Software Alternatives, Accelerators & Startups

OpenTracing VS Cortex Project

Compare OpenTracing VS Cortex Project and see what are their differences

OpenTracing logo OpenTracing

Consistent, expressive, vendor-neutral APIs for distributed tracing and context propagation.

Cortex Project logo Cortex Project

Horizontally scalable, highly available, multi-tenant, long term Prometheus.
  • OpenTracing Landing page
    Landing page //
    2022-03-27
  • Cortex Project Landing page
    Landing page //
    2023-01-04

OpenTracing features and specs

  • Vendor Agnosticism
    OpenTracing provides a standardized API that abstracts away the underlying tracing implementation, allowing users to switch between different tracing vendors or tools without significant changes to their code.
  • Interoperability
    By using a consistent API across various services, OpenTracing enables better interoperability and easier integration between different components of a distributed system.
  • Ease of Use
    With its well-documented interfaces, OpenTracing simplifies the initial setup and use of distributed tracing in applications, making it more accessible to developers.
  • Context Propagation
    OpenTracing provides flexible and efficient context propagation mechanisms that help in tracking requests as they travel through different services in a distributed system.

Possible disadvantages of OpenTracing

  • Limited Feature Set
    OpenTracing focuses on providing a minimalistic API, which might lack advanced features offered by some proprietary tracing solutions.
  • Steep Learning Curve for Beginners
    For developers who are new to distributed tracing, understanding the concepts and effectively utilizing OpenTracing can be initially challenging without prior knowledge.
  • Dependency Overhead
    Integrating OpenTracing into an application introduces additional dependencies, which can increase the complexity of the application stack.
  • System Overhead
    Although it aims to minimize performance impact, using OpenTracing can still add some overhead to the system, especially if not configured correctly.

Cortex Project features and specs

No features have been listed yet.

OpenTracing videos

OpenTelemetry: Overview & Backwards Compatibility of OpenTracing + OpenCensus - Steve Flanders

Cortex Project videos

No Cortex Project videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to OpenTracing and Cortex Project)
Monitoring Tools
67 67%
33% 33
Cloud
100 100%
0% 0
Databases
0 0%
100% 100
Dev Ops
56 56%
44% 44

User comments

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Social recommendations and mentions

Based on our record, OpenTracing should be more popular than Cortex Project. It has been mentiond 28 times since March 2021. 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.

OpenTracing mentions (28)

  • OpenTelemetry Metrics meets Azure
    OpenTelemetry is easy to use. I already have experience with metrics and OpenTracing. I am also a bit biased because I really like the concept of metrics. Do you find it easy to use? Please leave a comment below. I really want to know your opinion. - Source: dev.to / 10 months ago
  • OpenTelemetry Journey #01 - Important concepts
    First of all, let's start with the basics. There are some important concepts to be clarified before we dive into the OpenTelemetry world. The vast majority of the naming conventions and concepts are from projects and papers that inspired OpenTelemetry, such as OpenTracing, OpenCensus and Dapper. - Source: dev.to / about 1 year ago
  • OpenTelemetry Journey #00 - Introduction to OpenTelemetry
    OpenTelemetry it's a result from the merge of two important projects that are now archived: OpenTracing and OpenCensus. The project is incubated in Cloud Native Computing Foundation (CNCF) and has a strong community behind it. The CNCF is part of the Linux Foundation and hosts critical components of the global technology infrastructure, including Kubernetes and Prometheus. Currently, OpenTelemetry is the second... - Source: dev.to / about 1 year ago
  • Fault Tolerance in Distributed Systems: Strategies and Case Studies
    However, ensuring fault tolerance in distributed systems is not at all easy. These systems are complex, with multiple nodes or components working together. A failure in one node can cascade across the system if not addressed timely. Moreover, the inherently distributed nature of these systems can make it challenging to pinpoint the exact location and cause of fault - that is why modern systems rely heavily on... - Source: dev.to / over 1 year ago
  • Distributed Tracing with OpenTelemetry - Part I
    OpenTelemetry was born from the merger of two other standards that decided to unify forces instead of competing with each other; these projects were OpenTracing and OpenCensus. - Source: dev.to / over 2 years ago
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Cortex Project mentions (6)

  • Top 10 Prometheus Alternatives in 2024 [Includes Open-Source]
    Cortex is a horizontally scalable, highly available, multi-tenant prometheus alternative. - Source: dev.to / 7 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
  • Self hosted log paraer
    Now if its more metric data you are using and want to do APM, prometheus is your man https://prometheus.io/, want to make prometheus your full time job? Deploy cortex https://cortexmetrics.io/, honorable mention in the metrics space, Zabbix, https://www.zabbix.com/ I've seen use cases of zabbix going way beyond its intended use its a fantastic tool. Source: almost 2 years ago
  • Is anyone frustrated with anything about Prometheus?
    Yes, but also no. The Prometheus ecosystem already has two FOSS time-series databases that are complementary to Prometheus itself. Thanos and Mimir. Not to mention M3db, developed at Uber, and Cortex, then ancestor of Mimir. There's a bunch of others I won't mention as it would take too long. Source: almost 2 years ago
  • Centralized solution for Prometheus?
    You can use the Remote write feature to send to a centralized location. It would have to be scalable like Cortex https://cortexmetrics.io/. Source: about 2 years ago
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What are some alternatives?

When comparing OpenTracing and Cortex Project, you can also consider the following products

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

Thanos.io - Open source, highly available Prometheus setup with long term storage capabilities.

Open Telemetry - An observability framework for cloud-native software.

OpenCensus - Application and Data, Monitoring, and Monitoring Tools

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

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