10 Best SAP Data Migration Tools of 2026

1. 1

   SAP Advanced Data Migration and Management by Syniti

   A data migration and data quality platform from Syniti, sold by SAP as a solution extension for every SAP S/4HANA transition scenario.

   8.4overall

   A data migration and data quality platform from Syniti, sold by SAP as a solution extension for every SAP S/4HANA transition scenario.

   Best forlarge SAP programs that need data quality, reconciliation and reusable mappings across migration waves

   Adoption data

   5,000Syniti says its SAP data migration work has passed 5,000 go-lives; Capgemini completed its acquisition of Syniti in December 2024.

   Syniti, SAP S/4HANA Data Migration (2026): “With 5,000+ go-lives and counting, we are a pure-play data company that’s focused on data all day, every day.”

   SAP Advanced Data Migration and Management (SAP ADMM) is Syniti's platform resold by SAP as a premium certified solution extension, and Syniti describes it as SAP's solution of choice for all S/4HANA transition scenarios. It goes past extract, transform and load: the Syniti Knowledge Platform adds data quality, matching, catalog, governance and master data modules, and it stores mappings and business rules so later waves reuse them. Syniti says it has more than 5,000 go-lives and publishes an IDC figure of 314% ROI, which is a vendor-commissioned number rather than an independent benchmark. Capgemini completed its purchase of Syniti in December 2024, adding a team of 1,200+ data experts to its SAP practice. The trade-offs are price transparency and delivery model: licenses are quote-based, and most projects come with Syniti or partner consultants. For a large SAP S/4HANA program where bad master data is the main risk, it is the most complete package we found. We compared documented features and published prices and did not run the software.

   Strengths

   • +Bought on SAP paper, so procurement can stay with SAP
   • +Syniti cites more than 5,000 go-lives
   • +Data quality work continues after cutover on the same platform

   Limitations

   • −No public price list
   • −Benefit figures on the vendor page come from an IDC study Syniti commissioned
   • −Usually delivered with consulting services, which adds cost

   SummarySAP ADMM by Syniti is the best choice for enterprises moving to SAP S/4HANA because SAP itself resells it as a premium certified solution extension for every transition scenario. Expect a quote-based license and a services-led project.

2. 2

   SAP S/4HANA Migration Cockpit

   SAP's built-in tool for loading legacy business data into SAP S/4HANA through the Migrate Your Data app.

   8.3overall

   SAP's built-in tool for loading legacy business data into SAP S/4HANA through the Migrate Your Data app.

   Best forSAP S/4HANA projects that load standard master and transactional data objects

   Adoption data

   29%SAP does not report usage of this tool separately; it said Cloud ERP Suite revenue, which covers SAP S/4HANA Cloud, grew 29% in the third quarter of 2026.

   SAP, SAP Quarterly Statement Q3 2026 (Form 6-K, Exhibit 99.1) (2026): “Cloud ERP Suite revenue up 29% and up 28% at constant currencies”

   The SAP S/4HANA Migration Cockpit is the tool SAP itself describes as the primary way to migrate business data from legacy systems into SAP S/4HANA Cloud, and it supports both SAP and non-SAP sources. Users open it through the Migrate Your Data app. There are two methods. With staging tables, you fill XML or CSV templates or point the cockpit at a remote SAP HANA schema that an ETL tool or SAP Data Services populates, and the cockpit moves the records into S/4HANA. With direct transfer, the cockpit connects to a compatible SAP ERP system over RFC and converts data to the S/4HANA model during the load. Records go through the same APIs and validation checks as the standard apps, which keeps loaded data consistent. SAP's own course notes that template loads get labor-intensive at volume, and the cockpit offers little cleansing or matching, so large programs pair it with another tool. We compared documented features and published prices and did not run the software.

   Strengths

   • +Part of SAP S/4HANA, so no separate vendor contract
   • +Loads through SAP's own APIs and validation checks
   • +Handles SAP and non-SAP sources

   Limitations

   • −Template loads become labor-intensive for very large datasets, as SAP's course notes
   • −Limited data cleansing compared with Syniti or Data Services
   • −High-volume remote staging needs a separate HANA database and ETL work

   SummaryThe SAP S/4HANA Migration Cockpit is the best choice for loading standard objects into S/4HANA because it uses SAP's own APIs and validation checks. Add an ETL or data quality tool for large or messy legacy data.

3. 3

   SNP Kyano

   SNP's data migration and management platform, with Kyano CrystalBridge for selective, table-to-table SAP-to-SAP moves.

   8.3overall

   SNP's data migration and management platform, with Kyano CrystalBridge for selective, table-to-table SAP-to-SAP moves.

   Best forSAP ECC customers planning a selective data transition or carve-out

   Adoption data

   3,000SNP says it has more than 3,000 customers and more than 16,500 completed projects.

   SNP Group, SNP Group homepage (2026): “3,000+ Customers 16,500+ Successful projects”

   SNP Kyano is a platform for analyzing, moving and retiring SAP data, and its migration engine, Kyano CrystalBridge, is built for SAP-to-SAP transitions. CrystalBridge works table to table and ships with prepared analyses, predefined project plans and hundreds of transformation objects, so teams can move selected company codes, years or business units into S/4HANA rather than converting everything or starting empty. SNP says the cutover runs with near-zero downtime for both big bang and wave-based approaches, and SNP is a member of SAP's Selective Data Transition Engagement community. The wider Kyano suite adds Kyano Validate for data verification, Kyano Datafridge and Outboard for archiving, and tools for carve-outs and decommissioning. SNP reports more than 3,000 customers and 16,500 projects. Pricing is not published, and most work runs through SNP or partner teams. It fits best when your source is SAP ECC and you want to keep history selectively. We compared documented features and published prices and did not run the software.

   Strengths

   • +SNP reports 16,500+ projects and 3,000+ customers
   • +Built for selective data transition, not only greenfield loads
   • +Archiving and decommissioning tools sit on the same platform

   Limitations

   • −No public pricing
   • −Focus is SAP-to-SAP; non-SAP legacy sources need other Kyano products or partners
   • −Project delivery usually involves SNP or partner consultants

   SummarySNP Kyano is the best choice for SAP ECC customers who want a selective move to S/4HANA because CrystalBridge migrates table to table with near-zero downtime. Look elsewhere if most of your legacy data sits outside SAP.

4. 4

   Informatica Cloud Data Integration

   Informatica's cloud ETL service, part of Salesforce since 2025, with SAP Table, ODP, OData and HANA connectors.

   8.1overall

   Informatica's cloud ETL service, part of Salesforce since 2025, with SAP Table, ODP, OData and HANA connectors.

   Best forenterprises that already run Informatica and need SAP and non-SAP data in one pipeline tool

   Adoption data

   $968.6 millionInformatica reported Cloud Subscription ARR of $968.6 million for the quarter ended September 30, 2025, up 29.5% from a year earlier, in its last quarterly report before Salesforce acquired it.

   Informatica, Informatica Reports Third Quarter 2025 Financial Results (Form 8-K, Exhibit 99.1) (2025): “Cloud Subscription ARR increased to $968.6 million, representing 29.5% year-over-year growth”

   Informatica Cloud Data Integration is a general enterprise ETL service with deep SAP connectivity. Its SAP Table connector reads transparent, cluster and pool tables, views, ABAP CDS views and Advanced DataStore Objects through ABAP, and it can run delta extraction from SAP change documents in the CDHDR and CDPOS tables. An ODP connector pulls deltas from the Operational Delta Queue, OData connectors can create, read, update and delete entities on SAP services, and the Cloud Data Ingestion and Replication service adds change capture with HANA database triggers. That makes it useful for both pulling data out of ECC and writing cleansed records toward S/4HANA through OData. Informatica's wider platform includes data quality, catalog and master data management, and it reported $968.6 million in cloud subscription ARR before Salesforce bought it. Prices are quote-based, with a 30-day trial. It has no packaged S/4HANA methodology, so it fits teams with in-house Informatica skills. We compared documented features and published prices and did not run the software.

   Strengths

   • +Several SAP extraction methods in one platform
   • +Data quality, catalog and MDM available in the same cloud
   • +Largest disclosed cloud subscription business among ETL vendors here

   Limitations

   • −No public USD prices
   • −Change data capture for some SAP methods sits in a separate ingestion service
   • −Not a dedicated S/4HANA migration methodology like Syniti or SNP

   SummaryInformatica Cloud Data Integration is the best choice for enterprises already on Informatica because one platform covers SAP Table, ODP, OData and HANA extraction plus data quality. It lacks packaged S/4HANA migration content.

5. 5

   SAP Data Services

   SAP's on-premises ETL and data quality tool, commonly used to cleanse legacy data and fill Migration Cockpit staging tables.

   8.1overall

   SAP's on-premises ETL and data quality tool, commonly used to cleanse legacy data and fill Migration Cockpit staging tables.

   Best forSAP shops that want SAP's own ETL and data quality engine on premises

   Adoption data

   29%SAP does not report usage of this tool separately; it said Cloud ERP Suite revenue, which covers SAP S/4HANA Cloud, grew 29% in the third quarter of 2026.

   SAP, SAP Quarterly Statement Q3 2026 (Form 6-K, Exhibit 99.1) (2026): “Cloud ERP Suite revenue up 29% and up 28% at constant currencies”

   SAP Data Services is SAP's long-standing ETL and data quality product, deployed on premises and sold by quote. It connects natively to SAP and third-party sources and targets, standardizes, corrects and matches records to remove duplicates, and keeps business rules in a central repository so transformations can be reused. Dashboards show how data quality problems affect downstream systems, and parallel processing, grid computing and bulk loading handle large volumes. In S/4HANA programs it often sits in front of the Migration Cockpit: SAP's own training material names Data Services as a way to populate a remote SAP HANA staging schema that the cockpit then loads. That pairing gives SAP-only tooling from source cleansing to final load. The downsides are deployment and age: it runs on premises, licenses are quoted, and teams need specific Data Services skills. If your SAP contract already includes it, it is a sensible default ETL layer. We compared documented features and published prices and did not run the software.

   Strengths

   • +Named by SAP as an option for filling remote Migration Cockpit staging tables
   • +Combines ETL with data cleansing and matching
   • +Text processing for unstructured data

   Limitations

   • −On-premises deployment only on the product page
   • −Quote-based pricing
   • −Older interface and skills profile than cloud ETL services

   SummarySAP Data Services is the best choice for SAP-centric teams that want one vendor from cleansing to load because SAP documents it as a feeder for Migration Cockpit staging tables. Cloud-first teams may prefer a managed service.

6. 6

   Fivetran

   A managed ELT service with SAP ERP on HANA, SAP ECC on Oracle and SAP OData connectors.

   8.0overall

   A managed ELT service with SAP ERP on HANA, SAP ECC on Oracle and SAP OData connectors.

   Best fordata teams replicating SAP ECC or S/4HANA tables into a warehouse for reconciliation and analytics

   Adoption data

   $600MFivetran said its merger with dbt Labs, announced in October 2025, would form a company approaching $600 million in annual recurring revenue.

   Fivetran, Fivetran and dbt Labs Unite to Set the Standard for Open Data Infrastructure (2025): “Following close of the transaction, the combined company will be approaching $600M in annual recurring revenue (ARR).”

   Fivetran is a managed ELT service, and for SAP it offers an SAP ERP on HANA connector that covers S/4HANA on premise and on RISE, ECC on HANA and BW on HANA, plus separate connectors for ECC on Oracle and SAP OData. The HANA connector can connect through the NetWeaver application server with RFC calls and Fivetran's own ABAP function modules, or straight to the HANA database over JDBC. It captures changes on column-store tables and fully extracts row-store tables and CDS views. In a migration, Fivetran's role is on the source and reconciliation side: copy ECC into a warehouse to profile data, compare before and after counts, and keep history available once the old system is retired. It does not load into S/4HANA. Pricing starts with a $5 base charge per standard connection plus row usage, but the SAP ERP on HANA connector needs an Enterprise or Business Critical plan, so real SAP costs are higher. We compared documented features and published prices and did not run the software.

   Strengths

   • +Fully managed SAP replication with schema handling
   • +Supports S/4HANA on RISE as a source
   • +14-day free trial per connector

   Limitations

   • −Moves data out of SAP; it does not load into S/4HANA
   • −SAP ERP on HANA connector needs an Enterprise or Business Critical plan
   • −Row-based billing is hard to forecast on busy SAP tables

   SummaryFivetran is the best choice for replicating SAP ECC or S/4HANA into a warehouse because its SAP ERP on HANA connector supports both RFC and direct HANA connections. Budget for an Enterprise plan.

7. 7

   AWS Glue

   AWS's serverless Spark ETL service, with a native SAP OData connector that can read from and write to SAP.

   7.9overall

   AWS's serverless Spark ETL service, with a native SAP OData connector that can read from and write to SAP.

   Best forteams on AWS that stage SAP migration data in S3 and want pay-per-use ETL

   Adoption data

   $46.0 billionAWS does not report Glue usage separately; its AWS segment had sales of $46.0 billion in the third quarter of 2026, up 39% year over year.

   Amazon, Amazon.com Announces Third Quarter Results (2026): “AWS segment sales increased 39% year-over-year to $46.0 billion.”

   AWS Glue is Amazon's serverless Spark ETL service, and it includes a native SAP OData connector. The connector reads OData services, including ODP-based ones with a state management script for incremental loads, and it can also write to SAP OData entity sets with INSERT and UPDATE operations. Glue also has an SAP HANA target node. For a migration, that means a team can extract legacy data, stage and transform it in S3 with Spark, and post records to S/4HANA through released OData APIs, all billed at $0.44 per DPU-hour of job time. The limits are clear: SAP access is OData only, with no RFC or table-level reads, and there is no packaged mapping, cleansing or reconciliation content, so engineers build those steps in code. AWS does not report Glue usage, so its adoption score rests on the AWS segment, which grew 39% to $46.0 billion in the third quarter of 2026. We compared documented features and published prices and did not run the software.

   Strengths

   • +Can write into SAP through OData, not only read
   • +Pay-per-use at $0.44 per DPU-hour
   • +Runs inside existing AWS accounts and IAM

   Limitations

   • −Only OData-based SAP access; no RFC or table-level connector
   • −Spark coding skills needed for complex mappings
   • −No SAP data quality or migration content

   SummaryAWS Glue is the best choice for AWS-based teams that want pay-per-use SAP ETL because its SAP OData connector supports INSERT and UPDATE writes at $0.44 per DPU-hour. Expect to code mappings in Spark.

8. 8

   Azure Data Factory

   Microsoft's cloud pipeline service, with seven SAP connectors including SAP CDC and SAP templates.

   7.9overall

   Microsoft's cloud pipeline service, with seven SAP connectors including SAP CDC and SAP templates.

   Best forAzure customers extracting SAP ECC, BW or HANA data into Azure storage

   Adoption data

   48%Microsoft does not report Data Factory usage separately; it said Azure revenue grew 48% in the quarter ended September 30, 2026.

   Microsoft, Microsoft Fiscal Year 2027 First Quarter Earnings Conference Call (2026): “Azure revenue was ahead of expectations and increased 48%, even with the 3P capacity delays noted earlier, driven by Foundry and improved CPU monetization.”

   Azure Data Factory gathers its SAP assets in an SAP knowledge center: seven connectors (SAP BW Open Hub, SAP BW via MDX, SAP CDC, SAP Cloud for Customer, SAP ECC, SAP HANA and SAP Table) and templates for incremental copies from BW and SAP Table and for copying many HANA tables into Azure Data Lake Storage Gen2. In an S/4HANA program it is mainly a source-side tool: extract ECC and BW data into Azure, profile and reconcile it, and keep historic data after the old system is switched off. Loading into S/4HANA itself still runs through the Migration Cockpit or another tool. Data movement costs $0.25 per DIU-hour on the Azure integration runtime and orchestration $1 per 1,000 runs, which is cheap for bulk copies. On-premises SAP systems need a self-hosted integration runtime, and Microsoft now points new users to Data Factory in Microsoft Fabric. We compared documented features and published prices and did not run the software.

   Strengths

   • +Seven SAP connectors, including SAP CDC
   • +Low per-hour data movement price
   • +Pipeline templates for common SAP copy patterns

   Limitations

   • −SAP connectors focus on extraction rather than loading into S/4HANA
   • −Self-hosted runtime and SAP setup add infrastructure work
   • −Microsoft now steers new users to Fabric Data Factory

   SummaryAzure Data Factory is the best choice for Azure customers extracting SAP data because it offers seven SAP connectors, including SAP CDC, at $0.25 per DIU-hour. Pair it with a loading tool for S/4HANA.

9. 9

   Boomi for SAP Solutions

   An ABAP add-on plus the Boomi integration platform that connects SAP ECC and S/4HANA to other systems at the application layer.

   7.9overall

   An ABAP add-on plus the Boomi integration platform that connects SAP ECC and S/4HANA to other systems at the application layer.

   Best formid-sized SAP customers that need integrations and data moves with a published monthly entry price

   Adoption data

   30,000Boomi says more than 30,000 customers use its platform.

   Boomi, Boomi company page (2026): “See why 30,000+ customers choose Boomi”

   Boomi for SAP Solutions is an ABAP add-on that installs inside your SAP system and works with the Boomi Enterprise Platform. Because it runs at the application layer, it does not need database access, and Boomi lists support for SAP ECC, S/4HANA on premise and S/4HANA Cloud Private Edition on RISE, but not Public Edition. It exposes Table Services, Function Modules, Report Services and an IDoc Service, and can publish SAP objects as REST APIs, which lets teams both pull legacy data and post records into S/4HANA during a migration and keep integrations running afterward. Boomi also positions it for moving ECC, S/4HANA and BW data into cloud lakehouses. The main advantage over the enterprise tools here is a published entry price: Pay-As-You-Go costs $99 a month plus usage, with a 30-day trial. There is no packaged migration content, so mapping and validation are your work. We compared documented features and published prices and did not run the software.

   Strengths

   • +Published $99 a month Pay-As-You-Go entry price
   • +Writes to and reads from SAP through the application layer
   • +Covers PI/PO-style IDoc, proxy and BAPI flows

   Limitations

   • −Not available for S/4HANA Cloud Public Edition
   • −No packaged S/4HANA migration methodology
   • −Usage charges on top of the $99 base

   SummaryBoomi for SAP Solutions is the best choice for mid-sized SAP customers who want a published price because Pay-As-You-Go starts at $99 a month plus usage. It does not cover S/4HANA Cloud Public Edition.

10. 10

    Google Cloud Data Fusion

    Google Cloud's visual ETL service, with SAP Table, ODP, OData, SLT and BW Open Hub plugins.

    7.7overall

    Google Cloud's visual ETL service, with SAP Table, ODP, OData, SLT and BW Open Hub plugins.

    Best forGoogle Cloud customers moving SAP history into BigQuery during or after a migration

    Adoption data

    $30.7 billionGoogle does not report Data Fusion usage separately; Google Cloud revenue rose 103% to $30.7 billion in the third quarter of 2026.

    Alphabet, Alphabet Announces Third Quarter 2026 Results (Form 8-K, Exhibit 99.1) (2026): “Google Cloud delivered record growth as revenues increased 103% to $30.7 billion”

    Google Cloud Data Fusion is a visual ETL service built on open-source CDAP, and Google documents a family of SAP plugins for it. The SAP Table Batch Source moves data from tables and views without code, the SAP ODP plugin handles bulk and delta transfers from SAP DataSources, the SAP SLT Replication plugin replicates continuously into BigQuery, and further sources cover SAP OData, BW Open Hub, SuccessFactors and Ariba. For an S/4HANA move, Data Fusion fits the analytics and archive side: copy ECC history into BigQuery before cutover, compare figures after go-live, and retire old systems without losing reports. It does not load data into S/4HANA. The Developer edition costs $0.35 per instance hour, with Basic and Enterprise editions at higher hourly rates and pipeline runs billed as clusters. SAP administrators must install Google's transports and roles for the Table and ODP plugins. We compared documented features and published prices and did not run the software.

    Strengths

    • +Broad set of SAP extraction plugins
    • +Code-free pipeline design
    • +Low Developer edition rate for testing

    Limitations

    • −Plugins extract from SAP; they do not load into S/4HANA
    • −SAP-side transports and roles must be installed
    • −Tied to Google Cloud and BigQuery

    SummaryGoogle Cloud Data Fusion is the best choice for Google Cloud customers who want SAP history in BigQuery because it offers Table, ODP and SLT plugins without coding. It is not a loading tool for S/4HANA.

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