafana admin team. **What problems is Grafana Labs solving and how is that benefiting you?** Dashboarding for multiple reports Integrating with telegraph agents Integrating with InfluxDB to get the real time data for the reports. The real time reports help us drive the transactions much faster. ### 35. Grafana **Rating:** 4.0/5.0 stars **Reviewed by:** Moriessa J. | Customer Service Representative, Mid-Market (51-1000 emp.) **Reviewed Date:** September 11, 2022 **What do you like best about Grafana Labs?** I like that there are sections I can access for specific information such as account search, wallet history, purchase history and I can also filter the dates and even the timezone **What do you dislike about Grafana Labs?** I dislike that each section that can be accessed has to be accessed at a different window, I feel like it would be best if all these things can be accessed without opening a new tab each time **What problems is Grafana Labs solving and how is that benefiting you?** It solves many problems and different problems for different queries. I am able to review account information I need to answer my players efficiently with all the information necessary. ### 36. Grafana for monitoring system **Rating:** 4.0/5.0 stars **Reviewed by:** Vinod G. | Associate, Mid-Market (51-1000 emp.) **Reviewed Date:** March 15, 2023 **What do you like best about Grafana Labs?** The ability to see multiple data points on a single screen, with ability to setup granular alerting rules. **What do you dislike about Grafana Labs?** Alert management and tracking not upto the mark. **What problems is Grafana Labs solving and how is that benefiting you?** One stop point for looking over resources utilization for containers. ### 37. Grafana is a great tool to visualize infrastructure, network or workflow **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** October 19, 2022 **What do you like best about Grafana Labs?** Intuitive interface and dashboards. Setup and integration flexibility. Automation-friendly. Great out-of-the-box tools and features. Industry-wide adoption and support. **What do you dislike about Grafana Labs?** Deployment might be somewhat clunky. In order to use the solution efficiently, one needs experience or time to gain that experience. No unstructured data ingestion support. The rules for ingestion and aggregation can be challenging to set up and maintain. **What problems is Grafana Labs solving and how is that benefiting you?** We use Grafana to monitor the builds, underlying infrastructure, applications and services. Grafana is a part of our Software Development Lifecycle, so it means we don't need to worry about the inventory and dashboards as they're updated as the build progresses. ### 38. Grafana is awesome tool for monitoring **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** December 22, 2022 **What do you like best about Grafana Labs?** Grafana is free and open source tool. Its best for service monitoring and sensor monitoring. In grafana, we get graphs to visualize different metrics. We used it for capturing cpu, memory utilization graphs for PODs and containers. Its very easy to understand. **What do you dislike about Grafana Labs?** Grafana has limited dashboard designs. It doesn't have data visualization like Microstrategy, Power BI tools. Its mostly focused on visualization if time series. **What problems is Grafana Labs solving and how is that benefiting you?** We used Grafana for graphical visualization of metrics like disk, cpu and other service related to our container and different clusters. We can add different metrics together in this to compare graphically. ### 39. Grafana for monitoring automations **Rating:** 5.0/5.0 stars **Reviewed by:** Emerson F. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** September 27, 2022 **What do you like best about Grafana Labs?** Being able to have an almost real-time update rate of client automations helps a lot in day-to-day problem solving. **What do you dislike about Grafana Labs?** I have nothing to complain about Grafana, regarding what is delivered. **What problems is Grafana Labs solving and how is that benefiting you?** Without Grafana, it used to take us 1-2 days to discover that an automation was not being executed, and with Grafana, we can know immediately through emails and chats. ### 40. Grafana Experience **Rating:** 3.5/5.0 stars **Reviewed by:** mohnish t. | Site Reliability Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** June 14, 2022 **What do you like best about Grafana Labs?** The dashboards and their colors with segregations, best for infra monitoring like CPU, memory or disk usage which is related to performance, unlike Prometheus, this is one line ahead it's like the flow is Grafana with the usage of Promotheues works a lot better. **What do you dislike about Grafana Labs?** In Grafana we cant see data clearly even though the graphs or bar charts show those are clear, maybe a proper low light dropdown with clear UI if possible will be clear to understand and sometimes if the dashboard is heavy, it takes a lot of time to load **Recommendations to others considering Grafana Labs:** DEf useful **What problems is Grafana Labs solving and how is that benefiting you?** The systems-level and the server level capacity and performance will be benefited a lot, if there are thousands of servers its hard to track the CPU usage, memory usage or disk space for those, so grafana helps in tarcking all these once configured and we can set up alerts too which will notify us when they reach the threshold. ### 41. I was using grafana regularly for daily data tracking. **Rating:** 3.5/5.0 stars **Reviewed by:** Gulustan Y. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 17, 2023 **What do you like best about Grafana Labs?** charts are very presize and understandable **What do you dislike about Grafana Labs?** there were occasional technical glitches **What problems is Grafana Labs solving and how is that benefiting you?** i was using it for checking daily reports and data analysis ### 42. Grafana for Monitoring your Services **Rating:** 4.0/5.0 stars **Reviewed by:** Suraj B. | Senior Software Development Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2022 **What do you like best about Grafana Labs?** I like the interactive visualization features such as charts, graphs, and alerts for the web when connected to supported data sources. Also, the KPI param can be created for our custom usage and monitor the activities for prod application alerts. **What do you dislike about Grafana Labs?** Limited data type visualizations such as count, numbers and time duration. This can be improved and allow the users to add more customized dashboards for their needs. **What problems is Grafana Labs solving and how is that benefiting you?** I use Grafana to monitor my Spring application health by exposing metrics to Prometheus and then to the Grafana, Also created Kafka metrics and custom graphs for my needs. ### 43. Grafana: The Great Visualization Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Pranay J. | Senior DevOps Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** February 06, 2022 **What do you like best about Grafana Labs?** Grafana is a great tool for visualization of matrics coming from different sources like Prometheus, Loki, InfluxDB, etc. We can visualize metrics in multiple formats like graphs, logs, charts, and many others. It's an open-source tool that can be run self-host on the cloud or can be used on Grafana instances. Grafana also provides a free tier plan which is more than enough for most of the projects. **What do you dislike about Grafana Labs?** I don't think there is something to dislike about Grafana but I would recommend allowing using some major plugin integration with the free or self-hosted plans. **What problems is Grafana Labs solving and how is that benefiting you?** Logs are the basic requirement of every team working on a web application. Grafana is helping us to put the logs from multiple sources on a single dashboard. It also allows us to put monitoring and alerting mechanisms on the basis of those logs. ### 44. Grafana for Kafka Monitoring **Rating:** 3.5/5.0 stars **Reviewed by:** Kapil V. | Software Engineer - 2, Mid-Market (51-1000 emp.) **Reviewed Date:** July 03, 2022 **What do you like best about Grafana Labs?** We have used Grafana for creating the Monitoring Dashboard for the Kafka Cluster and creating alerts on different metrics. The best thing about this it provides a very rich library of visuals and we can share the dashboard across teams without any issues. **What do you dislike about Grafana Labs?** There are some configurations which cannot be applied from the web console (UI) Grafana and in some charts, we feel the need for customization but it's not there. **What problems is Grafana Labs solving and how is that benefiting you?** We are using Grafana for Monitoring and Alerts on the Kafka cluster & Shared the same dashboard with Kafka consumers as well so they can see the performance of the system. ### 45. Grafana. Indispensable Grafana **Rating:** 4.0/5.0 stars **Reviewed by:** Sergey M. | QA Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** February 22, 2022 **What do you like best about Grafana Labs?** The first and primary function of Grafana for me is the delivery of real-time metrics. Even a fast glance into its dashboards lets me estimate our product performance and conduct quick investigations. **What do you dislike about Grafana Labs?** Sometimes advantages become drawbacks. In order to edit some table or graph, I used to ask my colleagues if they could help create the SQL query. Editor mode isn't much more convenient than query mode. The improvement of this feature could make Grafana more useful for users who are not so familiar with SQL. **Recommendations to others considering Grafana Labs:** You should know precisely what do you want from Grafana. And Grafana will surely reward. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana helps me to monitor our product performance. We can easily find any Prod operations incidents. Early and in-time Grafana alerts let us minimize our losses. ### 46. Super easy to maneuver,easy to run reports. **Rating:** 5.0/5.0 stars **Reviewed by:** Tanicia J. | Customer service rep, Small-Business (50 or fewer emp.) **Reviewed Date:** September 12, 2022 **What do you like best about Grafana Labs?** Locating redemptions and payments are very easy **What do you dislike about Grafana Labs?** Takes a little while to load if searching for over 30 days **What problems is Grafana Labs solving and how is that benefiting you?** Payments issuues. Redemption queries. ### 47. Fast connectivity with excellent data monitoring charts **Rating:** 5.0/5.0 stars **Reviewed by:** Ricardo O. | RPA Developer Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 06, 2022 **What do you like best about Grafana Labs?** Open source, easy to plug with many data sources to see metrics and results with a good appeareance. **What do you dislike about Grafana Labs?** Some settings in my opinion are hidden, because of this you could forgot to use a resource. **What problems is Grafana Labs solving and how is that benefiting you?** Mainly in case to report erros and act so fast to solve this. ### 48. Best Open Source Monitoring Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.) **Reviewed Date:** July 31, 2022 **What do you like best about Grafana Labs?** Grafana has the best interface where the users can easily check the dashboards, data sources all at one place. **What do you dislike about Grafana Labs?** The main thing would be the issue with alert triggers and limited functionality on dashboards. **What problems is Grafana Labs solving and how is that benefiting you?** Grafana is helping my team to identify jenkins instances that is having issues and to analyse the build issue with the dashboard. Also it helps us to understand the node observability for the k8s clusters. ### 49. Grafana Review **Rating:** 4.5/5.0 stars **Reviewed by:** Chirag J. | Investigations Manager, Enterprise (> 1000 emp.) **Reviewed Date:** October 28, 2022 **What do you like best about Grafana Labs?** Presentation of data in form of visualization **What do you dislike about Grafana Labs?** Limited option to create graphs, less custom option **What problems is Grafana Labs solving and how is that benefiting you?** Application error monitoring alert ### 50. Monitoring Visualization **Rating:** 4.5/5.0 stars **Reviewed by:** Zobia K. | Jr. Devops Engineer , Small-Business (50 or fewer emp.) **Reviewed Date:** November 17, 2021 **What do you like best about Grafana Labs?** There are lots of things that should be mentioned it was the best visualization tool Its is easy to set up and handle its supports lots of data sources to perform better visualization also publish dashboard Alert notification are also provide which send you notification in many different media like slack email telegram **What do you dislike about Grafana Labs?** The problem i personally faced is that its doesnot create alerts on builtin dashboards or use the variable we need to create seperate panel to create alert in dashboard we use from grafana labs. For grafana lab which is bit expensive and **Recommendations to others considering Grafana Labs:** If you are wishing for exceptional monitoring tool and not to shift many times according to your needs, then you must go with grafana to monitor your machine endpoints or access your logs publish your dashboard easily create users and their roles **What problems is Grafana Labs solving and how is that benefiting you?** As a part of my job as a DevOps engineer monitoring is an essential part that is now easy and interesting using attractive dashboards and panels and supporting lots of data sources, including AWS Kubernetes Jenkins Prometheus, etc we can create user and roles and give them permissions too. its also provides alerts notification with a seperate page in it ## Grafana Labs Discussions - [.](https://www.g2.com/discussions/grafana) - 1 comment, 1 upvote - [View Grafana Labs pricing details and edition comparison](https://www.g2.com/products/grafana-labs/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-08-07+11%3A38%3A52+-0500&secure%5Bsession_id%5D=0cc33009-16c9-437e-97ca-6bdbf0ce6c3e&secure%5Btoken%5D=bd08448c9d5268ab431dab23cd5e57cd07770d69ddaf2699905d0bc9acb1279a&format=llm_user) ## Grafana Labs Integrations - [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) - [AWS CloudTrail](https://www.g2.com/products/aws-cloudtrail/reviews) - [AWS Personal Health Dashboard](https://www.g2.com/products/aws-personal-health-dashboard/reviews) - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) - [Elastic Stack](https://www.g2.com/products/elastic-stack/reviews) - [Git](https://www.g2.com/products/git/reviews) - [Google Cloud Interconnect](https://www.g2.com/products/google-cloud-interconnect/reviews) - [Google Cloud Monitoring](https://www.g2.com/products/google-cloud-monitoring/reviews) - [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) - [Kubernetes](https://www.g2.com/products/kubernetes/reviews) - [MariaDB](https://www.g2.com/products/mariadb/reviews) - [NetBox](https://www.g2.com/products/netbox-labs-netbox/reviews) - [OpenTelemetry](https://www.g2.com/products/opentelemetry/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Prometheus](https://www.g2.com/products/prometheus/reviews) - [RabbitMQ](https://www.g2.com/products/rabbitmq/reviews) - [Redis Software](https://www.g2.com/products/redis-software/reviews) - [ServiceNow IT Service Management](https://www.g2.com/products/servicenow-it-service-management/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [Zabbix](https://www.g2.com/products/zabbix/reviews) ## Grafana Labs Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Additional Functionality** - Specialized or Emerging Capabilities - Distinct AI Functionality - Niche Application **Functionality** - Monitoring - Alerting - Logging - Response Time - Reporting - Data Visualization - Performance Monitoring - Real-Time Monitoring - Server Monitoring - Real-Time Reporting - Uptime Reporting **Monitoring** - Usage Monitoring - Database Monitoring - API Monitoring - Real-Time Monitoring - Cloud Infrastructure Monitoring - Security and Compliance Monitoring **Monitoring** - Constant Monitoring - Timely Alerts - TIcket Accuracy - AI Monitoring **Visibility** - Dashboards and Visualizations - Alerts and Notifications - Reporting **Monitoring** - Performance Baselines - Performance Analysis - Transaction Monitoring - AI/ML Assistance - Multi-System Monitoring - Generative AI - Container Monitoring **Alerts management** - Multi-mode alerts - Opimization alerts - Incident alerts **Generative AI** - AI Text Generation **Telemetry Collection & Ingestion - Observability** - Multi-Telemetry Ingestion - OpenTelemetry Support **Agentic AI - AWS Marketplace** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration **Agentic AI - Observability Software** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - AI/Machine Learning - Third-Party Integrations **Administration** - Activity Monitoring - Multi-Cloud Management - Automation - Auto-Scaling & Resource Optimization **Management Tools** - Ticket Assignment - Standardization - Lifecycle Visualization **Monitoring and Management** - Automation - Performance Baseline - Real-Time Monitoring **Response** - Dashboards and Visualization - Incident Alerting - Root Cause Analysis (RCA) - Trend Analysis **Monitoring** - Resource utilization - Real-time monitoring - Performance baseline - API monitoring **Visualization & Dashboards - Observability** - Service Dependency Mapping - Unified Dashboard - Trace Visualization - Activity Dashboard **Agentic AI - IT Alerting** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Database Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations - Capacity Planning **Additional Functionality** - Resource Management - Anomaly Detection - Visual Analytics - Remote Monitoring & Management - Secure Data Storage - Dashboard - Generative AI - Configuration Management - API - User Management - Capacity Management - Diagnostic Tools - Dependency Tracking - Troubleshooting - Reporting & Statistics - Reporting/Analytics - Predictive Analytics - Audit Management - Real-Time Notifications - Application Management - Data Storage Management - Application-Level Analysis - Multitenancy - Query Analysis - Performance Management - Access Controls/Permissions - Compliance Management - Historical Trend Analysis - Alerts/Notifications - Summary Reports - AI Copilot - Event Logs - Dashboard Creation - Automated Discovery - Prioritization - Issue Tracking - Activity Dashboard - Performance Metrics - Resource Optimization - Real-Time Analytics - Status Tracking **Automation** - Resolution automation - Automation **Analysis** - Reporting - Dashboards and Visualizations - Spend Forecasting and Optimization **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Correlation & Root Cause Analysis - Observability** - Cross-Telemetry Correlation - Root Cause Detection - Intelligent Alerting **Agentic AI - Application Performance Monitoring (APM)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - Third-Party Integrations **Agentic AI - Log Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Analysis** - Search - Reporting - Visualization - Track trends **Scalability & Ecosystem Integration - Observability** - Kubernetes Monitoring - Hybrid/Multi-Cloud Support - Real-Time Monitoring - Network Monitoring - Container Monitoring - Activity Monitoring **Agentic AI - Incident Management** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations - Multi-Language **Agentic AI - Cloud Infrastructure Monitoring** - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Additional Functionality** - Alerts/Notifications - Forms Management - Safety Incident Management - Compliance Management - OSHA Compliance - Task Management - Single Sign On - AI Copilot - Disaster Recovery - Document Management - API - Multi-Channel Communication - Customizable Templates - Real-Time Reporting - Corrective and Preventive Actions (CAPA) - Activity Dashboard - Issue Management - Communications Management - Audit Trail - IT Incident Management - Audit Management - Event Logs - Risk Analysis - Workflow Management - Risk Assessment - Incident Reporting - Self Service Portal - Customizable Reports - Ticket Management - Service Level Agreement (SLA) Management - Reminders - On Call Scheduling - Investigation Management - Maintenance Scheduling - Status Tracking **Issue Resolution** - Root cause identification - Resolution guidance - Proactive identification **AI Features - Observability** - Predictive Insights - Generative AI - AI Anomaly Detection **AI Automation - Cloud Infrastructure Monitoring** - AI-Powered Anomaly Detection - AI-Driven Insight Recommendations **Additional Functionality** - Vulnerability Management - Load Balancing - Asset Discovery - AI Copilot - Real-Time Data - Incident Reporting - Real-Time Analytics - Threat Response - Threat Intelligence - Performance Metrics - Alerts/Notifications - Compliance Management - Workflow Management - Configuration Management - Issue Tracking - Reporting & Statistics - Log Management - Troubleshooting - Incident Management - Root Cause Analysis - Prioritization - Key Performance Indicators **Performance** - Real User Monitoring (RUM) - Performance Metrics **Functionality** - Database Monitoring - Dynamic Transaction Mapping - Load Balancing - Cloud Observability **Additional Functionality** - Real-Time Data - Email Alerts - Bottleneck Identification - API - Uptime Reporting - Resource Management - Dashboard Creation - Data Import/Export - Baseline Manager - Issue Tracking - Drag & Drop - Reporting/Analytics - Alerts/Notifications - Prioritization - Collaboration Tools - Real-Time Reporting - Application Management - SSL Security - Incident Management - Access Controls/Permissions - Status Tracking - Audit Management - Customizable Reports - Diagnostic Tools - Single Sign On - Workflow Management - AI Copilot - Activity Tracking - Event Logs ## Top Grafana Labs Alternatives - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) - 4.5/5.0 (1,234 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) - 4.4/5.0 (715 reviews) - [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) - 4.4/5.0 (469 reviews)