Amazon DevOps Guru Alternatives (September 2025)

Amazon DevOps Guru is a machine learning service designed to detect abnormal operating patterns so you can identify issues before they impact your customers.

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1.
Machine Learning Service - Amazon SageMaker - AWS
https://aws.amazo
.com/sagemaker/

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

2.
APM Tool - Amazon CloudWatch - AWS
https://aws.amazo
.com/cloudwatch/

Amazon CloudWatch is a monitoring service built for DevOps engineers, developers, site reliability engineers (SREs), IT managers, and product owners.

3.
Intelligent Threat Detection – Amazon GuardDuty – AWS
https://aws.amazo
.com/guardduty/

Amazon GuardDuty is a threat detection service that monitors for malicious activity and anomalous behavior to protect AWS accounts, workloads, and data.

4.
Natural Language Processing Service - Amazon Comprehend - AWS
https://aws.amazo
.com/comprehend/

Amazon Comprehend is a natural-language processing (NLP) service that uses machine learning (ML) to uncover information in unstructured data and text within documents.

5.
Sensitive Data Discovery and Protection - Amazon Macie - AWS
https://aws.amazo
.com/macie/

Amazon Macie is a data security service that uses machine learning (ML) and pattern matching to discover and help protect your sensitive data.

6.
Recommender System, Recommendation Engine - Amazon Personalize - AWS
https://aws.amazo
.com/personalize/

Amazon Personalize is an ML service that helps developers quickly build and deploy a custom recommendation engine with real-time personalization and user segmentation.

7.
Deep Learning Virtual Machine - AWS Deep Learning AMIs - AWS
https://aws.amazo
.com/machine-learning/amis/

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

8.
Image Recognition Software, ML Image & Video Analysis - Amazon Rekognition - AWS
https://aws.amazo
.com/rekognition/

Amazon Rekognition automates image recognition and video analysis for your applications without machine learning (ML) experience.

9.
Docker Images for Machine Learning - AWS Deep Learning Containers - AWS
https://aws.amazo
.com/machine-learning/containers/

AWS Deep Learning Containers are Docker images preinstalled with deep learning frameworks that make it easy to deploy custom machine learning environments.

10.
Healthcare NLP - Amazon Comprehend Medical - AWS
https://aws.amazo
.com/comprehend/medical/

Amazon Comprehend Medical is a a HIPAA-eligible service that uses machine learning to extract health data from medical text.

11.
Automated Vulnerability Management - Amazon Inspector - AWS
https://aws.amazo
.com/inspector/

Amazon Inspector is an automated vulnerability management service that continually scans AWS workloads for software vulnerabilities and unintended network exposure.

12.
Securing IoT Devices - AWS IoT Device Defender - AWS
https://aws.amazo
.com/iot-device-defender/

AWS IoT Device Defender makes it easier to maintain, manage, and configure security policies for all your IoT devices. Get the tools to identify and respond to security issues.

13.
Business Intelligence Tools - Amazon QuickSight - AWS
https://aws.amazo
.com/quicksight/

Amazon QuickSight is a cloud-native, serverless, business intelligence (BI) with native machine learning (ML) integrations and usage-based pricing, allowing insights for all users.

14.
Workload Rightsizing - AWS Compute Optimizer - AWS
https://aws.amazo
.com/compute-optimizer/

AWS Compute Optimizer recommends more efficient AWS compute resources for your workloads to reduce costs and improve performance.

15.
Infrastructure As Code Provisioning Tool - AWS CloudFormation - AWS
https://aws.amazo
.com/cloudformation/

AWS CloudFormation is an infrastructure as code (IaC) service that allows you to easily model, provision, and manage AWS and third-party resources.

17.
Command Line Interface - AWS CLI - AWS
https://aws.amazo
.com/cli/

The AWS Command Line Interface (CLI) provides a unified tool to manage your AWS services directly from the command line.

18.
Big Data Platform - Amazon EMR - AWS
https://aws.amazo
.com/emr/

Amazon EMR is a cloud big data platform for running large-scale distributed data processing jobs, interactive SQL queries, and machine learning applications using open-source analytics frameworks such as Apache Spark, Apache Hive, and Presto.

19.
Instance Auto Scaling - Amazon EC2 Auto Scaling - AWS
https://aws.amazo
.com/ec2/autoscaling/

Amazon EC2 Auto Scaling helps you maintain application availability and define how to scale Amazon EC2 capacity to meet the demands of your application.

20.
AI Chatbot - Amazon Lex - AWS
https://aws.amazo
.com/lex/

Amazon Lex is a fully managed AI service for building conversational interfaces into any application. Start creating a chatbot, voice assistant, machine learning-powered IVR, or virtual agent today.

21.
Cloud Resource Management - AWS Systems Manager - AWS
https://aws.amazo
.com/systems-manager/

AWS Systems Manager is a secure end-to-end management solution for resources on AWS and in multicloud and hybrid environments.

22.
Blue Matador | Set Up AWS Infrastructure Monitoring Instantly
https://www.bluematado
.com/

Blue Matador is the fastest, easiest way to set up AWS infrastructure monitoring, allowing small teams to fully monitor their cloud with no manual setup.

23.
Efficient Batch Computing – AWS Batch - AWS
https://aws.amazo
.com/batch/

AWS Batch allows developers, scientists, and engineers to efficiently process hundreds of thousands of batch and machine learning computing jobs on AWS.

24.
Cloud Computing Training & Classes - Training and Certification - AWS
https://aws.amazo
.com/training/

Build your AWS Cloud Skills with AWS Training and Certification. Learn AWS online with free digital training, in-person classroom training, virtual classroom training, and private on-site and virtual training. Learn more!

25.
OCR Software, Data Extraction Tool - Amazon Textract - AWS
https://aws.amazo
.com/textract/

Amazon Textract is a machine learning (ML) service that uses optical character recognition (OCR) to automatically extract text, handwriting, and data from scanned PDF documents, forms, and tables.

26.
IoT Analytics - AWS IoT Analytics - AWS
https://aws.amazo
.com/iot-analytics/

AWS IoT Analytics makes it simple to run and operationalize analytics on massive volumes of IoT data, without the cost and complexity of building an IoT analytics platform.

27.
Cloud Process Flow - Amazon Simple Workflow Service - AWS
https://aws.amazo
.com/swf/

Amazon SWF is a cloud process flow management application that gives developers tools to coordinate applications across multiple machines.

28.
Automated Code Deployment - AWS CodeDeploy - AWS
https://aws.amazo
.com/codedeploy/

AWS CodeDeploy makes it easier for you to rapidly release new features, avoid downtime during application deployment, and handle the complexity of updating your applications.

29.
Cloud Computing Services - Amazon Web Services (AWS)
https://aws.amazo
.com/

Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

30.
Cloud Data Warehouse - Amazon Redshift - AWS
https://aws.amazo
.com/redshift/

Amazon Redshift is a fast, fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data.

31.
Automated Testing Tools - AWS Device Farm - AWS
https://aws.amazo
.com/device-farm/

AWS Device Farm is an application testing service that allows you to test iOS, Android, and web applications on real smartphones, tablets and desktop web browsers.

32.
CI/CD Pipeline - AWS CodePipeline - AWS
https://aws.amazo
.com/codepipeline/

AWS CodePipeline automates the build, test, and deploy phases of your release process each time a code change occurs.

33.
Microservice Mesh - AWS App Mesh - AWS
https://aws.amazo
.com/app-mesh/

AWS App Mesh is an application networking service mesh that lets you more easily monitor and control communications across services.

34.
Get migration ready with the AWS Cloud Adoption Readiness Tool | AWS Public Sector Blog
https://aws.amazo
.com/blogs/publicsector/get-migration-ready-aws-cloud-adoption-readiness-tool/

Driven by the need for greater productivity, lower costs, and more recently being able to scale a remote workforce, organizations around the world are moving their IT workloads to the cloud. Planning a move to the cloud requires upfront pre-migration planning; this is as important as the implementation itself. But it can be daunting to know where to start or what needs to be in place for a successful migration. The Amazon Web Services (AWS) Cloud Adoption Readiness Tool (CART) can help provide insight into your level of readiness and what you can do to improve it.

35.
Managed Container Apps Service - AWS App Runner - AWS
https://aws.amazo
.com/apprunner/

AWS App Runner helps you deploy and scale from your source code or container image to a secure web application on AWS.

36.
Open Source Search Engine - Amazon OpenSearch Service - AWS
https://aws.amazo
.com/opensearch-service/

Unlock fast and scalable search, monitoring, and analysis for log analytics and website search by deploying and running OpenSearch and ALv2 Elasticsearch.

39.
Config Tool – AWS Config – Amazon Web Services
https://aws.amazo
.com/config/

AWS Config is a config tool that helps you assess, audit, and evaluate the configurations and relationships of your resources.

40.
IT Asset Discovery - AWS Cloud Map - AWS
https://aws.amazo
.com/cloud-map/

AWS Cloud Map is a cloud resource discovery service. With Cloud Map, you can define custom names for your application resources, and it maintains the updated location of these dynamically changing resources. This increases your application availability because your web service always discover the most up-to-date locations of its resources.

41.
What is AWS Well-Architected Tool? - AWS Well-Architected Tool
https://docs.aws.amazo
.com/wellarchitected/latest/userguide/intro.html/

AWS Well-Architected Tool is a service in the cloud that provides a consistent process for measuring your architecture using AWS best practices.

43.
Fully Automated AWS Cloud Management Platform | nOps
https://www.nop
.io/

nOps is an automated FinOps platform helping customers reduce their AWS costs by up to 50% on auto-pilot.

45.
Cloud Development Framework - AWS Cloud Development Kit - AWS
https://aws.amazo
.com/cdk/

AWS Cloud Development Kit (CDK) is an open-source software development framework used to model and provision your cloud application resources with familiar programming languages.

46.
License Manager Software - AWS License Manager - AWS
https://aws.amazo
.com/license-manager/

AWS License Manager makes it easier for you to manage your software licenses from vendors, such as Microsoft, SAP, Oracle, and IBM, across AWS and on-premises environments.

47.
Seldon, MLOps for the Enterprise.
http://www.seldo
.io/

Serve, Monitor, Manage and Scale your machine learning operations with our enterprise ready MLOps tools. Get a demo or start a trial today. %

49.
Data Collaboration Service - AWS Clean Rooms - AWS
https://aws.amazo
.com/clean-rooms/

AWS Clean Rooms helps companies and their partners more securely analyze and collaborate on their collective datasets without sharing or copying one another’s underlying data.

50.
Fully Managed Game Backend – Amazon GameSparks – Amazon Web Services
https://www.gamespark
.com/

Amazon GameSparks is a fully managed game backend service that manages and scales your cloud infrastructure.

51.
Capture & Record Video Streams - Amazon Kinesis Video Streams - AWS
https://aws.amazo
.com/kinesis/video-streams/

Capture, process, and store video streams & media streams for computer vision apps, smart home apps, smart city apps, and real-time video analytics.

53.
Speech To Text - Amazon Transcribe - AWS
https://aws.amazo
.com/transcribe/

Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for developers to add speech to text capability to their applications

54.
IoT Sensors - AWS IoT Events - AWS
https://aws.amazo
.com/iot-events/

AWS IoT Events lets you monitor your equipment or device fleets for failures or changes in operation, and trigger actions when such events occur.

55.
DevOps – Enterprise DevOps - ServiceNow
https://www.serviceno
.com/products/devops.html/

ServiceNow DevOps minimizes friction between IT operations and development by enabling scalable, enterprise Devops.

56.
Moogsoft | Industry Leading AIOps Platform for IT Operations
https://www.moogsof
.com/

Moogsoft AIOps ensures continuous availability with automated noise reduction via industry leading anomaly detection algorithms. Learn more.

57.
Collect and Process Industrial Data – AWS IoT SiteWise – Amazon Web Services
https://aws.amazo
.com/iot-sitewise/

AWS IoT SiteWise makes it easy to collect, organize, and analyze data from industrial equipment at scale.

58.
Content Delivery Network - Amazon CloudFront - AWS
https://aws.amazo
.com/cloudfront/

Amazon CloudFront is a content delivery network (CDN) service that helps you distribute your static and dynamic content quickly and reliably with high speed performance, security, and developer ease-of-use.

59.
IT Service Catalog - AWS Service Catalog - AWS
https://aws.amazo
.com/servicecatalog/

AWS Service Catalog helps you create and manage IaC templates approved for use on AWS so anyone can discover approved, self-service cloud resources.

60.
ARM Processor - AWS Graviton Processor - AWS
https://aws.amazo
.com/ec2/graviton/

AWS Graviton processors deliver the best price performance for your cloud workloads, optimized for a range of general-purpose, compute, memory, and storage-intensive workloads.

61.
Secure Data Lake - AWS Lake Formation - AWS
https://aws.amazo
.com/lake-formation/

AWS Lake Formation makes it easier to centrally govern, secure, and globally share data for analytics and machine learning.

62.
Lustre File System - Amazon FSx for Lustre - AWS
https://aws.amazo
.com/fsx/lustre/

Fully managed Lustre file system integrated with S3 for workloads that require fast access to compute and high throughput such as high performance computing (HPC), media rendering, and machine learning (ML) training data sets.

63.
Comet ML - Build better models faster
https://www.come
.ml/

Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.

64.
ML Insights | Mainframe
https://www.broadco
.com/products/mainframe/watchtower-observability/ml-insights/

Embedded intelligence to proactively prevent problems, fix issues faster and get more done.

65.
Message Broker - Amazon MQ - AWS
https://aws.amazo
.com/amazon-mq/

Amazon MQ is a managed message broker service for Apache ActiveMQ and RabbitMQ that simplifies setup and operation of open-source message brokers on AWS.

66.
ProsperOps - Automatic Cloud Cost Optimization Software
https://www.prosperop
.com/

ProsperOps' automatic cloud cost optimization software gives you maximum savings and minimum commitment risk and reduces your wasted cloud spend—24x7.

67.
Cloud Email Sending Service - Amazon Simple Email Service - AWS
https://aws.amazo
.com/ses/

Amazon Simple Email Service (SES) is a cost-effective, flexible, and scalable email service provider that allows developers to send email from within any application.

68.
Hybrid Cloud Observability – Self-hosted | SolarWinds
https://www.solarwind
.com/hybrid-cloud-observability/

Hybrid Cloud Observability. Our self-hosted full-stack Observability solution is built to optimize performance, ensure availability, and reduce remediation time.

69.
Time Series Database - Amazon Timestream - AWS
https://aws.amazo
.com/timestream/

Amazon Timestream is a fast, scalable, serverless time series database service for Internet of Things (IoT) and operational applications that helps you store and analyze time series data.

70.
Cloud Security Posture Management - AWS Security Hub - AWS
https://aws.amazo
.com/security-hub/

AWS Security Hub is a cloud security posture management service that automates best practice checks, aggregates alerts, and supports automated remediation.

71.
Cloud Security Governance - AWS Control Tower - AWS
https://aws.amazo
.com/controltower/

AWS Control Tower provides a single location to set up a well-architected, multi-account environment to govern your AWS workloads with rules for security, operations, and compliance.

72.
SaaS Integration - Amazon AppFlow - AWS
https://aws.amazo
.com/appflow/

Amazon AppFlow is an integration service that enables you to securely transfer data between SaaS applications and AWS services without code.

73.
Managed Graph Database - Amazon Neptune - AWS
https://aws.amazo
.com/neptune/

Amazon Neptune is a fast, fully managed database service powering graph use cases such as identity graphs, knowledge graphs, and fraud detection.

74.
CloudMonix | Advanced Cloud Monitoring & Automation Tools
http://cloudmoni
.com/

Cloud and on-premises resources monitoring and automation built with MSPs, CSPs and DevOps in mind. Get advanced insight into Microsoft Azure and AWS system performance, auto-scale resources, execute self-healing actions. Try it for free.

75.
An AWS, Google Cloud, and Microsoft Partner | DoiT
https://www.doi
.com/

DoiT provides technology that simplifies and automates cloud use and multicloud expertise in analytics, optimization, and governance of cloud architecture.

76.
AIOps Architecture, Solutions & Platform for IT Operations (ITOps) | ZIF.AI
https://zi
.ai/

ZIF, an AI-powered ITOps tool that ensures business continuity using applications of machine learning, predictive analytics & automation.

77.
Data Stream Processing - Amazon Kinesis - AWS
https://aws.amazo
.com/kinesis/

Collect streaming data, create a real-time data pipeline, and analyze real-time video and data streams, log analytics, event analytics, and IoT analytics.

78.
Serverless Function, FaaS Serverless - AWS Lambda - AWS
https://aws.amazo
.com/lambda/

AWS Lambda is a serverless compute service for running code without having to provision or manage servers. You pay only for the compute time you consume.

79.
Collaborative Kubernetes AI Assistant | Botkube
https://botkub
.io/

Reliably lighten the Kubernetes Troubleshooting and Monitoring Workload for your DevOps and Developers.

80.
CloudOptimo: Supercharge Cloud Cost Optimization and Security
https://www.cloudoptim
.com/

Elevate and fortify your cloud strategy to achieve significant savings with CloudOptimo's cost optimization and security solutions for AWS and Azure.

81.
Zesty: Cloud Infrastructure Optimization Platform
https://zest
.co/

Zesty’s cloud infrastructure optimization platform allows you to slash cloud costs & reduce manual efforts while maintaining perfect performance. Book a demo today.

82.
Devopsbay | Custom software development company
https://www.devopsba
.com/

We build software tailored to your individual needs and offer world-quality engineers - You imagine it - We build it

83.
SoftwareMill - proactively transforming your business with technology
https://softwaremil
.com/

Custom software solutions: web applications, backend systems & enterprise applications. Scala, Java, Big Data, Machine Learning, Blockchain.

84.
Cloud IDE - AWS Cloud9 - AWS
https://aws.amazo
.com/cloud9/

AWS Cloud9 is a cloud-based integrated development environment (IDE) that lets you write, run, and debug your code with just a browser.

85.
Private Cloud - Amazon Virtual Private Cloud (VPC) - AWS
https://aws.amazo
.com/vpc/

Amazon Virtual Private Cloud (VPC) is a service that lets you launch AWS resources in a logically isolated virtual network that you define.

86.
AI Observability and LLM Security | WhyLabs
https://whylab
.ai/

Explore WhyLabs, the leading platform for AI observability, LLM security, and model monitoring. Guardrail Generative AI applications in real-time to mitigate data leakage, prompt attacks, and hallucinations.

87.
Shared File Storage - Amazon Elastic File System (EFS) - AWS
https://aws.amazo
.com/efs/

Amazon Elastic File System (EFS) provides a simple, scalable fully managed elastic NFS file system for AWS compute instances.

88.
ETL Service - Serverless Data Integration - AWS Glue - AWS
https://aws.amazo
.com/glue/

AWS Glue is a serverless data integration service that makes it easy to discover, prepare, integrate, and modernize the extract, transform, and load (ETL) process.

89.
Splunk User Behavior Analytics (UBA) | Splunk
https://www.splun
.com/en_us/products/user-behavior-analytics.html/

Protect against insider threats using machine learning. Splunk User Behavior Analytics (UBA) delivers the insights you need to find unknown threats and anomalous behavior.

90.
InsightAppSec Web Application Security Product - Rapid7
https://www.rapid
.com/products/insightappsec/

Rapid7's web application security testing tool offers cloud-native application security analysis. Automatically crawl and assess web applications to identify vulnerabilities like SQL Injection, XSS, and CSRF.

91.
Amazon EC2 - Cloud Compute Capacity - AWS
https://aws.amazo
.com/ec2/

Amazon EC2 provides secure, resizable compute in the cloud, offering the broadest choice of processor, storage, networking, OS, and purchase model.

92.
Qovery - DevOps Automation Platform - Enable Developers Self-Service
https://www.qover
.com/

Qovery is a DevOps Automation Platform that eliminates your DevOps hiring needs. Provision and maintain a secure and compliant infrastructure in hours - not months!

93.
Nuvepro Technologies - Hands-on Learning Solutions
https://nuvepr
.com/

Nuvepro Technologies, is a leading Hands-on learning solutions provider that enables skilling for GenAI, Google Cloud, AWS, Azure, DevOps, Full-Stack Development and 1000+ tech skills.

94.
Cloud Cost And Usage Budgets - AWS Budgets - AWS
https://aws.amazo
.com/aws-cost-management/aws-budgets/

AWS Budgets is the simplest way to monitor your AWS spend and be alerted when you exceed or are forecasted to exceed your desired spending limit.

95.
Managed Kafka - Amazon Managed Streaming for Apache Kafka (MSK) - AWS
https://aws.amazo
.com/msk/

Amazon MSK is a fully managed, secure, and highly available Apache Kafka service that makes it easy to ingest and process streaming data in real time at a low cost.

96.
Cloud Natural Language | Google Cloud
https://cloud.googl
.com/natural-language/

Analyze text with AI using pre-trained API or custom AutoML machine learning models to extract relevant entities, understand sentiment, and more.

97.
Operations: Cloud Monitoring & Logging | Google Cloud
https://cloud.googl
.com/products/operations/

Google Cloud’s operations suite is designed to monitor, troubleshoot, and improve cloud infrastructure, software, and application performance.

98.
HyScaler - AI, Blockchain, IT and Software Consulting Group
https://hyscale
.com/

Discover HyScaler: an AI, Blockchain, IT & software development consulting group. Upgrade your enterprise with tailored digital strategies with us.

99.
Code Repository - AWS CodeCommit - AWS
https://aws.amazo
.com/codecommit/

AWS CodeCommit is a managed source control repository that makes it easier for teams to securely collaborate on code with contributions encrypted in transit and at rest.