Hightouch is aimed at enterprise marketing teams looking to activate customer data through AI and existing data infrastructure.
Free plan Free trial From $350 a month AndroidiPhone & iPadWebAPI
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Best Identity Resolution Software 2026
Facts read 21 Sep 2026 – 15 Oct 2026
When customer or company information sits across different records, identity resolution software can help identify which records may refer to the same entity. Compared on matching approach, household matching, and organization matching, these entries also distinguish between batch file import and real-time API access. Included records, free-plan availability, and paid-from pricing provide additional scope and cost details to weigh. Treasure AI Composable CDP, NVECTA, and Hightouch are among the options, alongside InterSystems IRIS and Splink. Consider which matching capabilities and data access methods align with the records and workflows you need to manage.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 Hightouch | Hightouch is aimed at enterprise marketing teams looking to activate customer data through AI and existing data infrastructure. | 6.0 | $350 a month | Free plan | Android, iPhone & iPad, Web, API | 15 Oct 2026 |
| 02 Splink | Splink suits Python users linking or deduplicating records without unique identifiers, especially when data is standardized across multiple columns. | 5.4 | Free plan | Free plan | Windows, Mac, Linux, API | 15 Oct 2026 |
| 03 Senzing Entity Resolution | Senzing may suit teams in financial services, healthcare, public sector, insurance, and technology, as well as teams building agentic AI systems that need to resolve… | 5.2 | $58,560 a year | Free plan | Web, Windows, Mac, Linux | 4 Oct 2026 |
| 04 Zingg | Zingg suits analytics engineers and data scientists who need to match records and unify siloed data. | 5.2 | Free plan | Free plan | Mac, Linux, API, Self-hosted | 15 Oct 2026 |
| 05 Open Client Registry (OpenCR) | OpenCR is intended as a community project for organizations to adapt to their use cases. | 4.7 | Free plan | Free plan | Web, Windows, Mac, Linux | 7 Oct 2026 |
| 06 pyJedAI | pyJedAI suits developers and research users working on entity resolution, record linkage, or link discovery in Python. | 4.5 | Free plan | Free plan | Windows, Linux, Self-hosted | 4 Oct 2026 |
| 07 LiveRamp RampID | 4.3 | $150,000 a year | — | Web, API | 5 Oct 2026 | |
| 08 NVECTA | NVECTA is aimed at marketers and businesses seeking unified customer data and personalized engagement. | 4.2 | — | — | Android, iPhone & iPad, Web, API | 9 Oct 2026 |
| 09 Equifax Identity Matching | It is aimed at financial services, telecommunications, utilities and other consumer service providers seeking to connect customer records. | 4.0 | Free plan | Free plan | API | 7 Oct 2026 |
| 10 AWS Entity Resolution | AWS Entity Resolution may suit teams that need to connect related records across data stores and applications. | 3.9 | — | — | Web, API | 9 Oct 2026 |
02
Splink
Splink suits Python users linking or deduplicating records without unique identifiers, especially when data is standardized across multiple columns.
WindowsMacLinux+2 Record5.4 Visit
03
Senzing Entity Resolution
Senzing may suit teams in financial services, healthcare, public sector, insurance, and technology, as well as teams building agentic AI systems that need to resolve…
WebWindowsMac+3 Record5.2 Visit
04
Zingg
Zingg suits analytics engineers and data scientists who need to match records and unify siloed data.
MacLinuxAPI+1 Record5.2 Visit
05
Open Client Registry (OpenCR)
OpenCR is intended as a community project for organizations to adapt to their use cases.
WebWindowsMac+3 Record4.7 Visit
6
pyJedAI
WindowsLinuxSelf-hosted Free plan Record4.5 Visit pyJedAI suits developers and research users working on entity resolution, record linkage, or link discovery in Python.
8
NVECTA
AndroidiPhone & iPadWeb+1 — Record4.2 Visit NVECTA is aimed at marketers and businesses seeking unified customer data and personalized engagement.
9
Equifax Identity Matching
API Free plan Record4.0 Visit It is aimed at financial services, telecommunications, utilities and other consumer service providers seeking to connect customer records.
10
AWS Entity Resolution
WebAPI — Record3.9 Visit AWS Entity Resolution may suit teams that need to connect related records across data stores and applications.
14
DinMo
WebAPI — Record3.7 Visit DinMo suits marketing and business teams that need to activate warehouse data without a technical background.
16
Quantexa Entity Resolution
WebAPISelf-hosted — Record3.6 Visit It is aimed at enterprises and government agencies working to connect data about people, organizations or places.
17
Tamr
WebAPISelf-hosted — Record3.6 Visit Tamr suits mid-sized organizations and large enterprises in sectors such as financial services, healthcare, manufacturing, retail, and technology.
20
Semcasting Identity Graph
API — Record3.5 Visit The product is described for enterprise brands and first-party data owners, including data companies, retailers, healthcare organizations, and banks and lenders.
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