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Cortex Alternatives
Similar projects and alternatives to cortex
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Home Assistant
:house_with_garden: Open source home automation that puts local control and privacy first.
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Grafana
The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
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signoz
SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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Telegraf
Agent for collecting, processing, aggregating, and writing metrics, logs, and other arbitrary data.
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TimescaleDB
A time-series database for high-performance real-time analytics packaged as a Postgres extension
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thanos
Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.
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Zabbix
Real-time monitoring of IT components and services, such as networks, servers, VMs, applications and the cloud.
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mimir
Grafana Mimir provides horizontally scalable, highly available, multi-tenant, long-term storage for Prometheus.
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m3
M3 monorepo - Distributed TSDB, Aggregator and Query Engine, Prometheus Sidecar, Graphite Compatible, Metrics Platform
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
cortex discussion
cortex reviews and mentions
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Your Essential Toolkit for DevOps & SRE: Mastering Monitoring and Logging
Official Product Page: Cortex Metrics
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Top 10 Prometheus Alternatives in 2024 [Includes Open-Source]
Cortex is a horizontally scalable, highly available, multi-tenant prometheus alternative.
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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 architecture by building it step by step, starting with the main components. We will also have a demo using k6-metrics. Before diving into Thanos, I recommend reading our blog on Prometheus Monitoring with Prometheus if you are not already familiar with Prometheus.
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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
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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.
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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/
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Where to store high-cardinality metrics?
Cortex is not really good for high-cardinality metrics (if you are talking about https://github.com/cortexproject/cortex)
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Building a distributed lab with an observability stack
For a homelab I think prometheus + grafana is easy to get started and scales well. There are lots of ways to set up the architecture. Prometheus can write to a directory on a filesystem, it can be set to write to a remote server, and there are other projects to integrate object storage (s3, minio, etc) or influxdb for long term storage and downsampling.
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Prometheus federation or Thanos?
Cortex (it is renamed to Mimir recently).
- Building my first Monitoring stack - Security concerns
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A note from our sponsor - Stream
getstream.io | 8 Jul 2025
Stats
cortexproject/cortex is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of cortex is Go.