Forrester The Forrester Wave reports
Leaders · Strong Performers · Contenders · Challengers · marks: Customer Favorite
Reports
API Management Software2026A 2026 rating of API management software that names 4 Leaders.
IBM
Kong
MuleSoft
WSO2AI Platforms2026A 2026 rating of AI platforms that names 3 Leaders.
C3.ai
Google
PegasystemsMultimodel Data Platforms2026A 2026 rating of multimodel data platforms that names 2 Leaders.
EDB
MongoDBDocument Mining and Analytics Platforms2026A 2026 rating of document mining and analytics platforms that names one Leader.
HyperscienceConversational AI Platforms For Customer Service2026A 2026 rating of conversational AI platforms for customer service that names 3 Leaders.
Kore.ai
NiCE
OmiliaSovereign Cloud Platforms2026A 2026 rating of sovereign cloud platforms that names 3 Leaders.
AWS
Google
MicrosoftData Quality Solutions2026A 2026 rating of data quality solutions that names one Leader.
AtaccamaPublic Cloud Platforms2026A 2026 rating of public cloud platforms that names one Leader.
GoogleConversational AI Platforms For Employee Services2026A 2026 rating of conversational AI platforms for employee services that names 2 Leaders.
Atlassian
Kore.aiData Lakehouses2026A 2026 rating of data lakehouses that names one Leader.
ClouderaSensitive Data Discovery And Classification Solutions2026A 2026 rating of sensitive data discovery and classification solutions that names 2 Leaders.
BigID
CyeraStreaming Data Platforms2025A 2025 rating of streaming data platforms that names 4 Leaders.
Confluent
Google
Microsoft
VervericaIntegration Platform As A Service2025A 2025 rating of integration platform as A service that names 3 Leaders.
Boomi
IBM
WorkatoMaster Data Management Solutions2025A 2025 rating of master data management solutions that names one Leader.
SAPValue Stream Management Solutions2025A 2025 rating of value stream management solutions that names 3 Leaders.
Atlassian
Planview
ServiceNowDevOps Platforms2025A 2025 rating of DevOps platforms that names 4 Leaders.
Atlassian
GitLab
Harness
MicrosoftAIOps Platforms2025A 2025 rating of AIOps platforms that names one Leader.
DynatraceData Security Platforms2025A 2025 rating of data security platforms that names one Leader.
VaronisData Governance Solutions2025A 2025 rating of data governance solutions that names one Leader.
CollibraData Management for Analytics Platforms2025A 2025 rating of data management for analytics platforms that names 2 Leaders.
Google
TeradataAI Decisioning Platforms2025A 2025 rating of AI decisioning platforms that names 3 Leaders.
FICO
Pegasystems
SapiensAI Governance Solutions2025A 2025 rating of AI governance solutions that names 2 Leaders.
Credo AI
IBMTranslytical Data Platforms2024A 2024 rating of translytical data platforms that names 3 Leaders.
Google
MongoDB
OracleCloud Cost Management and Optimization Solutions2024A 2024 rating of cloud cost management and optimization solutions that names 3 Leaders.
Flexera
IBM
VMware Tanzu CloudHealthAPI Management Software2024A 2024 rating of API management software that names 5 Leaders.
Axway
IBM
MuleSoft
Software AG
WSO2AI Foundation Models For Language2024A 2024 rating of AI foundation models for language that names 3 Leaders.
Databricks
Google
NVIDIADocument Mining and Analytics Platforms2024A 2024 rating of document mining and analytics platforms that names 2 Leaders.
Hyperscience
OpenTextData Lakehouses2024A 2024 rating of data lakehouses that names 2 Leaders.
Databricks
GoogleVector Databases2024A 2024 rating of vector databases that names 2 Leaders.
DataStax
ZillizData Resilience Solutions2024A 2024 rating of data resilience solutions that names one Leader.
CommvaultEnterprise Data Catalogs2024A 2024 rating of enterprise data catalogs that names one Leader.
CollibraAI/ML Platforms2024A 2024 rating of AI/ML platforms that names one Leader.
SASStreaming Data Platforms2023A 2023 rating of streaming data platforms that names 3 Leaders.
Confluent
Google
MicrosoftIntegration Platforms As A Service2023A 2023 rating of integration platforms as A service that names 2 Leaders.
Microsoft
WorkatoCloud Data Warehouses2023A 2023 rating of cloud data warehouses that names 4 Leaders.
Google
Oracle
Snowflake
TeradataAI Decisioning Platforms2023A 2023 rating of AI decisioning platforms that names 2 Leaders.
FICO
SASData Security Platforms2023A 2023 rating of data security platforms that names one Leader.
MicrosoftData Management for Analytics Platforms2023A 2023 rating of data management for analytics platforms that names 3 Leaders.
Google
IBM
TeradataData Governance Solutions2023A 2023 rating of data governance solutions that names one Leader.
CollibraAugmented Business Intelligence Platforms2023A 2023 rating of augmented business intelligence platforms that names one Leader.
OracleArtificial Intelligence for IT Operations (AIOps)2022A 2022 rating of artificial intelligence for IT operations (AIOps) that names one Leader.
DynatraceTranslytical Data Platforms2022A 2022 rating of translytical data platforms that names 4 Leaders.
InterSystems
MongoDB
Oracle
SAPAPI Management Solutions2022A 2022 rating of API management solutions that names 2 Leaders.
Axway
GoogleCloud Cost Management and Optimization2022A 2022 rating of cloud cost management and optimization that names 2 Leaders.
Flexera
IBM (Apptio Cloudability)Public Cloud Container Platforms2022A 2022 rating of public cloud container platforms that names one Leader.
GoogleAI/ML Platforms2022A 2022 rating of AI/ML platforms that names one Leader.
DataRobotEnterprise iPaaS2021A 2021 rating of enterprise iPaaS that names 2 Leaders.
Microsoft
MuleSoftStreaming Analytics2021A 2021 rating of streaming analytics that names 5 Leaders.
Google
Microsoft
Oracle
SAS
TIBCOCloud Data Warehouses2021A 2021 rating of cloud data warehouses that names 6 Leaders.
AWS
Google
Microsoft
Oracle
Snowflake
TeradataDigital Decisioning Platforms2020A 2020 rating of digital decisioning platforms that names one Leader.
ACTICOGraph Data Platforms2020A 2020 rating of graph data platforms that names 3 Leaders.
Neo4j
Oracle
TigerGraphMulticloud Container Development Platforms2020A 2020 rating of multicloud container development platforms that names 3 Leaders.
Google
Rancher
Red HatAPI Management Solutions2020A 2020 rating of API management solutions that names 5 Leaders.
Axway
Google
IBM
Software AG
WSO2Continuous Delivery and Release Automation2020A 2020 rating of continuous delivery and release automation that names 3 Leaders.
CloudBees
Digital.ai
IBMData Management for Analytics Platforms2020A 2020 rating of data management for analytics platforms that names 2 Leaders.
Google
Teradata
About this framework
Tiers, best first: 1. Leaders; 2. Strong Performers; 3. Contenders; 4. Challengers. Extra marks a placement can carry: Customer Favorite.
Placements as each vendor or analyst firm publicly announced them; the tracker lists tiers only, never a report's chart or the positions inside a tier. Not affiliated with or endorsed by Forrester.