Top 30 mlops observability tools
Discover the most powerful AI tools in this category with pricing, features, demo and use cases
Google Cloud BigQuery
ANALYTICS AI
85
Google Cloud BigQuery is a fully managed, serverless data warehouse that enables super-fast SQL quer...
Platforms
WEB
API
SDK
Domains
DATA ANALYTICSBUSINESSFINANCEMARKETING+2
Use Cases
Perform complex SQL queries on petabyte-scale datasets in secondsBuild and deploy machine learning models directly within BigQueryReal-time data ingestion and analysis for business intelligence dashboards+1
Target Users
DATA SCIENTISTBUSINESS ANALYSTIT PROFESSIONAL+2
Modalities
TABULARTEXTTIME_SERIES+1
Integrations
GOOGLE WORKSPACECLOUD DRIVEDATABASEAPI CONNECTOROTHER
Pricing
PAIDTRIAL
Segment
ANALYTICS AIAUTOMATION AI
85
Segment is a customer data platform (CDP) that collects, cleans, and activates customer data from an...
Platforms
WEB
API
SDK
WEBHOOK
Domains
MARKETINGBUSINESSPRODUCTIVITYDATA ANALYTICS+2
Use Cases
Unify customer data from web, mobile, and backend sources into a single customer view.Automate data pipelines to send clean, real-time data to marketing, sales, and analytics tools.Create personalized customer experiences based on granular behavioral data.+1
Target Users
PRODUCT MANAGERMARKETERDATA SCIENTIST+2
Modalities
TABULARTEXTMULTIMODAL
Integrations
SALESFORCEHUBSPOTZAPIERINTEGROMATCLOUD DRIVEDATABASE+2
Pricing
PAIDCUSTOM
NVIDIA H100 GPU
ANALYTICS AIOTHER
85
The NVIDIA H100 Tensor Core GPU is a data center GPU designed for AI, HPC, and data analytics, offer...
Platforms
API
SDK
Domains
MANUFACTURINGMARKETINGDEVELOPMENTBUSINESS+5
Use Cases
Accelerating deep learning model training and inference for large-scale AI workloadsEnabling high-performance computing simulations for scientific researchProcessing and analyzing massive datasets for business intelligence and insights+1
Target Users
DEVELOPERSOFTWARE ENGINEERMACHINE LEARNING ENGINEER+4
Modalities
TABULARTIME_SERIESMULTIMODAL
Integrations
DATABASEAPI CONNECTOROTHER
Pricing
PAIDCUSTOM
NVIDIA A100 GPU
ANALYTICS AIOTHER
85
The NVIDIA A100 Tensor Core GPU is a high-performance computing accelerator designed for AI, data an...
Platforms
API
SDK
OTHER
Domains
RESEARCHHEALTHCAREFINANCEMANUFACTURING+2
Use Cases
Accelerating deep learning training and inferenceHigh-performance data analytics and visualizationScientific simulations and modeling+1
Target Users
MACHINE LEARNING ENGINEERDATA SCIENTISTAI RESEARCHER+2
Modalities
TABULARIMAGETEXT+1
Integrations
DATABASEAPI CONNECTOROTHER
Pricing
PAIDCUSTOM
YOLOv8
COMPUTER VISIONANALYTICS AI
85
YOLOv8 is an advanced, state-of-the-art object detection, segmentation, and classification model kno...
Platforms
SDK
WEB
Domains
MANUFACTURINGSECURITYDATA ANALYTICSRESEARCH+1
Use Cases
Real-time object detection and tracking in video streamsImage segmentation for precise object localization and shape analysisImage classification for content categorization and labeling+1
Target Users
DEVELOPERMACHINE LEARNING ENGINEERDATA SCIENTIST+2
Modalities
IMAGEVIDEO
Integrations
API CONNECTOROTHER
Pricing
FREE
Grafana
ANALYTICS AIAUTOMATION AI
85
Grafana is an open-source analytics and monitoring solution that allows users to query, visualize, a...
Platforms
WEB
PLUGIN
API
Domains
DATA ANALYTICSCLOUDOPERATIONSBUSINESS+1
Use Cases
Visualize and monitor system performance metricsCreate real-time dashboards for business intelligenceSet up alerts for critical system events and anomalies+1
Target Users
IT PROFESSIONALCLOUD ENGINEERDEVOPS ENGINEER+2
Modalities
TIME_SERIESTABULAR
Integrations
DATABASEAPI CONNECTORZAPIERSLACKMICROSOFT TEAMS
Pricing
FREEFREEMIUMPAID+1
AWS Step Functions
AUTOMATION AI
85
AWS Step Functions is a serverless orchestration service that lets you coordinate the components of ...
Platforms
API
SDK
WEB
Domains
DEVELOPMENTBUSINESSCLOUDOPERATIONS+2
Use Cases
Orchestrate microservices for complex business logicAutomate IT operational tasks and incident responseBuild data processing pipelines with AWS Lambda and other services+1
Target Users
DEVELOPERSOFTWARE ENGINEERCLOUD ENGINEER+3
Modalities
TEXTTABULAR
Integrations
API CONNECTORDATABASECLOUD DRIVEOTHER
Pricing
PAID
Apache Airflow
AUTOMATION AI
85
Apache Airflow is an open-source platform used to programmatically author, schedule, and monitor wor...
Platforms
WEB
API
SDK
Domains
DATA ANALYTICSDEVELOPMENTBUSINESSOPERATIONS+2
Use Cases
Automate and schedule complex data processing pipelinesMonitor ETL jobs and data ingestion processesOrchestrate machine learning model training and deployment workflows+1
Target Users
DEVELOPERSOFTWARE ENGINEERDATA SCIENTIST+3
Modalities
TABULARTIME_SERIES
Integrations
DATABASEAPI CONNECTORCLOUD DRIVEOTHER
Pricing
FREE
BitsAndBytes
OTHER
78
BitsAndBytes is a Python library that provides tools for 8-bit, 4-bit, and NF4 quantization, optimiz...
Platforms
SDK
Domains
DEVELOPMENTRESEARCHDATA ANALYTICS
Use Cases
Reduce memory footprint of large language models for training and inference.Accelerate inference speed of deep learning models through optimized quantization.Enable running larger models on hardware with limited VRAM using 4-bit and 8-bit precision.
Target Users
DEVELOPERMACHINE LEARNING ENGINEERAI RESEARCHER+2
Integrations
IDE PLUGIN
Pricing
FREE
Pinecone
SEARCH RETRIEVAL AI
78
Pinecone is a vector database designed for efficiently storing, searching, and scaling vector embedd...
Platforms
API
SDK
WEB
Domains
DEVELOPMENTDATA ANALYTICSPRODUCTIVITYBUSINESS
Use Cases
Powering semantic search for large document collectionsBuilding recommendation engines based on user preferencesImplementing fraud detection systems using anomaly detection on vector data+1
Target Users
DEVELOPERSOFTWARE ENGINEERMACHINE LEARNING ENGINEER+2
Modalities
TEXTIMAGEMULTIMODAL
Integrations
API CONNECTORDATABASEOTHER
Pricing
FREEMIUMPAIDCUSTOM
Azure Synapse Analytics
ANALYTICS AIAUTOMATION AI
78
Azure Synapse Analytics is an integrated analytics service that accelerates time to insight across d...
Platforms
WEB
API
SDK
Domains
DATA ANALYTICSBUSINESSCLOUDOPERATIONS+1
Use Cases
Ingest, prepare, manage, and serve data for immediate BI and machine learning needs.Build and deploy big data analytics solutions using Apache Spark.Perform enterprise data warehousing with T-SQL and serverless SQL pools.+1
Target Users
DATA SCIENTISTCLOUD ENGINEERIT PROFESSIONAL+2
Modalities
TABULAR
Integrations
DATABASEAPI CONNECTORCLOUD DRIVEOTHER
Pricing
PAIDCUSTOM
Azure Machine Learning
AUTOMATION AIANALYTICS AI
78
Azure Machine Learning is a cloud-based service for building, training, deploying, and managing mach...
Platforms
WEB
API
SDK
Domains
BUSINESSDATA ANALYTICSDEVELOPMENTOPERATIONS+1
Use Cases
Build and deploy custom machine learning modelsAutomate model training and hyperparameter tuningMonitor and manage ML models in production (MLOps)+1
Target Users
MACHINE LEARNING ENGINEERDATA SCIENTISTSOFTWARE ENGINEER+2
Modalities
TABULARTIME_SERIESTEXT
Integrations
DATABASEAPI CONNECTOROTHERMICROSOFT TEAMS
Pricing
PAIDTRIAL
OutSystems
AUTOMATION AIANALYTICS AI
78
OutSystems is a low-code development platform that enables organizations to build, deploy, and manag...
Platforms
WEB
MOBILE
API
Domains
DEVELOPMENTBUSINESSPRODUCTIVITYOPERATIONS+2
Use Cases
Rapid development of custom enterprise web and mobile applicationsModernizing legacy systems and applicationsAutomating complex business processes and workflows+1
Target Users
DEVELOPERSOFTWARE ENGINEERIT PROFESSIONAL+3
Modalities
TABULARTEXT
Integrations
SALESFORCEMICROSOFT TEAMSAPI CONNECTORDATABASECRM
Pricing
PAIDCUSTOMTRIAL
Aqua Security
SECURITY AIANALYTICS AI
78
Aqua Security is a cloud-native security platform that provides comprehensive security for container...
Platforms
WEB
API
PLUGIN
Domains
SECURITYCLOUDDEVELOPMENTOPERATIONS+1
Use Cases
Detect and prevent runtime threats in containerized environments.Automate security checks throughout the CI/CD pipeline.Ensure compliance with industry regulations for cloud deployments.+1
Target Users
DEVOPS ENGINEERCYBERSECURITY SPECIALISTIT PROFESSIONAL+2
Modalities
TABULARTEXT
Integrations
ZAPIERSLACKMICROSOFT TEAMSCLOUD DRIVECRMDATABASE+1
Pricing
PAIDCUSTOMTRIAL
IBM AI Services
GENERATIVE AIAUTOMATION AI
75
IBM AI Services offers a suite of enterprise-grade AI solutions, including foundation models, data s...
Platforms
WEB
API
SDK
Domains
BUSINESSFINANCEMARKETINGDATA ANALYTICS+2
Use Cases
Automate content creation and summarization for business insights.Enhance data analysis with advanced statistical and machine learning models.Develop and deploy custom AI applications on hybrid cloud environments.+1
Target Users
MACHINE LEARNING ENGINEERDATA SCIENTISTIT PROFESSIONAL+4
Modalities
TEXTTABULARMULTIMODAL
Integrations
SALESFORCEHUBSPOTDATABASEAPI CONNECTOROTHER
Pricing
PAIDCUSTOM
NVIDIA Jetson Nano
COMPUTER VISION
75
The NVIDIA Jetson Nano is a compact, powerful, and affordable AI computer designed for developers an...
Platforms
SDK
OTHER
Domains
MANUFACTURINGDEVELOPMENTRESEARCHEDUCATION
Use Cases
Real-time object detection and tracking for roboticsAI-powered surveillance and monitoring systemsDevelopment of intelligent edge devices for computer vision tasks+1
Target Users
DEVELOPERMACHINE LEARNING ENGINEERAI RESEARCHER+3
Modalities
IMAGESENSOR_DATAMULTIMODAL
Integrations
API CONNECTOROTHER
Pricing
PAID
Google TPU v4
OTHER
75
Google TPU v4 is a specialized hardware accelerator designed for machine learning workloads, particu...
Platforms
API
WEB
Domains
RESEARCHDEVELOPMENTCLOUDDATA ANALYTICS
Use Cases
Accelerating training of large-scale deep learning modelsOptimizing inference performance for machine learning applicationsEnabling research into novel neural network architectures+1
Target Users
MACHINE LEARNING ENGINEERDATA SCIENTISTAI RESEARCHER+2
Modalities
MULTIMODAL
Integrations
OTHER
Pricing
CUSTOMPAID
Boomi
AUTOMATION AI
75
Boomi is an integration Platform as a Service (iPaaS) that enables businesses to connect application...
Platforms
WEB
API
PLUGIN
Domains
BUSINESSPRODUCTIVITYDATA ANALYTICSCLOUD+2
Use Cases
Automate data synchronization between cloud and on-premises applications.Streamline business processes by connecting disparate systems.Develop and manage APIs for internal and external use.+1
Target Users
IT PROFESSIONALCLOUD ENGINEERBUSINESS ANALYST+2
Modalities
TABULARMULTIMODAL
Integrations
ZAPIERSALESFORCEHUBSPOTCLOUD DRIVECRMDATABASE+2
Pricing
PAIDCUSTOMTRIAL
MuleSoft Anypoint Platform
AUTOMATION AIANALYTICS AI
75
MuleSoft Anypoint Platform is an enterprise integration platform that enables businesses to connect ...
Platforms
WEB
API
OTHER
Domains
BUSINESSDEVELOPMENTDATA ANALYTICSOPERATIONS+2
Use Cases
Connect disparate enterprise applications and SaaS solutions.Design, build, and manage APIs for seamless data exchange.Automate business processes through integration workflows.+1
Target Users
DEVELOPERIT PROFESSIONALCLOUD ENGINEER+3
Modalities
TABULARTEXTMULTIMODAL
Integrations
SALESFORCEHUBSPOTCRMDATABASEAPI CONNECTOROTHER
Pricing
PAIDCUSTOM
NVIDIA Jetson Xavier NX
COMPUTER VISIONAUTOMATION AI
75
NVIDIA Jetson Xavier NX is a compact, high-performance computing module designed for AI at the edge,...
Platforms
SDK
OTHER
Domains
MANUFACTURINGDEVELOPMENTRESEARCHAUTOMATION
Use Cases
Deploy real-time object detection and tracking on robotic platformsEnable intelligent video analytics for surveillance and quality controlPower autonomous navigation and decision-making in drones and AGVs+1
Target Users
DEVELOPERMACHINE LEARNING ENGINEERAI RESEARCHER+2
Modalities
SENSOR_DATAIMAGEMULTIMODAL
Integrations
API CONNECTOROTHER
Pricing
PAIDCUSTOM
NVIDIA Jetson AGX Orin
COMPUTER VISIONAUTOMATION AI
75
The NVIDIA Jetson AGX Orin is a powerful, compact, and energy-efficient AI computing platform design...
Platforms
SDK
OTHER
Domains
MANUFACTURINGHEALTHCAREOTHER
Use Cases
Real-time object detection and tracking for autonomous systemsAI-powered robotics for industrial automation and logisticsIntelligent video analytics for surveillance and safety+1
Target Users
DEVELOPERMACHINE LEARNING ENGINEERAI RESEARCHER+2
Modalities
SENSOR_DATAIMAGEVIDEO+1
Integrations
API CONNECTOROTHER
Pricing
PAIDCUSTOM
Milvus
SEARCH RETRIEVAL AIANALYTICS AI
75
Milvus is an open-source vector database built for AI applications, designed for efficient similarit...
Platforms
API
SDK
WEB
Domains
DATA ANALYTICSDEVELOPMENTRESEARCHSECURITY+2
Use Cases
Building semantic search enginesPowering recommendation systemsDetecting anomalies in large datasets+1
Target Users
DEVELOPERSOFTWARE ENGINEERMACHINE LEARNING ENGINEER+2
Modalities
TEXTIMAGEAUDIO+1
Integrations
DATABASEAPI CONNECTOROTHER
Pricing
FREEPAID
OpenMMLab
COMPUTER VISION
75
OpenMMLab is an open-source computer vision toolbox built on PyTorch, offering a comprehensive suite...
Platforms
SDK
API
Domains
RESEARCHDEVELOPMENTDATA ANALYTICSMANUFACTURING+1
Use Cases
Develop and deploy state-of-the-art computer vision modelsConduct research in image recognition, object detection, and semantic segmentationBuild custom computer vision pipelines for various applications+1
Target Users
MACHINE LEARNING ENGINEERDATA SCIENTISTAI RESEARCHER+2
Modalities
IMAGE
Integrations
IDE PLUGINAPI CONNECTOR
Pricing
FREE
Nemo (NVIDIA)
GENERATIVE AICONVERSATIONAL AI
75
NVIDIA NeMo is a comprehensive framework for building, training, and deploying large language models...
Platforms
API
SDK
OTHER
Domains
DEVELOPMENTBUSINESSRESEARCHPRODUCTIVITY+2
Use Cases
Build custom chatbots with advanced dialogue managementDevelop speech-enabled applications (ASR and TTS)Fine-tune large language models for specific industry tasks+1
Target Users
DEVELOPERSOFTWARE ENGINEERMACHINE LEARNING ENGINEER+2
Modalities
TEXTAUDIO
Integrations
API CONNECTOROTHER
Pricing
CUSTOMPAID
SAS Viya
ANALYTICS AIAUTOMATION AI
75
SAS Viya is a cloud-based, open analytics platform that integrates data management, AI, machine lear...
Platforms
WEB
API
SDK
Domains
DATA ANALYTICSBUSINESSFINANCEMARKETING+2
Use Cases
Automated model building and deployment for predictive analytics.Real-time dashboards and reporting for business performance monitoring.Customer segmentation and personalization for targeted marketing campaigns.+1
Target Users
DATA SCIENTISTIT PROFESSIONALBUSINESS ANALYST+3
Modalities
TABULARTIME_SERIES
Integrations
DATABASEAPI CONNECTOROTHER
Pricing
PAIDCUSTOM
H2O Driverless AI
ANALYTICS AIAUTOMATION AI
75
H2O Driverless AI is an automated machine learning platform that empowers data scientists and domain...
Platforms
WEB
API
Domains
DATA ANALYTICSFINANCEMARKETINGOPERATIONS+1
Use Cases
Automate the creation and selection of machine learning models for tabular data.Generate interpretable models with insights into feature importance.Accelerate the deployment and monitoring of predictive models in production environments.+1
Target Users
DATA SCIENTISTMACHINE LEARNING ENGINEERBUSINESS ANALYST+2
Modalities
TABULARTIME_SERIES
Integrations
DATABASEAPI CONNECTOROTHER
Pricing
PAIDTRIALCUSTOM
StackRox
SECURITY AIANALYTICS AI
75
StackRox is a cloud-native application security platform that provides continuous security and compl...
Platforms
WEB
API
PLUGIN
Domains
SECURITYDEVELOPMENTCLOUDOPERATIONS+1
Use Cases
Detect and prevent vulnerabilities in container imagesEnforce security policies across Kubernetes clustersMonitor and audit runtime activities for suspicious behavior+1
Target Users
DEVOPS ENGINEERCLOUD ENGINEERCYBERSECURITY SPECIALIST+2
Modalities
TABULARTEXT
Integrations
DATABASEAPI CONNECTORCLOUD DRIVEIDE PLUGIN
Pricing
PAIDCUSTOM
RStudio
CODE AIANALYTICS AI
75
RStudio is a comprehensive Integrated Development Environment (IDE) for R and Python, designed for s...
Platforms
DESKTOP
WEB
Domains
DATA ANALYTICSRESEARCHDEVELOPMENTBUSINESS+1
Use Cases
Develop and debug R and Python code for data analysisCreate interactive visualizations and reportsManage R packages and project environments+1
Target Users
DATA SCIENTISTRESEARCHERDEVELOPER+1
Modalities
TABULARTEXT
Integrations
IDE PLUGINDATABASEAPI CONNECTORCLOUD DRIVE
Pricing
FREEPAIDCUSTOM
Testim
AUTOMATION AIANALYTICS AI
75
Testim is a low-code test automation platform designed to help engineering teams build, run, and mai...
Platforms
WEB
API
Domains
DEVELOPMENTBUSINESSPRODUCTIVITYOPERATIONS+1
Use Cases
Automate repetitive UI testing tasks with minimal codingAccelerate test creation and maintenance using AI-driven locatorsImprove test stability by automatically adapting to UI changes+1
Target Users
QA ENGINEERSOFTWARE ENGINEERDEVELOPER+2
Modalities
TABULARMULTIMODAL
Integrations
ZAPIERSLACKMICROSOFT TEAMSNOTIONSALESFORCEHUBSPOT+3
Pricing
PAIDTRIALCUSTOM
Codacy
AUTOMATION AIANALYTICS AI
75
Codacy is a platform that automates code quality and security checks for development teams, integrat...
Platforms
WEB
API
SDK
PLUGIN
EXTENSION
Domains
DEVELOPMENTBUSINESSPRODUCTIVITYSECURITY+2
Use Cases
Automate code quality checks across multiple languagesIdentify and fix security vulnerabilities before deploymentStreamline code reviews with automated feedback+1
Target Users
DEVELOPERSOFTWARE ENGINEERDEVOPS ENGINEER+2
Modalities
TEXT
Integrations
ZAPIERSLACKMICROSOFT TEAMSCLOUD DRIVEIDE PLUGINAPI CONNECTOR
Pricing
FREEMIUMPAIDCUSTOM