Software Alternatives, Accelerators & Startups

VictoriaMetrics VS Apache SkyWalking

Compare VictoriaMetrics VS Apache SkyWalking and see what are their differences

VictoriaMetrics logo VictoriaMetrics

Fast, easy-to-use, and cost-effective time series database

Apache SkyWalking logo Apache SkyWalking

Apache SkyWalking is an open-source application performance monitoring solution that provides tracking, metrics analysis, service mesh observability, alarm, and visualization.
  • VictoriaMetrics Landing page
    Landing page //
    2022-08-08

VictoriaMetrics is a fast and scalable open source time series database and monitoring solution. It's designed to be user-friendly, allowing users to build a monitoring platform without scalability issues and with minimal operational burden. VictoriaMetrics is ideal for solving use cases with large amounts of time series data for IT infrastructure, APM, Kubernetes, IoT sensors, automotive vehicles, industrial telemetry, financial data, and other enterprise-level workloads. VictoriaMetrics is powered by several components, making it the perfect solution for collecting metrics (both push and pull models), running queries, and generating alerts. With VictoriaMetrics, you can store millions of data points per second on a single instance or scale to a high-load monitoring system across multiple data centers. Plus, it's designed to store 10x more data using the same compute and storage resources as existing solutions, making it a highly efficient choice. VictoriaMetrics boasts: Highest Ingestion Rate Fastest Query Performance Smallest Disk Storage Size Lowest Memory Usage Long-term Storage for Metrics Highly Scalable, Cloud Readiness Simple Set-up & Operation

  • Apache SkyWalking Landing page
    Landing page //
    2023-05-21

VictoriaMetrics

$ Details
Startup details
Country
United States
State
California
Founder(s)
Aliaksandr Valialkin, Dzmitry (Dima) Lazerka, Roman Khavronenko, Artem Navoiev
Employees
20 - 49

VictoriaMetrics features and specs

  • High Performance
    VictoriaMetrics is designed to handle large-scale loads efficiently, providing high performance for both data ingestion and query execution.
  • Scalability
    It supports horizontal scalability, making it suitable for growing workloads in distributed environments.
  • Cost-effective
    Optimized for low CPU and RAM usage, which helps in reducing overall infrastructure costs.
  • Compatibility
    Compatible with Prometheus, Grafana, and other tools in the Prometheus ecosystem, facilitating easy integration.
  • Multi-tenant Support
    Supports multi-tenancy, allowing multiple tenants to use the same setup without interference.
  • Single Node and Cluster Modes
    Offers flexibility to deploy in both single-node and cluster modes, adapting to various needs and scales.

Possible disadvantages of VictoriaMetrics

  • Learning Curve
    New users may encounter a steep learning curve, especially when transitioning from other time series databases.
  • Limited Ecosystem
    Although compatible with Prometheus, it has a smaller ecosystem and community support compared to more established solutions.
  • Feature Limitations
    Lacks some advanced features found in other time series databases, which might be a constraint for specific use cases.
  • Troubleshooting
    Users might find it challenging to troubleshoot and fine-tune performance without extensive documentation or community support.
  • Less Frequent Updates
    Compared to more mature projects, it might receive updates and new features less frequently.

Apache SkyWalking features and specs

  • Comprehensive Observability
    Apache SkyWalking provides end-to-end observability of distributed systems including service, process, and container metrics, as well as logs and events, enabling holistic monitoring and performance optimization.
  • Distributed Tracing
    SkyWalking offers robust distributed tracing capabilities that allow users to trace requests end-to-end across various services and platforms, aiding in root cause analysis and performance monitoring.
  • Open Source
    Being an open-source project under the Apache umbrella, SkyWalking benefits from community contributions, regular updates, and improvements, offering transparency and flexibility.
  • Wide Protocol Support
    SkyWalking supports a wide range of protocols and platforms, such as HTTP, gRPC, Dubbo, and supports multiple languages including Java, .NET, Python, and more, making it versatile across different tech stacks.
  • Dashboarding and Visualization
    The platform provides powerful dashboards and visualization tools, allowing users to easily interpret data, create custom dashboards, and derive insights from visual metrics.

Possible disadvantages of Apache SkyWalking

  • Complex Setup
    Setting up and configuring SkyWalking can be complex, especially for organizations unfamiliar with distributed observability tools, potentially requiring significant time and expertise.
  • Scalability Challenges
    While SkyWalking is designed for distributed systems, scaling its deployment for very large environments might present challenges, necessitating careful architectural planning.
  • Resource Intensive
    SkyWalking can be resource-intensive, as it collects a large amount of telemetry data, which might lead to high overhead on system resources like CPU and memory.
  • Learning Curve
    Due to its comprehensive feature set and various configurations, there can be a steep learning curve associated with effectively utilizing SkyWalking, particularly for new users.
  • Limited UI Customization
    The user interface, while functional, offers limited customization options compared to some commercial observability solutions, which might be a limitation for users needing highly tailored dashboards.

VictoriaMetrics videos

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Apache SkyWalking videos

Chapter04 Session10 - Apache Skywalking by Sheng Wu

More videos:

  • Review - Apache SkyWalking | Top 42 Alternatives of Apache SkyWalking
  • Review - Observability in Service Mesh Powered by Envoy and Apache SkyWalking - Sheng Wu & Lizan Zhou

Category Popularity

0-100% (relative to VictoriaMetrics and Apache SkyWalking)
Monitoring Tools
47 47%
53% 53
Databases
100 100%
0% 0
Log Management
24 24%
76% 76
Time Series Database
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare VictoriaMetrics and Apache SkyWalking

VictoriaMetrics Reviews

Top 11 Grafana Alternatives & Competitors [2024]
VictoriaMetrics can be an alternative to Grafana Mimir which is focused on long-term storage of Prometheus. The same company has also launched VictoriaLogs which can be a good alternative to Grafana Loki.
Source: signoz.io

Apache SkyWalking Reviews

We have no reviews of Apache SkyWalking yet.
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Social recommendations and mentions

VictoriaMetrics might be a bit more popular than Apache SkyWalking. We know about 19 links to it since March 2021 and only 18 links to Apache SkyWalking. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

VictoriaMetrics mentions (19)

  • 14 Monitoring Tools for Full-Stack Developers
    VictoriaMetrics is a monitoring tool and time series database. It is open-source and has a managed version. - Source: dev.to / 9 months ago
  • Scaling Prometheus with Thanos
    There are many Projects like Thanos, M3, Cortex, and Victoriametrics. But Thanos is the most popular among these. Thanos addresses these issues with Prometheus and is the ideal solution for scaling Prometheus in environments with extensive metrics or multiple clusters where we require a global view of historical metrics. In this blog, we will explore the components of Thanos and will try to simplify its... - Source: dev.to / 10 months ago
  • All you need is Wide Events, not "Metrics, Logs and Traces"
    Https://victoriametrics.com/ would definitely recommend anyone having performance issues with Prometheus to give VictoriaMetrics a try. - Source: Hacker News / over 1 year ago
  • Top 11 Grafana Alternatives in 2023
    VictoriaMetrics is primarily a time-series database designed for efficiently storing and querying time-series data. It is often used as a back-end data store for time-series data generated by monitoring systems like Prometheus. VictoriaMetrics excels at handling large volumes of time-series data, offering efficient storage and query capabilities. - Source: dev.to / over 1 year ago
  • InfluxDB CTO: Why We Moved from Go to Rust
    Not sure I follow since there are very competitive tools written in Go such as https://victoriametrics.com for an example in this space. - Source: Hacker News / over 1 year ago
View more

Apache SkyWalking mentions (18)

  • I gave up on self-hosted Sentry
    A good APM tool I’ve been using for a few years is Apache Skywalking: https://skywalking.apache.org/ It might not do everything Sentry does but it definitely has helped with tracking down some issues, even production ones and runs in a fairly manageable setup (in comparison to how long even the Sentry self-hosted Docker Compose file is). What’s more, if you want, you can even use regular PostgreSQL as the backing... - Source: Hacker News / about 1 month ago
  • OpenTelemetry Tracing in < 200 lines of code
    > I maintain that any platform that isn’t using some sort of tracing system is practically negligent in their engineering duty. For some, it's difficult because many of the self-hostable out there are rather complex and have high requirements, like https://github.com/getsentry/self-hosted/blob/master/docker-compose.yml but it's not exactly ideal either. I wonder what other good options are out there, something... - Source: Hacker News / 9 months ago
  • 14 Monitoring Tools for Full-Stack Developers
    Apache SkyWalking is an open-source APM tool meant for distributed systems. It has support for distributed tracing, agents in multiple languages, and support for an eBPF agent. - Source: dev.to / 9 months ago
  • Release Radar · May 2024 Edition: Major updates from the open source community
    Are you working on microservices, cloud native, and container-based architectures? Then you need to check out Apache Skywalking. It's an Application Performance Monitoring (APM) system, that provides monitoring, tracing, and diagnosing capabilities for distributed systems in Cloud Native architectures. This latest update has hundreds of changes including support for Java 21 runtime, new functions and parameters,... - Source: dev.to / 12 months ago
  • Enhancing API Observability Series (Part 3): Tracing
    When choosing distributed tracing tools, considerations include your technology stack, business requirements, and monitoring complexity. Zipkin, SkyWalking, and OpenTelemetry are popular distributed tracing solutions, each with its unique features. - Source: dev.to / about 1 year ago
View more

What are some alternatives?

When comparing VictoriaMetrics and Apache SkyWalking, you can also consider the following products

Prometheus - An open-source systems monitoring and alerting toolkit.

Grafana - Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases

InfluxData - Scalable datastore for metrics, events, and real-time analytics.

SigNoz - Open source alternative to Datadog

TimescaleDB - TimescaleDB is a time-series SQL database providing fast analytics, scalability, with automated data management on a proven storage engine.

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.