Software Alternatives, Accelerators & Startups

Apache Druid VS Okteto

Compare Apache Druid VS Okteto and see what are their differences

Apache Druid logo Apache Druid

Fast column-oriented distributed data store

Okteto logo Okteto

Development platform for Kubernetes applications.
  • Apache Druid Landing page
    Landing page //
    2023-10-07
  • Okteto Landing page
    Landing page //
    2023-02-14

Apache Druid videos

An introduction to Apache Druid

More videos:

  • Review - Building a Real-Time Analytics Stack with Apache Kafka and Apache Druid

Okteto videos

Okteto Walk Through

More videos:

  • Review - Cloud Native Development | Ramiro Berrelleza, Founder of Okteto & Sangam Biradar | OSCON 2020

Category Popularity

0-100% (relative to Apache Druid and Okteto)
Databases
100 100%
0% 0
Developer Tools
0 0%
100% 100
Big Data
100 100%
0% 0
DevOps Tools
0 0%
100% 100

User comments

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Reviews

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

Apache Druid Reviews

Rockset, ClickHouse, Apache Druid, or Apache Pinot? Which is the best database for customer-facing analytics?
“When you're dealing with highly concurrent environments, you really need an architecture that’s designed for that CPU efficiency to get the most performance out of the smallest hardware footprint—which is another reason why folks like to use Apache Druid,” says David Wang, VP of Product and Corporate Marketing at Imply. (Imply offers Druid as a service.)
Source: embeddable.com
Apache Druid vs. Time-Series Databases
Druid is a real-time analytics database that not only incorporates architecture designs from TSDBs such as time-based partitioning and fast aggregation, but also includes ideas from search systems and data warehouses, making it a great fit for all types of event-driven data. Druid is fundamentally an OLAP engine at heart, albeit one designed for more modern, event-driven...
Source: imply.io

Okteto Reviews

Top 10 Ephemeral Environments Solutions in 2024
Okteto emphasizes ease of use within ephemeral environments, simplifying deployment and management processes. Its user-friendly interface and scalability options cater to diverse development teams. Okteto's ability to provide real-time development environments that mirror production allows for quick iterations and faster feedback loops for developers.
Source: www.qovery.com

Social recommendations and mentions

Based on our record, Okteto should be more popular than Apache Druid. It has been mentiond 17 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.

Apache Druid mentions (9)

  • How to choose the right type of database
    Apache Druid: Focused on real-time analytics and interactive queries on large datasets. Druid is well-suited for high-performance applications in user-facing analytics, network monitoring, and business intelligence. - Source: dev.to / 3 months ago
  • Choosing Between a Streaming Database and a Stream Processing Framework in Python
    Online analytical processing (OLAP) databases like Apache Druid, Apache Pinot, and ClickHouse shine in addressing user-initiated analytical queries. You might write a query to analyze historical data to find the most-clicked products over the past month efficiently using OLAP databases. When contrasting with streaming databases, they may not be optimized for incremental computation, leading to challenges in... - Source: dev.to / 4 months ago
  • Analysing Github Stars - Extracting and analyzing data from Github using Apache NiFi®, Apache Kafka® and Apache Druid®
    Spencer Kimball (now CEO at CockroachDB) wrote an interesting article on this topic in 2021 where they created spencerkimball/stargazers based on a Python script. So I started thinking: could I create a data pipeline using Nifi and Kafka (two OSS tools often used with Druid) to get the API data into Druid - and then use SQL to do the analytics? The answer was yes! And I have documented the outcome below. Here’s... - Source: dev.to / over 1 year ago
  • Apache Druid® - an enterprise architect's overview
    Apache Druid is part of the modern data architecture. It uses a special data format designed for analytical workloads, using extreme parallelisation to get data in and get data out. A shared-nothing, microservices architecture helps you to build highly-available, extreme scale analytics features into your applications. - Source: dev.to / over 1 year ago
  • Druids by Datadog
    Datadog's product is a bit too close to Apache Druid to have named their design system so similarly. From https://druid.apache.org/ : > Druid unlocks new types of queries and workflows for clickstream, APM, supply chain, network telemetry, digital marketing, risk/fraud, and many other types of data. Druid is purpose built for rapid, ad-hoc queries on both real-time and historical data. - Source: Hacker News / over 1 year ago
View more

Okteto mentions (17)

  • Noob question: How do you setup your local dev environment?
    Check also devspace.sh and okteto.com. Source: about 1 year ago
  • Local development set up for microservices with Kubernetes - Skaffold
    There are dedicated tools just for that. Apart from skaffold check also tilt.dev, garden.io, devspace.sh, okteto.com. Source: about 1 year ago
  • Approaches in Cloud Development Ergonomics
    With Infrastructure as Code at its current state of maturity, it’s now easier than ever to replicate microservice environments in the cloud. This unlocked a new approach of having a personal production-like cloud environment for every developer, which they can use freely and in isolation. It comes in two flavors - persistent environments, or ephemeral environments created on demand with products like Okteto or... - Source: dev.to / over 1 year ago
  • free-for.dev
    Okteto Cloud - Managed Kubernetes service designed for remote development. Free developer accounts come with 5 Kubernetes namespaces, 3Gi/pod with a maximum of 8Gi/namespace, 1CPU/pod with a maximum of 4CPUs/namespace and 5GB Disk space. The apps sleep after 24 hours of inactivity. - Source: dev.to / over 1 year ago
  • Mutagen – Cloud-based development using your local tools
    Hi Jacob. I am one of the founders of Okteto (https://okteto.com/), a remote development platform for Compose and Kubernetes applications. We use Syncthing to sync code between the developer laptop and pods running in Kubernetes. I would love to know your thoughts on the strengths and weak points of Mutagen vs Syncthing for this use case. - Source: Hacker News / about 2 years ago
View more

What are some alternatives?

When comparing Apache Druid and Okteto, you can also consider the following products

Apache Spark - Apache Spark is an engine for big data processing, with built-in modules for streaming, SQL, machine learning and graph processing.

Garden.io - Cloud native & Kubernetes testing done right

Apache Flink - Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

Telepresence - Telepresence is an open source tool that lets you develop and debug your Kubernetes services...

Apache Kylin - OLAP Engine for Big Data

DevSpace (for Kubernetes and Docker) - Cloud-Native Software Development with Kubernetes and Docker