Page 9 | Compare Business Software for Docker: July 2025 Reviews & Comparison

Kedro

Kedro is the foundation for clean data science code. It borrows concepts from software engineering and applies them to machine-learning projects. A Kedro project provides scaffolding for complex data and machine-learning pipelines. You spend less time on tedious "plumbing" and focus instead on solving new problems. Kedro standardizes how data science code is created and ensures teams collaborate to solve problems easily. Make a seamless transition from development to production with exploratory code that you can transition to reproducible, maintainable, and modular experiments. A series of lightweight data connectors is used to save and load data across many different file formats and file systems.

Starting Price: Free

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Gefyra

Blueshoe

Building and pushing containers to test them in Kubernetes is repetitive and time-consuming. Writing and debugging code that depends on services in Kubernetes is daunting. Especially if they are not reachable during development. Gefyra is an Open Source project that runs local code in any Kubernetes cluster without the build and push cycle. It overlays containers in the cluster making code changes immediately available. Gefyra enables you to: - Run containers and talk to internal services on an external Kubernetes cluster - Operate feature-branches in a production-like Kubernetes environment with all adjacent services - Overlay Kubernetes cluster-internal services with you local container. - Leverage development clusters for multiple developers at the same time. - Write code in the IDE you already love - Leverage all the neat development features, such as debugger, code-hot-reloading, overriding - Run high-level integration tests against all dependent services

Starting Price: free

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Mailu

Mailu is a simple yet full-featured mail server as a set of Docker images. It is free software (both as in free beer & as in free speech), open to suggestions and external contributions. The project aims at providing people with an easily setup, easily maintained and full-featured mail server while not shipping proprietary software nor unrelated features often found in popular groupware. Main features include: Standard email server, IMAP and IMAP+, SMTP and Submission with autoconfiguration profiles for clients Advanced email features, aliases, domain aliases, custom routing Web access, multiple Webmails and administration interface User features, aliases, auto-reply, auto-forward, fetched accounts Admin features, global admins, announcements, per-domain delegation, quotas Security, enforced TLS, DANE, MTA-STS, Letsencrypt!, outgoing DKIM, anti-virus scanner, Snuffleupagus, block malicious attachments Antispam, auto-learn, greylisting, DMARC& SPF, anti-spoofing

Starting Price: Free

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Flowise

Flowise AI

Flowise is an open-source, low-code platform that enables developers to create customized Large Language Model (LLM) applications through a user-friendly drag-and-drop interface. It supports integration with various LLMs, including LangChain and LlamaIndex, and offers over 100 integrations to facilitate the development of AI agents and orchestration flows. Flowise provides APIs, SDKs, and embedded widgets for seamless incorporation into existing systems, and is platform-agnostic, allowing deployment in air-gapped environments with local LLMs and vector databases.

Starting Price: Free

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Marqo

Marqo is more than a vector database, it's an end-to-end vector search engine. Vector generation, storage, and retrieval are handled out of the box through a single API. No need to bring your own embeddings. Accelerate your development cycle with Marqo. Index documents and begin searching in just a few lines of code. Create multimodal indexes and search combinations of images and text with ease. Choose from a range of open source models or bring your own. Build interesting and complex queries with ease. With Marqo you can compose queries with multiple weighted components. With Marqo, input pre-processing, machine learning inference, and storage are all included out of the box. Run Marqo in a Docker image on your laptop or scale it up to dozens of GPU inference nodes in the cloud. Marqo can be scaled to provide low-latency searches against multi-terabyte indexes. Marqo helps you configure deep-learning models like CLIP to pull semantic meaning from images.

Starting Price: $86.58 per month

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Orna

The most intuitive cyber incident response and case management platform with on-call SME and 200+ integrations. Orna detects attacks and anomalies across the entire infrastructure 24/7/365, groups them by source, incident relevance, and criticality, and enriches them with threat intelligence data from 28 public and private sources. ORNA's AI analyzes the threat and estimates the severity of the resulting incident, not just the alert, as well as the affected assets. Clear, color-coded dashboards provide attack breakdown by asset, type, technique, time, and more to speed up operations. ORNA's SMS and email notifications are secure and highly configurable based on the team member's role, source, and severity to avoid alert fatigue. When an attack happens, quick and decisive actions make all the difference. With ORNA, you can mount a world-class response, as all alerts can be escalated into incidents with a single action.

Starting Price: $833 per month

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WebThings

Monitor and control all your smart home devices via a unified web interface. The purpose of the Web of Things is to create a decentralized Internet of Things (IoT) by giving connected devices URLs on the web to make them linkable and discoverable and defining a standard data model and protocol to make them interoperable. WebThings is an open source implementation of the Web of Things, including the WebThings gateway, WebThings framework, and WebThings cloud. The WebThings project was incubated at Mozilla for four years, before being spun out as an independent open source project. WebThings Gateway is a software distribution for smart home gateways which enables users to directly monitor and control their smart home over the web, without a middleman. It provides a web-based user interface to monitor and control smart home devices, a rules engine to automate them and an add-ons system to extend the gateway with support for a wide range of existing smart home devices.

Starting Price: Free

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Cloudanix

Cloudanix provides CSPM, CIEM, CWPP, and CNAPP capabilities across all major cloud providers in a single dashboard. Our risk scoring helps prioritize security threats to minimize alert fatigue from your DevOps and InfoSec teams. Our adaptive notifications ensure that the right alert reaches the right team member. 1-click JIRA integration, inbuilt review workflows, and other collaborative features increase team productivity by large. Cloudanix provides a library of automated remediation options to reduce the amount of time required to fix a problem. The solution is agentless and onboards in five minutes. Our pricing is resource based which means there are no minimums and you can bring all your different AWS accounts under our single Dashboard. We are backed by YCombinator and some amazing investors who have built and run infrastructure and security companies in the past. There is no minimum to start using Cloudanix to secure your cloud infrastructure

Starting Price: $99/month

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Tabby

Tabby ML

Tabby is an open-source, self-hosted AI coding assistant designed to enhance your development workflow with intelligent code completion, real-time suggestions, and seamless integration into your preferred IDE. Its flexible deployment options allow you to run Tabby on your own infrastructure, ensuring security and control over your codebase. With support for major coding large language models (LLMs) like CodeLlama, StarCoder, and CodeGen, Tabby adapts to your coding style, providing accurate and context-aware assistance. Whether you're working individually or as part of a team, Tabby streamlines coding tasks, reduces errors, and accelerates project timelines.

Starting Price: Free

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harpoon

harpoon is a drag-and-drop Kubernetes tool for deploying any software in seconds. Whether you're new to Kubernetes or are looking for the best way to learn, harpoon has all the features you need to be successful in deploying and configuring your software using the industry-leading container orchestrator, all with no code. Our visual Kubernetes interface enables anyone to deploy production-grade software with no code. Easily accomplish simple or complex enterprise-grade cloud deployments to deploy and configure software and autoscale Kubernetes without writing any code or configuration scripts. Instantly search for and find any piece of commercial or open source software on the planet and deploy it to the cloud with one click. Before running any applications or services, harpoon will run automated scripts that will secure your cloud provider account. Connect harpoon to your source code repository anywhere and set up an automated deployment pipeline.

Starting Price: $50 per month

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Integration App

Integration.app

Powers integrations inside the best apps on the market. Connect your customer accounts without jumping through hoops. No need to register in developer programs, talk to support, go through verification, and submit dozens of forms. Simply select apps to integrate with. Assemble your perfect integration out of thoroughly engineered building blocks. Don't reinvent the wheel. Focus on what is unique to your app. Don’t waste time re-implementing the same logic for every application. Universal flows implement complex multi-step integration scenarios across dozens of apps. You or your customers can customize the logic for a specific application. Universal Data Sources lets you read, write, and subscribe to changes of similar data in dozens of apps at once. You or your customers can customize where each data source points to in a specific application. Universal field mappings let you transform fields between your app and dozens of other apps without researching each individual data schema.

Starting Price: $199 per month

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Koyeb

Push code to production, everywhere, in minutes with Koyeb. Accelerate backend apps at the edge with high-performance hardware. Connect your GitHub account to Koyeb, choose a repository to deploy, and leave us the infrastructure. We build, deploy, run, and scale your application with zero configuration. Simply git push, and we build and deploy your app with blazing fast built-in continuous deployment. Develop fearlessly with native versioning of all deployments. Build Docker containers, host them on any registry, and atomically deploy your new version worldwide in a single API call. Invite your team to build together and enjoy a live preview after each push with built-in CI/CD. The Koyeb platform lets you combine the languages, frameworks, and technologies you use. Deploy any application without modifications thanks to native support of popular languages and Docker containers. Koyeb detects and builds apps in Node.js, Python, Go, Ruby, Java, PHP, Scala, Clojure, and more.

Starting Price: $2.7 per month

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Flot.ai

Pop up AI anywhere you type or highlight the text. Write, improve, paraphrase, summarize, translate, explain, or reply to any text with one click. Flot unmatched support across apps, browsers, email clients, docs, tools, etc. It's like Notion AI, but with the flexibility to use it anywhere on your desktop. Enhance your creative process with a brainstorming partner that provides innovative ideas and solutions. Our AI app for PC is a grammar guru, capable of identifying errors and polishing your work to perfection. An AI copilot that can help you write content with its vast reservoir of knowledge and experience. Access Flot's professionally tested prompts to maximize AI's full potential. Flot uses the same technology but at a much lower cost, eliminating the need for a ChatGPT Plus subscription. Flot is an AI copilot, that integrates ChatGPT and GPT-4 across all apps and websites on your computer, aiding in writing, paraphrasing, summarizing, and more.

Starting Price: $9.99 per month

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STRM

Creating and managing data policies is a slow pain. With PACE by STRM, you can make sure data is used securely. Apply data policies through code, wherever it lives. Farewell to long waits and costly meetings, meet your new open source data security engine. Data policies aren't just about controlling access; they are about extracting value from data with the right guardrails. PACE lets you collaborate on the why and when automating the how through code. With PACE you can programmatically define and apply data policies across platforms. Integrated into your data platform and catalog (optional), and by leveraging the native capabilities of the stack you already have. PACE enables automated policy application across key data platforms and catalogs to ease your governance processes. Ease the process of policy creation and implementation, centralize control, and decentralize execution. Fulfill auditing obligations by simply showing how controls are implemented.

Starting Price: Free

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Betterscan.io

Reduce MTTD & MTTR with full coverage within minutes of using. Full DevSecOps toolchain across your all environments, implementing and collecting evidence as part of your continuous security. Unified and de-duplicated across all the layers we orchestrate. One line to add several thousand checks + AI. It was built with security in mind, and we have avoided common security mistakes and pitfalls. Understands modern technologies. All are callable via REST API. Integrateable with CI/CD systems, lightweight and fast. You can self-host it for 100% code control and transparency, or run source available binary only in your own CI/CD. Use a source-available solution for complete control and transparency. Trivial setup, no software installation, compatible with many programming languages. Detects more than several thousand code and infrastructure issues and counting. You can review the issues, mark them as false positives, and collaborate on issues.

Starting Price: €499 one-time payment

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Uffizzi

Uffizzi helps teams build internal developer platforms in minutes, not months, by providing out-of-the-box Kubernetes multi-tenancy, cluster virtualization and customizable templating. Standardize your workflows, while giving every developer access to self-service, ephemeral environments for development, testing, PRs, staging and more. Runs on your infrastructure or ours.

Starting Price: $9/seat/month

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Lilac

Lilac is an open source tool that enables data and AI practitioners to improve their products by improving their data. Understand your data with powerful search and filtering. Collaborate with your team on a single, centralized dataset. Apply best practices for data curation, like removing duplicates and PII to reduce dataset size and lower training cost and time. See how your pipeline impacts your data using our diff viewer. Clustering is a technique that automatically assigns categories to each document by analyzing the text content and putting similar documents in the same category. This reveals the overarching structure of your dataset. Lilac uses state-of-the-art algorithms and LLMs to cluster the dataset and assign informative, descriptive titles. Before we do advanced searching, like concept or semantic search, we can immediately use keyword search by typing a keyword in the search box.

Starting Price: Free

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OpsVerse

Aiden by OpsVerse is an AI-powered DevOps copilot designed to streamline workflows, automate repetitive tasks, and provide real-time insights into infrastructure and deployments. Powered by agentic AI, Aiden constantly learns from your team’s behavior and adapts to your specific needs, offering tailored responses and actions. It integrates seamlessly into your DevOps environment, proactively detecting and resolving issues, from scaling infrastructure to addressing deployment failures. Aiden ensures privacy-first design and compliance with data security policies, with deployment flexibility to fit your organization’s needs.

Starting Price: $79 per month

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ogimage.org

When you share a link on social media like Twitter, LinkedIn, or Facebook, or messaging platforms like WhatsApp, Slack, or Telegram, an accompanying thumbnail preview image usually appears. The image that populates this preview is what's known as the open graph or OG image. It provides a visual representation of the content being shared. It's important to have a good open graph image because it increases engagement and click-through rates. Get all the code to generate infinite open graph images for your website, blog, or social media posts for a one-time payment. You get the source code and can customize the templates to match your brand. Get more engagement with our pre-designed templates. All templates are included in the kit and can be customized to your liking. You get the full source code to modify and use however you like. It is customizable, open source, and requires no design skills.

Starting Price: $37 one-time payment

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Yandex Container Registry

Yandex

Docker images are placed in fault-tolerant storage. Automatic replication is configured for all data, each replica changes when Docker images are edited, created, or deleted. The service provides containers for Linux and Windows OS. Use them however you want, running on your local machine or on a Yandex Compute Cloud VM. High-speed Docker image operations without expenses for external traffic, Docker image registries are hosted in the same data centers where your cloud infrastructure is deployed. Docker images are transmitted via HTTPS. You choose who can view, pull, push, or delete them. You use a Docker image and we take care of maintaining the infrastructure where your registry is running. You only pay for the space used by your Docker images. You can use the service via the management console, command line interface (CLI), API, or the standard Docker CLI, the service is compatible with the Docker registry HTTP API V2.

Starting Price: $0.012240 per GB

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Yandex Serverless Containers

Yandex

Run containers without creating Kubernetes VMs or clusters. We handle the installation, maintenance, and administration of software and runtime environments. A standard way to create artifacts (images) in your CI/CD pipeline with no code refactoring required. Code in your preferred programming language. Use the tools you are familiar with for the most challenging tasks. Configure prepared container instances that will always be ready to handle any load. This mode of operation guarantees that there will be no cold starts, allowing you to quickly process any loads. Run containers on your VPC network to interact with virtual machines and manage databases without providing public access to them. Only pay for serverless data storage and operations. Special pricing for the service means the first 1,000,000 container calls each month are provided free of charge.

Starting Price: $0.012240 per GB

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YDB

Entrust YDB with keeping your application state regardless of how large or frequently modified it is. Handling petabytes of data and millions of transactions per second is not an issue. Build analytical reports based on data you store in YDB with performance comparable to database management systems purpose-built for this use case. No compromises on consistency and availability are necessary. Use the YDB topics feature to reliably send data between your applications or consume change data capture feed from regular tables. Exactly-once and at-least-once semantics are available to choose from. YDB is designed to work in three availability zones, ensuring availability even if the whole availability zone goes offline. It recovers automatically after a disk, server, or data center failure with minimum latency disruptions for applications.

Starting Price: Free

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Polar Signals

Polar Signals cloud is an always-on, zero-instrumentation continuous profiling product that helps improve performance, understand incidents, and lower infrastructure costs. With just one command and the easiest onboarding guide you’ll ever see, you can start saving costs and optimizing performance in your infrastructure. Travel back in time to pinpoint incidents and issues. Profiling data provides unique insight and depth into what a process executed over time. Utilize profiling data collected over time to confidently and statistically identify hot paths for optimization. Many organizations have 20-30% of resources wasted with code paths that could be easily optimized. Polar Signals Cloud employs an exceptional blend of technologies, purpose-built to deliver the profiling toolset essential for today's evolving infrastructure and applications. With a zero instrumentation setup, deploy immediately and reap the benefits of actionable observability data.

Starting Price: $50 per month

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Sieve

Build better AI with multiple models. AI models are a new kind of building block. Sieve is the easiest way to use these building blocks to understand audio, generate video, and much more at scale. State-of-the-art models in just a few lines of code, and a curated set of production-ready apps for many use cases. Import your favorite models like Python packages. Visualize results with auto-generated interfaces built for your entire team. Deploy custom code with ease. Define your environment compute in code, and deploy with a single command. Fast, scalable infrastructure without the hassle. We built Sieve to automatically scale as your traffic increases with zero extra configuration. Package models with a simple Python decorator and deploy them instantly. A full-featured observability stack so you have full visibility of what’s happening under the hood. Pay only for what you use, by the second. Gain full control over your costs.

Starting Price: $20 per month

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Prisme Analytics

Query, visualize, and understand your web traffic. With Prisme Analytics you can track metrics valuable to your business and create beautiful, flexible, and personalized dashboards. Our platform allows you to track custom events that truly matter for your business and design fully customizable dashboards to visualize your metrics in a way that suits your unique needs. Prisme is privacy-first by design, we don't use cookies and don't store any Personal Identifiable Information (PII). We comply by design with all privacy policies including GDPR, PECR, CCPA, and more. Prisme aims to be a real, privacy-friendly Google Analytics alternative. You shouldn't have to choose between respecting your user's privacy and using less functional tools. On top of everything, Prisme is simple to use, lightweight, flexible, and open source. Prisme Analytics is built on top of state-of-the-art open source data visualization and storage, respectively Grafana and ClickHouse.

Starting Price: Free

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Lamini

Lamini makes it possible for enterprises to turn proprietary data into the next generation of LLM capabilities, by offering a platform for in-house software teams to uplevel to OpenAI-level AI teams and to build within the security of their existing infrastructure. Guaranteed structured output with optimized JSON decoding. Photographic memory through retrieval-augmented fine-tuning. Improve accuracy, and dramatically reduce hallucinations. Highly parallelized inference for large batch inference. Parameter-efficient finetuning that scales to millions of production adapters. Lamini is the only company that enables enterprise companies to safely and quickly develop and control their own LLMs anywhere. It brings several of the latest technologies and research to bear that was able to make ChatGPT from GPT-3, as well as Github Copilot from Codex. These include, among others, fine-tuning, RLHF, retrieval-augmented training, data augmentation, and GPU optimization.

Starting Price: $99 per month

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StepSecurity

If you are using GitHub Actions for CI/CD and are worried about the security of CI/CD pipelines, StepSecurity platform is for you. Implement network egress control and CI/CD infrastructure security for GitHub Actions runners. Discover CI/CD risks and GitHub Actions security misconfiguration. Standardize GitHub Actions CI/CD pipeline as code files by automated pull requests. Provides runtime security to help you prevent SolarWinds and Codecov CI/CD security attacks by blocking egress traffic with an allowlist. Instant contextualized insight into network and file events for all workflow runs. Control network egress traffic with granular job-level and default cluster-wide policies. Many GitHub Actions are not maintained and are risky. Enterprises fork such Actions, but ongoing maintenance is expensive. By offloading the tasks of reviewing, forking, and maintaining Actions to StepSecurity, enterprises can realize substantial risk reduction and time savings.

Starting Price: $1,600 per month

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Etheno

Crytic

Etheno is an Ethereum-testing, JSON RPC multiplexer, analysis tool wrapper, and test integration tool. It eliminates the complexity of setting up analysis tools like Echidna on large, multi-contract projects. If you are a smart contract developer, you should use Etheno to test your contracts. If you are an Ethereum client developer, you should use Etheno to perform differential testing on your implementation. Etheno runs a JSON RPC server that can multiplex calls to one or more clients. API for filtering and modifying JSON RPC calls. Enables differential testing by sending JSON RPC sequences to multiple Ethereum clients. Deploy to and interact with multiple networks at the same time. Integration with test frameworks like Ganache and Truffle. Run a local test network with a single command. Use our prebuilt Docker container to quickly install and try Etheno. Etheno can be used in many different ways and therefore, has numerous command-line argument combinations.

Starting Price: Free

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Ffuf

Ffuf is a fast web fuzzer written in Go. You can also practice your Ffuf scans against a live host with different lessons and use cases either locally by using the Docker container or against the live-hosted version. Provides virtual host discovery (without DNS records). In order to tell Ffuf about different inputs to test out, a wordlist is needed. You can supply one or more wordlists on the command line, and in case you wish (or are using multiple wordlists) you can choose a custom keyword for them. You can supply Ffuf with multiple wordlists (remember to configure a custom keyword for them though). The first word of the first wordlist is tested against all the words from the second wordlist before moving along to test the second word in the first wordlist against all the words in the second wordlist. In short, all of the different combinations are tried out. There are quite a few different ways to customize the request.

Starting Price: Free

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Jazzer

Code Intelligence

Jazzer is a coverage-guided, in-process fuzzer for the JVM platform developed by Code Intelligence. It is based on libFuzzer and brings many of its instrumentation-powered mutation features to the JVM. You can use Docker to try out Jazzer's autofuzz mode, which automatically generates arguments to a given Java function and reports unexpected exceptions and detected security issues. You can also use GitHub release archives to run a standalone Jazzer binary that starts its own JVM configured for fuzzing.

Starting Price: Free

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Business Software for Docker - Page 9

Top Software that integrates with Docker as of July 2025 - Page 9

Kedro

Gefyra

Mailu

Flowise

Marqo

Orna

WebThings

Cloudanix

Tabby

harpoon

Integration App

Koyeb

Flot.ai

STRM

Betterscan.io

Uffizzi

Lilac

OpsVerse

ogimage.org

Yandex Container Registry

Yandex Serverless Containers

YDB

Polar Signals

Sieve

Prisme Analytics

Lamini

StepSecurity

Etheno

Ffuf

Jazzer