Quadrantby GlyphDataRobot analyst placements
12 placements · 9 top-tier · 2020 to 2026 · datarobot.com
Year by year
Data science and ML platforms
Data science and ML platforms
Data science and ML platforms
AI governance
AI governance
Every placement, with its source
Gartner5 placements
2026 Gartner Magic Quadrant for AI Platforms for Data Science and Machine Learning
AI Platforms for Data Science and Machine LearningSource ↗
2025 Gartner Magic Quadrant for Data Science and Machine Learning Platforms
Data Science and Machine Learning PlatformsSource ↗
2024 Gartner Magic Quadrant for Data Science and Machine Learning Platforms
Data Science and Machine Learning PlatformsSource ↗
2021 Gartner Magic Quadrant for Data Science and Machine Learning Platforms
Data Science and Machine Learning PlatformsSource ↗
2020 Gartner Magic Quadrant for Data Science and Machine Learning Platforms
Data Science and Machine Learning PlatformsSource ↗
IDC4 placements
IDC MarketScape: Worldwide Unified AI Governance Platforms 2025-2026 Vendor Assessment
Worldwide Unified AI Governance PlatformsSource ↗
IDC MarketScape: Worldwide MLOps Platforms 2024 Vendor Assessment
Worldwide MLOps PlatformsSource ↗
IDC MarketScape: Worldwide AI Governance Platforms 2023 Vendor Assessment
Worldwide AI Governance PlatformsSource ↗
IDC MarketScape: Worldwide Machine Learning Operations Platforms 2022 Vendor Assessment
Worldwide Machine Learning Operations PlatformsSource ↗
Forrester2 placements
The Forrester Wave: AI Governance Solutions, Q3 2025
AI Governance SolutionsSource ↗
The Forrester Wave: AI/ML Platforms, Q3 2022
AI/ML PlatformsSource ↗
QKS Group1 placement
SPARK Matrix: Data Science and Machine Learning Platform, 2022
Data Science and Machine Learning PlatformSource ↗
About this vendor
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.