Data quality
Profiling, cleansing and monitoring data quality. Evaluated by Gartner Magic Quadrant, The Forrester Wave, 2020 to 2026: 7 reports, 19 vendors. Each firm below runs newest first, with who moved since its edition before.
Augmented Data Quality Solutions
Gartner Magic Quadrant · 6 editions, 2020 to 2026
2026
2026-02-11
2026 Gartner Magic Quadrant for Augmented Data Quality Solutions4 Leaders, 1 in other tiers
Ataccama
IBM
Informatica
Qlik
Changes since 2025
DQLabs · New in Visionaries
2025
2025-03-10
2025 Gartner Magic Quadrant for Augmented Data Quality Solutions3 Leaders
Changes since 2024
2024
2024-03-11
2024 Gartner Magic Quadrant for Augmented Data Quality Solutions2 Leaders
Changes since 2022
SAP · No longer a Leader
SAS · No longer a Leader
2022
2022-11-01
2022 Gartner Magic Quadrant for Data Quality Solutions6 Leaders
Changes since 2021
Precisely · No longer a Leader
2021
2021 Gartner Magic Quadrant for Data Quality Solutions7 Leaders, 8 in other tiers
Changes since 2020
Redpoint Global · Up: Niche Players to Challengers
MIOsoft · Down: Visionaries to Niche Players
Datactics · New in Niche Players
TIBCO · New in Visionaries
Infogix · Dropped (was Visionaries)
Information Builders · Dropped (was Visionaries)
Oracle · Dropped (was Challengers)
2020
2020 Gartner Magic Quadrant for Data Quality Solutions6 Leaders, 10 in other tiers
Every vendor, year by year
| Vendor | 2020 | 2021 | 2022 | 2024 | 2025 | 2026 |
|---|---|---|---|---|---|---|
| Leaders | Leaders | Leaders | Leaders | Leaders | Leaders | |
| Visionaries | Leaders | Leaders | Leaders | Leaders | Leaders | |
| Leaders | Leaders | Leaders | · | Leaders | Leaders | |
| Leaders | Leaders | Leaders | · | · | Leaders | |
| · | · | · | · | · | Visionaries | |
| Leaders | Leaders | Leaders | · | · | · | |
| Leaders | Leaders | Leaders | · | · | · | |
| Leaders | Leaders | · | · | · | · | |
| Challengers | Challengers | · | · | · | · | |
| Challengers | Challengers | · | · | · | · | |
| Niche Players | Challengers | · | · | · | · | |
| Visionaries | Niche Players | · | · | · | · | |
| Challengers | · | · | · | · | · | |
| Visionaries | · | · | · | · | · | |
| Visionaries | · | · | · | · | · | |
| Niche Players | Niche Players | · | · | · | · | |
| Niche Players | Niche Players | · | · | · | · | |
| · | Visionaries | · | · | · | · | |
| · | Niche Players | · | · | · | · |
LeadersChallengersVisionariesNiche Players· not placed
Data Quality Solutions
The Forrester Wave · 1 edition, 2026
2026
2026-03-29
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.