Reports

ForresterThe WaveSep 10, 2026API Management Software2026A 2026 rating of API management software that names 4 Leaders.IBMKongMuleSoftWSO2GartnerMagic QuadrantSep 8, 2026Intelligent Document Processing2026A 2026 rating of intelligent document processing that names 5 Leaders.ABBYYHyperscienceInfrrdTungsten AutomationUiPathGartnerMagic QuadrantSep 7, 2026Distributed Hybrid Infrastructure2026A 2026 rating of distributed hybrid infrastructure that names 4 Leaders.Broadcom (VMware)MicrosoftNutanixOracleGartnerMagic QuadrantSep 1, 2026Strategic Cloud Platform Services2026A 2026 rating of strategic cloud platform services that names 5 Leaders.Alibaba CloudAWSGoogleMicrosoftOracleGartnerMagic QuadrantSep 1, 2026Generative AI Model Providers2026A 2026 rating of generative AI model providers that names one Leader.Alibaba CloudGartnerMagic QuadrantAug 19, 2026Enterprise Storage Platforms2026A 2026 rating of enterprise storage platforms that names 6 Leaders.Dell TechnologiesEverpureHPEHuaweiIBMNetAppForresterThe WaveAug 10, 2026AI Platforms2026A 2026 rating of AI platforms that names 3 Leaders.C3.aiGooglePegasystemsGartnerMagic QuadrantAug 3, 2026Cloud-Native Application Platforms2026A 2026 rating of cloud-native application platforms that names 5 Leaders.Alibaba CloudAWSGoogleMicrosoftRed HatGartnerMagic QuadrantAug 3, 2026AI-Augmented Code Modernization Tools (inaugural report)2026A 2026 rating of AI-augmented code modernization tools that names 3 Leaders.AWSMicrosoftModerneGartnerMagic QuadrantJul 15, 2026Observability Platforms2026A 2026 rating of observability platforms that names 8 Leaders.ChronosphereCoralogixDatadogDynatraceElasticGrafana Labs+2 moreGartnerMagic QuadrantJul 15, 2026Conversational AI Platforms2026A 2026 rating of conversational AI platforms that names 4 Leaders.GoogleKore.aiSalesforceSoundHound AIGartnerMagic QuadrantJul 6, 2026Cloud AI Infrastructure2026A 2026 rating of cloud AI infrastructure that names 6 Leaders.Alibaba CloudAWSGoogleHuaweiMicrosoftOracleGartnerMagic QuadrantJul 1, 2026Analytics and Business Intelligence Platforms2026A 2026 rating of analytics and business intelligence platforms that names 6 Leaders.AWSGoogleMicrosoftQlikSalesforce (Tableau)ThoughtSpotOmdiaUniverseJun 30, 2026FinOps2026A 2026 rating of FinOps that names 2 Leaders.BroadcomIBM (Apptio Cloudability)ForresterThe WaveJun 30, 2026Multimodel Data Platforms2026A 2026 rating of multimodel data platforms that names 2 Leaders.EDBMongoDBGartnerMagic QuadrantJun 29, 2026Backup and Data Protection Platforms2026A 2026 rating of backup and data protection platforms that names 5 Leaders.CohesityCommvaultDruvaRubrikVeeamGartnerMagic QuadrantJun 22, 2026AI Platforms for Data Science and Machine Learning2026A 2026 rating of AI platforms for data science and machine learning that names 7 Leaders.AWSDatabricksDataikuDataRobotGoogleIBM+1 moreGartnerMagic QuadrantJun 16, 2026DevSecOps Platforms2026A 2026 rating of DevSecOps platforms that names 3 Leaders.AtlassianGitLabHarnessGartnerMagic QuadrantJun 16, 2026AI Governance Platforms (inaugural report)2026A 2026 rating of AI governance platforms that names 3 Leaders.IBMServiceNowTruyoForresterThe WaveMay 21, 2026Document Mining and Analytics Platforms2026A 2026 rating of document mining and analytics platforms that names one Leader.HyperscienceOmdiaUniverseMay 20, 2026Agentic AI Cloud Platforms, Asia & Oceania2026A 2026 rating of agentic AI cloud platforms, asia & oceania; no vendor tracked yet.GartnerMagic QuadrantMay 20, 2026Enterprise AI Coding Agents2026A 2026 rating of enterprise AI coding agents that names 4 Leaders.AnthropicCursorGitHubOpenAIGigaOmRadarMay 6, 2026Value Stream Management (VSM)2026A 2026 rating of value stream management (VSM) that names one Leader.BroadcomGartnerMagic QuadrantMay 5, 2026Developer Productivity Insight Platforms2026A 2026 rating of developer productivity insight platforms that names 4 Leaders.AtlassianLinearBOpseraSwarmiaGartnerMagic QuadrantApr 27, 2026AI Application Development Platforms2026A 2026 rating of AI application development platforms that names one Leader.GoogleForresterThe WaveApr 22, 2026Conversational AI Platforms For Customer Service2026A 2026 rating of conversational AI platforms for customer service that names 3 Leaders.Kore.aiNiCEOmiliaGigaOmRadarApr 13, 2026Data Security Posture Management (DSPM)2026A 2026 rating of data security posture management (DSPM) that names 2 Leaders.Securiti AITheomGigaOmRadarApr 9, 2026Streaming Data Platforms2026A 2026 rating of streaming data platforms that names 8 Leaders.ClouderaConfluentHazelcastMicrosoftOracleStreamNative+2 moreForresterThe WaveApr 9, 2026Sovereign Cloud Platforms2026A 2026 rating of sovereign cloud platforms that names 3 Leaders.AWSGoogleMicrosoftGartnerMagic QuadrantApr 6, 2026Master Data Management Solutions2026A 2026 rating of master data management solutions that names 5 Leaders.InformaticaProfiseeReltioSemarchyStibo SystemsOmdiaUniverseMar 31, 2026AI-assisted Software Development, IDE-based Tools2026A 2026 rating of AI-assisted software development, IDE-based tools that names one Leader.GitLabForresterThe WaveMar 29, 2026Data Quality Solutions2026A 2026 rating of data quality solutions that names one Leader.AtaccamaIDCMarketScapeMar 27, 2026Worldwide API Management2026A 2026 rating of worldwide API management that names 3 Leaders.AxwayIBMMicrosoftGigaOmRadarMar 20, 2026Cloud Resource Optimization2026A 2026 rating of cloud resource optimization that names 2 Leaders.AkamasKubexGigaOmRadarMar 20, 2026Object Storage2026A 2026 rating of object storage that names one Leader.Hitachi VantaraGartnerMagic QuadrantMar 16, 2026Integration Platform as a Service (iPaaS)2026A 2026 rating of integration platform as a service (iPaaS) that names 6 Leaders.BoomiInformaticaMicrosoftMuleSoftSAPWorkatoGigaOmRadarMar 9, 2026Kubernetes Resource Management2026A 2026 rating of kubernetes resource management that names one Leader.KubexGigaOmRadarMar 6, 2026Cloud FinOps2026A 2026 rating of cloud FinOps that names 4 Leaders.CloudBoltFlexeraKionUnityOne AIGigaOmRadarMar 5, 2026Kubernetes Management Solutions2026A 2026 rating of kubernetes management solutions that names one Leader.Spectro CloudGigaOmRadarFeb 24, 2026Kubernetes for Edge Computing2026A 2026 rating of kubernetes for edge computing that names one Leader.Spectro CloudGigaOmRadarFeb 13, 2026Data Access Governance2026A 2026 rating of data access governance that names one Leader.CommvaultGigaOmRadarFeb 13, 2026Unstructured Data Management2026A 2026 rating of unstructured data management that names one Leader.Hitachi VantaraGigaOmRadarFeb 11, 2026Cloud Observability2026A 2026 rating of cloud observability that names one Leader.DynatraceGartnerMagic QuadrantFeb 11, 2026Augmented Data Quality Solutions2026A 2026 rating of augmented data quality solutions that names 4 Leaders.AtaccamaIBMInformaticaQlikGartnerMagic QuadrantJan 26, 2026Decision Intelligence Platforms (inaugural report)2026A 2026 rating of decision intelligence platforms that names 6 Leaders.ACTICOAera TechnologyFICOIBMQuantexaSASGartnerMagic QuadrantJan 6, 2026Data and Analytics Governance Platforms2026A 2026 rating of data and analytics governance platforms that names 5 Leaders.AlationAtlanCollibraIBMInformaticaForresterThe Wave2026Public Cloud Platforms2026A 2026 rating of public cloud platforms that names one Leader.GoogleIDCMarketScape2026Worldwide Foundation Model Software2026A 2026 rating of worldwide foundation model software that names 2 Leaders.Alibaba CloudGoogleQKS GroupSPARK Matrix2026Data Governance Solutions2026A 2026 rating of data governance solutions that names one Leader.ActianQKS GroupSPARK Matrix2026Enterprise Data Fabric2026A 2026 rating of enterprise data fabric that names one Leader.K2viewISGProvider Lens2026AI-ready Infrastructure Solutions: Integrated AI Infrastructure Systems2026A 2026 rating of AI-ready infrastructure solutions: integrated AI infrastructure systems that names one Leader.LenovoIDCMarketScape2026Worldwide SaaS Data Protection2026A 2026 rating of worldwide SaaS data protection that names 2 Leaders.HYCUKeepitIDCMarketScape2026Worldwide Unified AI Governance Platforms2026A 2026 rating of worldwide unified AI governance platforms that names 7 Leaders.AWSDatabricksDataikuDataRobotHolistic AIIBM+1 moreIDCMarketScape2026Worldwide Decision Intelligence Platforms2026A 2026 rating of worldwide decision intelligence platforms that names 7 Leaders.Aera TechnologyExperianFICOIBMPalantirQuantexa+1 moreGartnerMagic Quadrant2026Container Management2026A 2026 rating of container management that names 6 Leaders.AWSGoogleHuaweiMicrosoftRed HatSUSEGartnerMagic Quadrant2026Enterprise AI Assistants2026A 2026 rating of enterprise AI assistants that names 4 Leaders.AnthropicGoogleMicrosoftOpenAIFrost & SullivanFrost Radar2026Intelligent Virtual Agents for Customer Experience2026A 2026 rating of intelligent virtual agents for customer experience that names 7 Leaders.AWSCognigyFinFive9GenesysKore.ai+1 moreForresterThe Wave2026Conversational AI Platforms For Employee Services2026A 2026 rating of conversational AI platforms for employee services that names 2 Leaders.AtlassianKore.aiForresterThe Wave2026Data Lakehouses2026A 2026 rating of data lakehouses that names one Leader.ClouderaForresterThe Wave2026Sensitive Data Discovery And Classification Solutions2026A 2026 rating of sensitive data discovery and classification solutions that names 2 Leaders.BigIDCyeraEverest GroupPEAK Matrix2026Agentic AI Products2026A 2026 rating of agentic AI products that names 7 Leaders.AWSEmaGoogleIBMKore.aiMicrosoft+1 moreEverest GroupPEAK Matrix2026Intelligent Document Processing (IDP) Products2026A 2026 rating of intelligent document processing (IDP) products that names one Leader.Tungsten AutomationEverest GroupPEAK Matrix2026Enterprise Search Products2026A 2026 rating of enterprise search products that names one Leader.ElasticIDCMarketScapeDec 10, 2025Intelligent Document Processing2025A 2025 rating of intelligent document processing that names one Leader.OpenTextGartnerMagic QuadrantDec 8, 2025Data Integration Tools2025A 2025 rating of data integration tools that names 9 Leaders.Ab InitioAWSDenodoGoogleIBMInformatica+3 moreForresterThe WaveNov 25, 2025Streaming Data Platforms2025A 2025 rating of streaming data platforms that names 4 Leaders.ConfluentGoogleMicrosoftVervericaGartnerMagic QuadrantNov 18, 2025Cloud Database Management Systems2025A 2025 rating of cloud database management systems that names 6 Leaders.Alibaba CloudAWSDatabricksGoogleIBMMongoDBGartnerMagic QuadrantNov 17, 2025AI Application Development Platforms2025A 2025 rating of AI application development platforms that names 4 Leaders.AWSGoogleIBMMicrosoftGigaOmRadarNov 7, 2025Vector Databases2025A 2025 rating of vector databases that names 3 Leaders.OpenSearchVespa.aiWeaviateIDCMarketScapeOct 20, 2025Data Integration Software Platforms2025A 2025 rating of data integration software platforms that names 3 Leaders.DenodoIBMSASGartnerMagic QuadrantOct 7, 2025API Management2025A 2025 rating of API management that names 7 Leaders.AxwayBoomiGoogleGraviteeIBMKong+1 moreGigaOmRadarSep 25, 2025Semantic Layers and Metrics Stores2025A 2025 rating of semantic layers and metrics stores that names 3 Leaders.AtScaleCubeMicrosoftGartnerMagic QuadrantSep 22, 2025DevOps Platforms2025A 2025 rating of DevOps platforms that names 4 Leaders.AtlassianGitLabHarnessMicrosoftGartnerMagic QuadrantSep 15, 2025AI Code Assistants2025A 2025 rating of AI code assistants that names 5 Leaders.AWSCognitionGitHubGitLabGoogleGartnerMagic QuadrantSep 8, 2025Distributed Hybrid Infrastructure2025A 2025 rating of distributed hybrid infrastructure that names 4 Leaders.MicrosoftNutanixOracleVMwareGartnerMagic QuadrantSep 2, 2025Enterprise Storage Platforms2025A 2025 rating of enterprise storage platforms that names 4 Leaders.Dell TechnologiesHPENetAppPure StorageForresterThe WaveAug 26, 2025Integration Platform As A Service2025A 2025 rating of integration platform as A service that names 3 Leaders.BoomiIBMWorkatoGartnerMagic QuadrantAug 12, 2025Enterprise Conversational AI Platforms2025A 2025 rating of enterprise conversational AI platforms that names 3 Leaders.Boost.aiCognigyKore.aiGartnerMagic QuadrantAug 11, 2025Container Management2025A 2025 rating of container management that names 4 Leaders.AWSGoogleMicrosoftRed HatGigaOmRadarAug 8, 2025Data Observability2025A 2025 rating of data observability that names 2 Leaders.AcceldataMCMonte CarloGartnerMagic QuadrantAug 7, 2025Cloud-Native Application Platforms2025A 2025 rating of cloud-native application platforms that names 4 Leaders.AWSGoogleMicrosoftRed HatGartnerMagic QuadrantAug 4, 2025Strategic Cloud Platform Services2025A 2025 rating of strategic cloud platform services that names 3 Leaders.AWSGoogleOracleGartnerMagic QuadrantJul 10, 2025Observability Platforms2025A 2025 rating of observability platforms that names 8 Leaders.ChronosphereDatadogDynatraceElasticGrafana LabsIBM+2 moreIDCMarketScapeJul 1, 2025Worldwide FinOps Cloud Costs Optimization Multicloud2025A 2025 rating of worldwide FinOps cloud costs optimization multicloud that names one Leader.ServiceNowIDCMarketScapeJul 1, 2025Worldwide FinOps Cloud Costs Optimization Hyperscalers2025A 2025 rating of worldwide FinOps cloud costs optimization hyperscalers that names one Leader.GoogleIDCMarketScapeJul 1, 2025Data Platform Software2025A 2025 rating of data platform software that names one Leader.DatabricksForresterThe WaveJun 26, 2025Master Data Management Solutions2025A 2025 rating of master data management solutions that names one Leader.SAPGartnerMagic QuadrantJun 25, 2025Analytics and Business Intelligence Platforms2025A 2025 rating of analytics and business intelligence platforms that names 6 Leaders.GoogleMicrosoftOracleQlikSalesforce (Tableau)ThoughtSpotGigaOmRadarJun 18, 2025Data Lakes and Lakehouses2025A 2025 rating of data lakes and lakehouses that names one Leader.StarburstForresterThe WaveJun 2, 2025Value Stream Management Solutions2025A 2025 rating of value stream management solutions that names 3 Leaders.AtlassianPlanviewServiceNowForresterThe WaveJun 2, 2025DevOps Platforms2025A 2025 rating of DevOps platforms that names 4 Leaders.AtlassianGitLabHarnessMicrosoftGartnerMagic QuadrantMay 28, 2025Data Science and Machine Learning Platforms2025A 2025 rating of data science and machine learning platforms that names 8 Leaders.AltairAWSDatabricksDataikuDataRobotGoogle+2 moreGartnerMagic QuadrantMay 19, 2025Integration Platform as a Service2025A 2025 rating of integration platform as a service that names 6 Leaders.BoomiInformaticaMicrosoftMuleSoftSAPWorkatoGigaOmRadarMay 2, 2025Streaming Data Platforms2025A 2025 rating of streaming data platforms that names 6 Leaders.ClouderaHazelcastMicrosoftOracleStreamNativeStriimForresterThe WaveApr 15, 2025AIOps Platforms2025A 2025 rating of AIOps platforms that names one Leader.DynatraceGartnerMagic QuadrantMar 10, 2025Augmented Data Quality Solutions2025A 2025 rating of augmented data quality solutions that names 3 Leaders.AtaccamaInformaticaQlikGartnerMagic QuadrantJan 7, 2025Data and Analytics Governance Platforms2025A 2025 rating of data and analytics governance platforms that names 2 Leaders.CollibraInformaticaIDCMarketScape2025Cyber-Recovery2025A 2025 rating of cyber-recovery that names one Leader.CommvaultGigaOmRadar2025Cloud Observability2025A 2025 rating of cloud observability that names one Leader.DynatraceGartnerMagic Quadrant2025Backup and Data Protection Platforms2025A 2025 rating of backup and data protection platforms that names 2 Leaders.CommvaultVeeamGigaOmRadar2025Data Access Governance2025A 2025 rating of data access governance that names one Leader.PrivaceraForresterThe Wave2025Data Security Platforms2025A 2025 rating of data security platforms that names one Leader.VaronisForresterThe Wave2025Data Governance Solutions2025A 2025 rating of data governance solutions that names one Leader.CollibraGigaOmRadar2025Data Warehouses2025A 2025 rating of data warehouses that names one Leader.MicrosoftForresterThe Wave2025Data Management for Analytics Platforms2025A 2025 rating of data management for analytics platforms that names 2 Leaders.GoogleTeradataIDCMarketScape2025General-Purpose Conversational AI Platforms2025A 2025 rating of general-purpose conversational AI platforms that names one Leader.SoundHound AIIDCMarketScape2025AI Coding and Software Engineering Technologies2025A 2025 rating of AI coding and software engineering technologies that names one Leader.IBMForresterThe Wave2025AI Decisioning Platforms2025A 2025 rating of AI decisioning platforms that names 3 Leaders.FICOPegasystemsSapiensForresterThe Wave2025AI Governance Solutions2025A 2025 rating of AI governance solutions that names 2 Leaders.Credo AIIBMEverest GroupPEAK Matrix2025Conversational AI & AI Agents in CXM Products2025A 2025 rating of conversational AI & AI agents in CXM products that names one Leader.Kore.aiIDCMarketScape2025Worldwide GenAI Life-Cycle Foundation Model Software2025A 2025 rating of worldwide GenAI life-cycle foundation model software that names one Leader.GoogleGartnerMagic QuadrantDec 18, 2024Cloud Database Management Systems2024A 2024 rating of cloud database management systems that names 9 Leaders.Alibaba CloudAWSDatabricksGoogleIBMMicrosoft+3 moreGartnerMagic QuadrantDec 9, 2024Data Integration Tools2024A 2024 rating of data integration tools that names 10 Leaders.Ab InitioAWSDenodoGoogleIBMInformatica+4 moreForresterThe WaveNov 7, 2024Translytical Data Platforms2024A 2024 rating of translytical data platforms that names 3 Leaders.GoogleMongoDBOracleGartnerMagic QuadrantNov 4, 2024Cloud Application Platforms2024A 2024 rating of cloud application platforms that names 3 Leaders.MicrosoftRed HatSalesforceQKS GroupSPARK MatrixOct 31, 2024Decision Intelligence Platforms (DIP)2024A 2024 rating of decision intelligence platforms (DIP) that names one Leader.InRuleGartnerMagic QuadrantOct 22, 2024API Management2024A 2024 rating of API management that names 7 Leaders.AxwayGoogleGraviteeIBMKongMuleSoft+1 moreGartnerMagic QuadrantOct 21, 2024Strategic Cloud Platform Services2024A 2024 rating of strategic cloud platform services that names 4 Leaders.AWSGoogleMicrosoftOracleGartnerMagic QuadrantOct 8, 2024File and Object Storage Platforms2024A 2024 rating of file and object storage platforms that names 4 Leaders.Dell TechnologiesIBMPure StorageVAST DataGartnerMagic QuadrantOct 7, 2024Distributed Hybrid Infrastructure2024A 2024 rating of distributed hybrid infrastructure that names 5 Leaders.AWSMicrosoftNutanixOracleVMwareGartnerMagic QuadrantSep 17, 2024Primary Storage Platforms2024A 2024 rating of primary storage platforms that names 5 Leaders.Dell TechnologiesHPEIBMNetAppPure StorageGigaOmRadarSep 16, 2024Data Observability2024A 2024 rating of data observability that names one Leader.TelmaiGartnerMagic QuadrantSep 12, 2024Container Management2024A 2024 rating of container management that names 3 Leaders.GoogleMicrosoftRed HatGartnerMagic QuadrantSep 3, 2024DevOps Platforms2024A 2024 rating of DevOps platforms that names 4 Leaders.AtlassianGitLabHarnessMicrosoftGartnerMagic QuadrantAug 19, 2024AI Code Assistants2024A 2024 rating of AI code assistants that names 4 Leaders.AWSGitHubGitLabGoogleGartnerMagic QuadrantAug 14, 2024Observability Platforms2024A 2024 rating of observability platforms that names 7 Leaders.ChronosphereDatadogDynatraceElasticGrafana LabsNew Relic+1 moreForresterThe WaveJul 25, 2024Cloud Cost Management and Optimization Solutions2024A 2024 rating of cloud cost management and optimization solutions that names 3 Leaders.FlexeraIBMVMware Tanzu CloudHealthForresterThe WaveJul 1, 2024API Management Software2024A 2024 rating of API management software that names 5 Leaders.AxwayIBMMuleSoftSoftware AGWSO2GartnerMagic QuadrantJun 25, 2024Analytics and Business Intelligence Platforms2024A 2024 rating of analytics and business intelligence platforms that names 6 Leaders.GoogleMicrosoftOracleQlikSalesforce (Tableau)ThoughtSpotGartnerMagic QuadrantJun 17, 2024Data Science and Machine Learning Platforms2024A 2024 rating of data science and machine learning platforms that names 8 Leaders.AltairAWSDatabricksDataikuDataRobotGoogle+2 moreForresterThe WaveJun 5, 2024AI Foundation Models For Language2024A 2024 rating of AI foundation models for language that names 3 Leaders.DatabricksGoogleNVIDIAForresterThe WaveMay 30, 2024Document Mining and Analytics Platforms2024A 2024 rating of document mining and analytics platforms that names 2 Leaders.HyperscienceOpenTextGigaOmRadarApr 30, 2024Cloud FinOps2024A 2024 rating of cloud FinOps that names one Leader.CloudBoltForresterThe WaveApr 30, 2024Data Lakehouses2024A 2024 rating of data lakehouses that names 2 Leaders.DatabricksGoogleGartnerMagic QuadrantApr 29, 2024Cloud AI Developer Services2024A 2024 rating of cloud AI developer services that names 3 Leaders.AWSGoogleMicrosoftGigaOmRadarApr 15, 2024Streaming Data Platforms2024A 2024 rating of streaming data platforms that names 8 Leaders.ClouderaConfluentGoogleHazelcastMicrosoftOracle+2 moreGigaOmRadarMar 21, 2024Cloud Observability2024A 2024 rating of cloud observability that names one Leader.DynatraceGigaOmRadarMar 20, 2024Data Access Governance2024A 2024 rating of data access governance that names one Leader.PrivaceraGartnerMagic QuadrantMar 11, 2024Augmented Data Quality Solutions2024A 2024 rating of augmented data quality solutions that names 2 Leaders.AtaccamaInformaticaGartnerMagic QuadrantFeb 19, 2024Integration Platform as a Service2024A 2024 rating of integration platform as a service that names 7 Leaders.BoomiInformaticaMicrosoftMuleSoftOracleSAP+1 moreForresterThe Wave2024Vector Databases2024A 2024 rating of vector databases that names 2 Leaders.DataStaxZillizGigaOmRadar2024Kubernetes Data Protection2024A 2024 rating of kubernetes data protection that names one Leader.VeeamGartnerMagic Quadrant2024Enterprise Backup and Recovery Software Solutions2024A 2024 rating of enterprise backup and recovery software solutions that names 2 Leaders.CommvaultVeeamForresterThe Wave2024Data Resilience Solutions2024A 2024 rating of data resilience solutions that names one Leader.CommvaultForresterThe Wave2024Enterprise Data Catalogs2024A 2024 rating of enterprise data catalogs that names one Leader.CollibraGigaOmRadar2024Cloud Resource Optimization2024A 2024 rating of cloud resource optimization that names one Leader.AkamasGigaOmRadar2024Data Lakes and Lakehouses2024A 2024 rating of data lakes and lakehouses that names 2 Leaders.ClouderaStarburstIDCMarketScape2024Worldwide MLOps Platforms2024A 2024 rating of worldwide MLOps platforms that names one Leader.DataRobotForresterThe Wave2024AI/ML Platforms2024A 2024 rating of AI/ML platforms that names one Leader.SASIDCMarketScape2024Event Brokering Software2024A 2024 rating of event brokering software that names 4 Leaders.AWSConfluentMicrosoftSolaceIDCMarketScape2024Analytic Stream Processing Software2024A 2024 rating of analytic stream processing software that names 5 Leaders.AWSConfluentDatabricksGoogleMicrosoftIDCMarketScape2024Worldwide Decision Intelligence Platforms2024A 2024 rating of worldwide decision intelligence platforms that names 4 Leaders.Aera TechnologyFICOQuantexaSASGartnerMagic QuadrantDec 18, 2023Cloud Database Management Systems2023A 2023 rating of cloud database management systems that names 8 Leaders.Alibaba CloudAWSDatabricksGoogleMicrosoftMongoDB+2 moreGartnerMagic QuadrantDec 6, 2023Data Integration Tools2023A 2023 rating of data integration tools that names 6 Leaders.DenodoInformaticaMicrosoftOracleQlikSAPForresterThe WaveDec 6, 2023Streaming Data Platforms2023A 2023 rating of streaming data platforms that names 3 Leaders.ConfluentGoogleMicrosoftGartnerMagic QuadrantDec 4, 2023Strategic Cloud Platform Services2023A 2023 rating of strategic cloud platform services that names 4 Leaders.AWSGoogleMicrosoftOracleGartnerMagic QuadrantOct 30, 2023API Management2023A 2023 rating of API management that names 7 Leaders.AxwayGoogleIBMKongMicrosoftMuleSoft+1 moreGartnerMagic QuadrantSep 27, 2023Distributed Hybrid Infrastructure2023A 2023 rating of distributed hybrid infrastructure that names 3 Leaders.MicrosoftOracleVMwareGartnerMagic QuadrantSep 20, 2023Container Management2023A 2023 rating of container management that names 4 Leaders.GoogleMicrosoftRed HatVMwareGartnerMagic QuadrantSep 18, 2023Primary Storage2023A 2023 rating of primary storage that names 6 Leaders.Hitachi VantaraHPEHuaweiInfinidatNetAppPure StorageGigaOmRadarAug 29, 2023Data Observability2023A 2023 rating of data observability that names 2 Leaders.MCMonte CarloTelmaiForresterThe WaveAug 14, 2023Integration Platforms As A Service2023A 2023 rating of integration platforms as A service that names 2 Leaders.MicrosoftWorkatoGartnerMagic QuadrantJul 10, 2023APM and Observability2023A 2023 rating of APM and observability that names 3 Leaders.DynatraceNew RelicSplunkForresterThe WaveJun 26, 2023Cloud Data Warehouses2023A 2023 rating of cloud data warehouses that names 4 Leaders.GoogleOracleSnowflakeTeradataGartnerMagic QuadrantJun 7, 2023DevOps Platforms2023A 2023 rating of DevOps platforms that names 2 Leaders.AtlassianGitLabGartnerMagic QuadrantMay 22, 2023Cloud AI Developer Services2023A 2023 rating of cloud AI developer services that names 3 Leaders.AWSGoogleMicrosoftForresterThe WaveMay 17, 2023AI Decisioning Platforms2023A 2023 rating of AI decisioning platforms that names 2 Leaders.FICOSASGartnerMagic QuadrantApr 19, 2023Analytics and Business Intelligence Platforms2023A 2023 rating of analytics and business intelligence platforms that names 3 Leaders.MicrosoftQlikSalesforce (Tableau)GigaOmRadarApr 13, 2023Streaming Data Platforms2023A 2023 rating of streaming data platforms that names one Leader.HazelcastForresterThe WaveMar 22, 2023Data Security Platforms2023A 2023 rating of data security platforms that names one Leader.MicrosoftForresterThe WaveMar 1, 2023Data Management for Analytics Platforms2023A 2023 rating of data management for analytics platforms that names 3 Leaders.GoogleIBMTeradataIDCMarketScapeFeb 27, 2023Worldwide Cloud Integration Software and Services (iPaaS)2023A 2023 rating of worldwide cloud integration software and services (iPaaS) that names 3 Leaders.BoomiInformaticaSAPGartnerMagic QuadrantJan 24, 2023Integration Platform as a Service2023A 2023 rating of integration platform as a service that names 7 Leaders.BoomiMicrosoftMuleSoftOracleSAPTIBCO+1 moreGartnerMagic Quadrant2023Distributed File Systems and Object Storage2023A 2023 rating of distributed file systems and object storage that names 4 Leaders.IBMPure StorageQumuloScalityGigaOmRadar2023Hybrid Cloud Data Protection for Large Enterprises2023A 2023 rating of hybrid cloud data protection for large enterprises that names one Leader.CommvaultGartnerMagic Quadrant2023Enterprise Backup and Recovery Software Solutions2023A 2023 rating of enterprise backup and recovery software solutions that names 2 Leaders.CommvaultVeeamForresterThe Wave2023Data Governance Solutions2023A 2023 rating of data governance solutions that names one Leader.CollibraForresterThe Wave2023Augmented Business Intelligence Platforms2023A 2023 rating of augmented business intelligence platforms that names one Leader.OracleGigaOmRadar2023Data Lakes and Lakehouses2023A 2023 rating of data lakes and lakehouses that names 2 Leaders.ClouderaStarburstIDCMarketScape2023Worldwide AI Governance Platforms2023A 2023 rating of worldwide AI governance platforms that names 4 Leaders.DataikuDataRobotIBMMicrosoftForresterThe WaveDec 15, 2022Artificial Intelligence for IT Operations (AIOps)2022A 2022 rating of artificial intelligence for IT operations (AIOps) that names one Leader.DynatraceForresterThe WaveDec 15, 2022Translytical Data Platforms2022A 2022 rating of translytical data platforms that names 4 Leaders.InterSystemsMongoDBOracleSAPGartnerMagic QuadrantDec 13, 2022Cloud Database Management Systems2022A 2022 rating of cloud database management systems that names 12 Leaders.Alibaba CloudAWSClouderaDatabricksGoogleIBM+6 moreGartnerMagic QuadrantDec 12, 2022Insight Engines2022A 2022 rating of insight engines that names 7 Leaders.CoveoElasticIBMLucidworksMicrosoftMindbreeze+1 moreGigaOmRadarDec 1, 2022Data Warehouses2022A 2022 rating of data warehouses that names one Leader.YellowbrickGartnerMagic QuadrantNov 17, 2022Full Life Cycle API Management2022A 2022 rating of full life cycle API management that names 7 Leaders.AxwayGoogleIBMKongMicrosoftMuleSoft+1 moreGartnerMagic QuadrantNov 1, 2022Data Quality Solutions2022A 2022 rating of data quality solutions that names 6 Leaders.AtaccamaIBMInformaticaQlikSAPSASForresterThe WaveOct 24, 2022API Management Solutions2022A 2022 rating of API management solutions that names 2 Leaders.AxwayGoogleGartnerMagic QuadrantOct 19, 2022Distributed File Systems and Object Storage2022A 2022 rating of distributed file systems and object storage that names 5 Leaders.Dell TechnologiesIBMPure StorageQumuloScalityGartnerMagic QuadrantOct 19, 2022Primary Storage2022A 2022 rating of primary storage that names 8 Leaders.Dell TechnologiesHitachi VantaraHPEHuaweiIBMInfinidat+2 moreForresterThe WaveSep 14, 2022Cloud Cost Management and Optimization2022A 2022 rating of cloud cost management and optimization that names 2 Leaders.FlexeraIBM (Apptio Cloudability)GartnerMagic QuadrantAug 1, 2022Enterprise Backup and Recovery Software Solutions2022A 2022 rating of enterprise backup and recovery software solutions that names 2 Leaders.CommvaultVeeamGartnerMagic QuadrantJun 13, 2022APM and Observability2022A 2022 rating of APM and observability that names 2 Leaders.DynatraceNew RelicGartnerMagic QuadrantMay 23, 2022Cloud AI Developer Services2022A 2022 rating of cloud AI developer services that names 3 Leaders.AWSGoogleMicrosoftQKS GroupSPARK MatrixApr 10, 2022Data Science and Machine Learning Platform2022A 2022 rating of data science and machine learning platform that names one Leader.DataRobotGartnerMagic QuadrantMar 28, 2022Analytics and Business Intelligence Platforms2022A 2022 rating of analytics and business intelligence platforms that names 3 Leaders.MicrosoftQlikSalesforce (Tableau)GigaOmRadarMar 18, 2022Streaming Data Platforms2022A 2022 rating of streaming data platforms that names one Leader.ClouderaGartnerMagic QuadrantJan 24, 2022Enterprise Conversational AI Platforms2022A 2022 rating of enterprise conversational AI platforms that names 2 Leaders.AmeliaOneReach.aiGartnerMagic Quadrant2022Cloud Infrastructure and Platform Services2022A 2022 rating of cloud infrastructure and platform services that names 3 Leaders.AWSGoogleMicrosoftForresterThe Wave2022Public Cloud Container Platforms2022A 2022 rating of public cloud container platforms that names one Leader.GoogleGigaOmRadar2022Kubernetes Data Protection2022A 2022 rating of kubernetes data protection that names one Leader.CommvaultGartnerMagic Quadrant2022Data Integration Tools2022A 2022 rating of data integration tools that names 7 Leaders.DenodoIBMInformaticaMicrosoftOracleQlik+1 moreIDCMarketScape2022Worldwide Machine Learning Operations Platforms2022A 2022 rating of worldwide machine learning operations platforms that names 2 Leaders.DataRobotMicrosoftForresterThe Wave2022AI/ML Platforms2022A 2022 rating of AI/ML platforms that names one Leader.DataRobotGartnerMagic QuadrantDec 14, 2021Cloud Database Management Systems2021A 2021 rating of cloud database management systems that names 10 Leaders.Alibaba CloudAWSDatabricksGoogleIBMMicrosoft+4 moreGartnerMagic QuadrantNov 4, 2021Enterprise Integration Platform as a Service2021A 2021 rating of enterprise integration platform as a service that names 8 Leaders.BoomiInformaticaMicrosoftMuleSoftOracleSAP+2 moreGartnerMagic QuadrantOct 11, 2021Primary Storage2021A 2021 rating of primary storage that names 8 Leaders.Dell TechnologiesHitachi VantaraHPEHuaweiIBMInfinidat+2 moreForresterThe WaveOct 5, 2021Enterprise iPaaS2021A 2021 rating of enterprise iPaaS that names 2 Leaders.MicrosoftMuleSoftGartnerMagic QuadrantOct 1, 2021Distributed File Systems and Object Storage2021A 2021 rating of distributed file systems and object storage that names 5 Leaders.Dell TechnologiesIBMPure StorageQumuloScalityGartnerMagic QuadrantSep 28, 2021Full Life Cycle API Management2021A 2021 rating of full life cycle API management that names 7 Leaders.AxwayGoogleIBMKongMicrosoftMuleSoft+1 moreGigaOmRadarAug 6, 2021Data Warehouses2021A 2021 rating of data warehouses that names one Leader.MicrosoftForresterThe WaveJun 7, 2021Streaming Analytics2021A 2021 rating of streaming analytics that names 5 Leaders.GoogleMicrosoftOracleSASTIBCOGartnerMagic QuadrantApr 9, 2021Application Performance Monitoring2021A 2021 rating of application performance monitoring that names 4 Leaders.Cisco AppDynamicsDatadogDynatraceNew RelicForresterThe WaveMar 24, 2021Cloud Data Warehouses2021A 2021 rating of cloud data warehouses that names 6 Leaders.AWSGoogleMicrosoftOracleSnowflakeTeradataGartnerMagic QuadrantMar 22, 2021Insight Engines2021A 2021 rating of insight engines that names one Leader.IBMGartnerMagic QuadrantMar 1, 2021Data Science and Machine Learning Platforms2021A 2021 rating of data science and machine learning platforms that names 6 Leaders.DatabricksDataikuIBMMathWorksSASTIBCOGartnerMagic QuadrantFeb 24, 2021Cloud AI Developer Services2021A 2021 rating of cloud AI developer services that names 3 Leaders.GoogleIBMMicrosoftGartnerMagic QuadrantFeb 15, 2021Analytics and Business Intelligence Platforms2021A 2021 rating of analytics and business intelligence platforms that names 3 Leaders.MicrosoftQlikSalesforce (Tableau)GartnerMagic Quadrant2021Cloud Infrastructure and Platform Services2021A 2021 rating of cloud infrastructure and platform services that names 3 Leaders.AWSGoogleMicrosoftGigaOmRadar2021Hybrid Cloud Data Protection2021A 2021 rating of hybrid cloud data protection that names one Leader.CommvaultGartnerMagic Quadrant2021Enterprise Backup and Recovery Software Solutions2021A 2021 rating of enterprise backup and recovery software solutions that names one Leader.CommvaultGartnerMagic Quadrant2021Master Data Management Solutions2021A 2021 rating of master data management solutions that names 4 Leaders.InformaticaSemarchySyndigo (Riversand)TIBCOGartnerMagic Quadrant2021Data Quality Solutions2021A 2021 rating of data quality solutions that names 7 Leaders.AtaccamaIBMInformaticaPreciselyQlikSAP+1 moreGartnerMagic Quadrant2021Data Integration Tools2021A 2021 rating of data integration tools that names 7 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platform as a service that names 9 Leaders.BoomiInformaticaJitterbitMicrosoftMuleSoftOracle+3 moreGartnerMagic QuadrantSep 22, 2020Full Life Cycle API Management2020A 2020 rating of full life cycle API management that names 7 Leaders.AxwayGoogleIBMKongMicrosoftMuleSoft+1 moreForresterThe WaveSep 15, 2020Multicloud Container Development Platforms2020A 2020 rating of multicloud container development platforms that names 3 Leaders.GoogleRancherRed HatGartnerMagic QuadrantSep 1, 2020Cloud Infrastructure and Platform Services2020A 2020 rating of cloud infrastructure and platform services that names 3 Leaders.AWSGoogleMicrosoftForresterThe WaveAug 4, 2020API Management Solutions2020A 2020 rating of API management solutions that names 5 Leaders.AxwayGoogleIBMSoftware AGWSO2ForresterThe WaveJun 23, 2020Continuous Delivery and Release Automation2020A 2020 rating of continuous delivery and release automation that names 3 Leaders.CloudBeesDigital.aiIBMGartnerMagic QuadrantFeb 24, 2020Cloud AI 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Leader.CommvaultGartnerMagic Quadrant2020Application Performance Monitoring2020A 2020 rating of application performance monitoring that names 3 Leaders.Cisco AppDynamicsDynatraceNew RelicGartnerMagic Quadrant2020Data Quality Solutions2020A 2020 rating of data quality solutions that names 6 Leaders.IBMInformaticaPreciselyQlikSAPSASGartnerMagic Quadrant2020Data Integration Tools2020A 2020 rating of data integration tools that names 7 Leaders.DenodoIBMInformaticaOracleQlikSAP+1 more