Grafana Loki vs Logstash comparison

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Grafana Labs Logo
3,362 views|2,958 comparisons
91% willing to recommend
Elastic Logo
291 views|274 comparisons
100% willing to recommend
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Executive Summary

We performed a comparison between Grafana Loki and Logstash based on real PeerSpot user reviews.

Find out what your peers are saying about Splunk, Wazuh, Datadog and others in Log Management.
To learn more, read our detailed Log Management Report (Updated: April 2024).
770,141 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The best feature of Grafana Loki is that it integrates well with our other tool.""The tool can be used in multi-cluster environments.""The log collection feature is good and the solution is easily understandable. v""The most valuable feature of the solution is the tool's GUI. The solution's GUI is very user-friendly.""I appreciate the capability to process logs from microservices and seamlessly integrate them into Grafana.""The most valuable features of the solution stem from the fact that it is an open-source tool that is stable and flexible.""We are using Grafana Loki as a database for real-time metrics.""Loki also utilizes the same service discovery mechanism as used by Prometheus. So, whatever labeled metadata you see in Prometheus, you have the exact same metadata in the Loki system. Given this level of intricacy and the attempt to address these challenges, I firmly believe that Loki deserves praise for the work."

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"I can collect logs from various data sources, including hardware."

More Logstash Pros →

Cons
"The correlation of requests is not simple in Grafana Loki and can be improved.""We had a well-structured dashboard with a functional query. However, an issue arose when the Kubernetes pod restarted. The statistics from our Grafana query would reset, dropping to zero and starting anew. This was particularly noticeable with linear graphs, which are expected to show consistent growth.""The Docker container partition feature needs improvement as they do not reuse the space and goes into a pending state.""We encountered certain limitations when it came to alerting, particularly when dealing with specific data sources.""Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other open-source visualization tools like Chronograf.""The solution has shortcomings regarding security monitoring-oriented features that need improvement.""In Grafana Loki, the creation of metrics is not so easy, making it an area that could be made easier.""Enhancing speed could be a game-changer, and while it might vary depending on the application, it's a factor worth exploring."

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"The product needs to improve its compatibility."

More Logstash Cons →

Pricing and Cost Advice
  • "You can use the free version of Grafana Loki on-premises."
  • "My company doesn't need to pay for the licensing cost of the solution."
  • "We use a free version."
  • "The pricing structure varies based on the number of users; there might be specific taxes to pay for it."
  • "The solution is open source."
  • "I use the solution's open-source version. Grafana Loki is a completely free solution for me."
  • "I use the open-source version of the product."
  • "Grafana Loki is a free, open-source solution."
  • More Grafana Loki Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:We are using Grafana Loki as a database for real-time metrics.
    Top Answer:Since we are using the open-source version of Grafana Loki, we are not paying anything for the solution.
    Top Answer:There are a few features in the solution's enterprise version that are not given in the normal basic version. Visualization-wise, Grafana Loki's dashboard looks a little outdated compared to other… more »
    Top Answer:I can collect logs from various data sources, including hardware.
    Top Answer:The product needs to improve its compatibility.
    Top Answer:I use Logstash primarily for connecting logs from hardware. This is the main use case. The second use case involves making correlations between logs from various sources.
    Ranking
    13th
    out of 95 in Log Management
    Views
    3,362
    Comparisons
    2,958
    Reviews
    12
    Average Words per Review
    518
    Rating
    8.1
    35th
    out of 95 in Log Management
    Views
    291
    Comparisons
    274
    Reviews
    1
    Average Words per Review
    214
    Rating
    10.0
    Comparisons
    Learn More
    Elastic
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    Overview

    Grafana Loki is a powerful log aggregation and analysis tool designed for cloud-native environments. Its primary use case is to collect, store, and search logs efficiently, enabling organizations to gain valuable insights from their log data.

    The most valuable functionality of Loki is its ability to scale horizontally, making it suitable for high-volume log data. It achieves this by utilizing a unique indexing approach called "Promtail," which efficiently indexes logs and allows for fast searching and filtering. Loki also supports log streaming in real-time, ensuring that organizations can monitor and analyze logs as they are generated.

    By centralizing logs in a single location, Loki simplifies log management and troubleshooting processes. It provides a unified view of logs from various sources, making it easier to identify and resolve issues quickly. With its powerful query language, organizations can extract meaningful information from logs, enabling them to gain insights into system performance, identify anomalies, and detect potential security threats.

    Loki's integration with Grafana, a popular open-source visualization tool, allows users to create rich dashboards and visualizations based on log data. This combination enhances the observability of systems and applications, enabling organizations to make data-driven decisions and improve overall operational efficiency.

    Logstash is a free and open server-side data processing pipeline that ingests data from a multitude of sources, transforms it, and then sends it to your favorite "stash."

    Logstash dynamically ingests, transforms, and ships your data regardless of format or complexity. Derive structure from unstructured data with grok, decipher geo coordinates from IP addresses, anonymize or exclude sensitive fields, and ease overall processing.

    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company20%
    Manufacturing Company11%
    Comms Service Provider9%
    Financial Services Firm7%
    VISITORS READING REVIEWS
    Computer Software Company18%
    Financial Services Firm16%
    Government12%
    Media Company12%
    Company Size
    REVIEWERS
    Small Business25%
    Midsize Enterprise58%
    Large Enterprise17%
    VISITORS READING REVIEWS
    Small Business31%
    Midsize Enterprise18%
    Large Enterprise51%
    VISITORS READING REVIEWS
    Small Business35%
    Midsize Enterprise16%
    Large Enterprise49%
    Buyer's Guide
    Log Management
    April 2024
    Find out what your peers are saying about Splunk, Wazuh, Datadog and others in Log Management. Updated: April 2024.
    770,141 professionals have used our research since 2012.

    Grafana Loki is ranked 13th in Log Management with 12 reviews while Logstash is ranked 35th in Log Management with 1 review. Grafana Loki is rated 8.0, while Logstash is rated 10.0. The top reviewer of Grafana Loki writes "Effective for Logging, recovery from node failures is fast and single UI supports metrics, logs, and even tracing". On the other hand, the top reviewer of Logstash writes "Helps to collect logs from various data sources, including hardware". Grafana Loki is most compared with Graylog, Wazuh, syslog-ng and Splunk Enterprise Security, whereas Logstash is most compared with syslog-ng and Cribl Stream.

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    We monitor all Log Management reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.