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Best Data Integration Tools in 2026: 9 Tools Compared by Company Size and Requirements

Updated October 26, 2026 · 9 tools · Facts checked against vendor pages · How we review

Fivetran is the common choice among data integration tools for teams that want fully managed ELT, Airbyte fits teams that want open-source or self-hosted pipelines, and Stitch and Hevo Data offer low entry prices for small teams. AWS Glue suits AWS-centric engineers, while Informatica and Boomi serve large enterprises.

This page is for data and IT leaders who are comparing data integration tools and want to know which product fits their stack before they request demos. The tools are grouped by company size and requirements, from free tiers and flat monthly plans to enterprise suites sold through sales. Use the requirement lists below to write a request on SaaSBid, and vendors can respond with offers based on your sources, destinations, volume and compliance needs.

Top picks by situation

  • A small team copying SaaS data to a warehouse

    Stitch

    Standard starts at $100 a month with credit card checkout, covers about 117 SaaS integrations and delivers to Snowflake, Redshift or BigQuery.

    From: From $100/month (Standard)

  • A startup that wants open-source control

    Airbyte

    A free self-hosted Core edition exists, managed cloud starts at $20 a month, and hybrid deployment is available on Enterprise Flex.

    From: From $20/month

  • An analytics team that wants no-code pipelines

    Hevo Data

    A free plan covers 1M events, dbt integration starts at Starter, and six processing regions can be chosen at no extra cost.

    From: Free

  • A mid-market team that wants managed pipelines

    Fivetran

    More than 700 managed connectors are listed, SSO works on every plan, and a free tier covers 500,000 monthly active rows.

    From: Free

  • Engineers building a lake on AWS

    AWS Glue

    Serverless Spark jobs bill by the second at $0.44 per DPU-hour and connect with S3, Athena and Redshift.

    From: $0.44 per DPU-hour

  • A large enterprise combining integration and governance

    Informatica

    Integration, data quality, catalog and master data share one platform and one IPU pool, with hosting on Azure, AWS, Google Cloud or Oracle Cloud.

    From: Free tier for Cloud Data Integration

Data Integration Tools comparison table

Data Integration Tools compared
ToolBest forStarting priceFree planFree trialG2 rating
Fivetran Mid-market and enterprise teams that want fully managed pipelines Free Yes Yes –
Airbyte Teams that want open-source or self-hosted pipelines From $20/month Not stated Yes 4.4 (79 reviews)
Hevo Data Mid-market analytics teams wanting no-code pipelines Free Yes Yes –
Matillion Warehouse-centric teams on Snowflake, AWS, Azure or Databricks Contact sales No Yes –
Qlik Talend Mid-size and large teams that need hybrid or on-premises plus cloud pipelines Contact sales Not stated Yes –
Informatica Large enterprises that want integration, MDM, quality and governance on one platform Free tier for Cloud Data Integration Yes Not stated –
Boomi Enterprises connecting many business applications and APIs Contact sales Not stated Yes 4.4 (506 reviews)
Stitch Small teams that want a low, published entry price and a credit card checkout From $100/month (Standard) Not stated Yes –
AWS Glue AWS-centric teams building data lakes with S3, Athena, Redshift and EMR $0.44 per DPU-hour Not stated Not stated 4.3 (202 reviews)

What are data integration tools?

Data integration tools move data from where it is created to where it is analyzed or used. They pull records from databases, SaaS applications and files, optionally reshape them, and load them into a warehouse, lake or another application. Analytics teams use ETL and ELT pipelines to feed Snowflake, BigQuery or Redshift, while iPaaS platforms connect business applications and APIs in near real time. Data integration tools replace hand-written scripts that break whenever a source changes its schema. Buyers include data engineers, analytics teams and IT departments, and each group weighs coding effort and control differently.

Core capabilities

  • Prebuilt connectors

    Connect to common databases, SaaS applications and files without custom code, so new sources are added quickly.

  • ETL and ELT pipelines

    Extract, load and transform data, either before loading or inside the warehouse.

  • Change data capture

    Copies only the rows that changed in a source database, which keeps the destination current with little load.

  • Transformation

    Cleans, joins and models data with a visual designer, SQL or dbt.

  • Scheduling and monitoring

    Runs syncs on a timetable, alerts on failures and records history for troubleshooting.

  • Governance and security

    Controls access with roles and SSO, keeps audit logs and lets teams choose where data is processed.

The 9 best data integration tools, reviewed

1

Fivetran is a managed ELT service with 700+ connectors and pricing by monthly active row. It merged with dbt Labs, a deal that closed in June 2026, and the final brand is undecided. Mid-market and enterprise teams use it, and a free tier is available.

  • 1-10: workable
  • 11-50: workable
  • 51-500: strong fit
  • 500+: strong fit

Best for

  • Mid-market and enterprise teams that want fully managed pipelines
  • Teams that want a free tier to start (500,000 MAR)

Look elsewhere if

  • Teams with tight, unpredictable budgets as volume grows
  • Teams that need open-source self-hosting

Key features

Connector coverage
700+ managed connectors and 200+ activation destinations
ETL / ELT approach
Managed ELT; dbt Core integration for in-warehouse transformation
Real-time sync and CDC
15-minute syncs on Standard, 1-minute on Enterprise; database CDC connectors (enterprise database connectors on Enterprise)
Transformation capabilities
Fivetran Transformations billed per model run; dbt Core integration
Deployment options
Managed cloud (GCP default; AWS and Azure on Enterprise); hybrid deployment on Enterprise
Governance and monitoring
RBAC on Standard; custom roles on Enterprise; SCIM on Enterprise
Pricing model
Monthly active rows plus per-model-run transformations; free tier
Target company size
Mid-market and enterprise; free tier for small volumes
How you buy
Online up to Standard (credit card self-serve upgrade); Enterprise and Business Critical via customer success manager, sales above
Free trial
14 days
Single sign-on
All plans
SOC 2
Type II
EU data hosting
Available

Full Fivetran profileRequest an offer

2

Airbyte

From $20/month

Airbyte began as open source and now sells managed cloud plus self-hosted and hybrid editions. Standard, Plus and Pro are priced by volume, credits or capacity. Audit logs and RBAC are limited to Pro and Enterprise Flex, and connectors use the Elastic License 2.0.

  • 1-10: strong fit
  • 11-50: strong fit
  • 51-500: strong fit
  • 500+: strong fit

Best for

  • Teams that want open-source or self-hosted pipelines
  • Small teams starting at $20/month with volume-based pricing

Look elsewhere if

  • Teams that need premium-hours support on low tiers
  • Buyers who want strictly commercial-license-free reuse (ELv2 limits reselling as ELT)

Key features

Connector coverage
700+ open-source connectors; Connector Builder for custom ones
ETL / ELT approach
ELT
Real-time sync and CDC
Sync frequency hourly (Standard), 15 min (Plus), 5 min (Pro)
Transformation capabilities
Runs dbt Cloud jobs after syncs on Standard, Plus, Pro, Enterprise Flex
Deployment options
Managed cloud, self-hosted (free Core), hybrid and on-prem on Enterprise Flex
Governance and monitoring
RBAC on Pro and Enterprise Flex; audit logs on Pro and Enterprise Flex (365-day retention)
Pricing model
Volume (Standard), credits (Plus), capacity (Pro, Enterprise Flex)
Target company size
Startups to enterprise

What users like

  • Ease of use 43 mentions
  • Number of connectors 26 mentions
  • Simplicity 15 mentions

Common complaints

  • Poor documentation 8 mentions
  • Hard setup 7 mentions
  • Error messages 6 mentions

Pros and cons tags from G2's reviews page, read October 26, 2026.

How you buy
Online up to Plus, sales above
Free trial
14 days
Single sign-on
Plus, Pro and Enterprise Flex
SOC 2
Type II
EU data hosting
Available

Full Airbyte profileRequest an offer

3

Hevo Data is a no-code pipeline service priced by events, meaning every insert, update or delete in the destination. A free tier and a 12% annual discount exist. SSO and RBAC are limited to the custom Business Critical plan.

  • 1-10: strong fit
  • 11-50: strong fit
  • 51-500: strong fit
  • 500+: workable

Best for

  • Mid-market analytics teams wanting no-code pipelines
  • Small teams starting on a free 1M-event plan

Look elsewhere if

  • Teams needing SSO and RBAC without a custom Business Critical quote
  • Teams needing very high event volumes at predictable cost

Key features

Connector coverage
150+ prebuilt connectors
ETL / ELT approach
ELT with in-flight transformations; dbt integration on Starter and up
Real-time sync and CDC
Streaming Pipelines on Business Critical
Transformation capabilities
dbt integration from Starter
Deployment options
Managed cloud; region choice Frankfurt, Mumbai, Oregon, Virginia, Singapore, Sydney
Governance and monitoring
RBAC on Business Critical only; SSO on Business Critical
Pricing model
Events (records inserted, updated or deleted in destination)
Target company size
Small to mid-market
How you buy
Online up to Professional, sales above
Free trial
14 days
Single sign-on
Business Critical
SOC 2
Type II
EU data hosting
Available

Full Hevo Data profileRequest an offer

4

Matillion

Contact sales

Matillion pushes transformation work into your own warehouse and sells credit-based annual packages in Developer, Teams and Scale editions. It suits warehouse-centric teams on Snowflake, AWS, Azure or Databricks. Hybrid deployment and custom SSO are available only on Scale.

  • 1-10: no data
  • 11-50: no data
  • 51-500: strong fit
  • 500+: strong fit

Best for

  • Warehouse-centric teams on Snowflake, AWS, Azure or Databricks
  • Enterprises that want hybrid SaaS with own agent infrastructure (Scale)

Look elsewhere if

  • Buyers who want published prices
  • Teams that need a free ongoing plan

Key features

Connector coverage
Prebuilt connector library plus custom connectors for any REST API returning JSON
ETL / ELT approach
Push-down ELT in your warehouse
Real-time sync and CDC
Streaming CDC on Scale only
Transformation capabilities
Visual transformation designer; Git integration
Deployment options
SaaS; hybrid with own Agent infrastructure on Scale
Governance and monitoring
Audit log on Teams and Scale; lineage on Scale; log retention 90 days (Teams), 180 days (Scale)
Pricing model
Consumption credits in annual packages
Target company size
Mid-market to enterprise
How you buy
Online or through sales
Single sign-on
Built-in SSO on all editions; custom SSO on Scale
SOC 2
Type II

Full Matillion profileRequest an offer

5

Qlik Talend

Contact sales

Qlik Talend is Qlik's tiered cloud integration platform that grew out of Talend, and talend.com now redirects to Qlik. Log-based CDC begins at Standard, while transformations and lineage begin at Premium. Pricing is a subscribed usage capacity.

  • 1-10: poor fit
  • 11-50: poor fit
  • 51-500: strong fit
  • 500+: strong fit

Best for

  • Mid-size and large teams that need hybrid or on-premises plus cloud pipelines
  • Teams that want data quality and lineage in the same product as integration

Look elsewhere if

  • Small teams that want published, self-serve prices
  • Buyers who only need simple SaaS-to-warehouse copying

Key features

Connector coverage
Hundreds of sources and targets; SAP and mainframe connectivity only on Enterprise
ETL / ELT approach
ELT, ETL and streaming ingest from one product; ELT/ETL transformations from Premium
Real-time sync and CDC
Agentless log-based CDC for databases, SAP, mainframe and SaaS; CDC from Standard
Transformation capabilities
ELT/ETL transformations, Spark batch processing and data products on Premium
Deployment options
Cloud, client-managed or hybrid (hybrid from Standard); also on-premises per product page
Governance and monitoring
End-to-end and column-level lineage, profiling, data quality rules and stewardship, usage telemetry dashboard with alerts
Pricing model
Subscribed usage capacity measured by data volume moved, job executions and execution duration
Target company size
Starter projects up to enterprise-wide deployments
How you buy
Online or through sales
SOC 2
Type II

Full Qlik Talend profileRequest an offer

6

Informatica

Free tier for Cloud Data Integration

Informatica sells its IDMC platform for integration, quality, catalog and master data, and Salesforce completed its purchase on November 18, 2025. It is aimed at enterprises. Pricing runs on IPU consumption, with a free Cloud Data Integration tier of 20M rows a month.

  • 1-10: poor fit
  • 11-50: poor fit
  • 51-500: workable
  • 500+: strong fit

Best for

  • Large enterprises that want integration, MDM, quality and governance on one platform
  • Teams already invested in Salesforce data and AI plans

Look elsewhere if

  • Small teams that need predictable published prices
  • Teams wanting a simple setup without advanced technical skills

Key features

Connector coverage
Nearly any cloud source with no code per vendor; connector list on separate Cloud Connectors page
ETL / ELT approach
Supports both ETL and ELT, with pushdown optimization to the warehouse
Real-time sync and CDC
Data Mass Ingestion service named in IPU scalers; CDC details not confirmed by the vendor
Deployment options
Hosted on Azure, AWS, Google Cloud or Oracle Cloud; Secure Agent for runtime
Governance and monitoring
Usage dashboard, consumption alerts, per-service access control; catalog, quality and MDM on the same platform
Pricing model
IPU consumption; services shared under one unit pool
Target company size
Enterprise
How you buy
Online up to Free tier (Cloud Data Integration), sales above

Full Informatica profileRequest an offer

7

Boomi

Contact sales

Boomi is a low-code iPaaS for application, API and data integration, sold as editions with a 30-day trial. Enterprises connecting many business applications use it. It bought Rivery in December 2024 and sells it as the Data Integration edition.

  • 1-10: poor fit
  • 11-50: poor fit
  • 51-500: strong fit
  • 500+: strong fit

Best for

  • Enterprises connecting many business applications and APIs
  • Teams wanting app integration, API management and data integration from one vendor

Look elsewhere if

  • Small teams that need public per-connection prices
  • Warehouse-only ELT use cases

Key features

Connector coverage
Page cites 1000+ enterprise applications reachable via Boomi Connect and 300k application connections across customers
ETL / ELT approach
iPaaS for app integration; Data Integration edition covers ELT
Real-time sync and CDC
Log-based CDC in Data Integration edition (ex-Rivery)
Transformation capabilities
Mapping and transformation in Integration; workflow orchestration and transformations in Data Integration
Deployment options
Boomi-hosted cloud runtime and customer runtimes; clustered runtime on Enterprise; European platform instance for Data Integration
Governance and monitoring
Custom roles on Enterprise; RBAC in Data Integration Professional
Pricing model
Edition subscription or pay-as-you-go; Data Integration billed in credits
Target company size
Enterprise and mid-market

What users like

  • Integrations 37 mentions
  • Ease of use 37 mentions
  • Easy integrations 34 mentions

Common complaints

  • Complexity 13 mentions
  • Learning curve 11 mentions
  • Integration issues 11 mentions

Pros and cons tags from G2's reviews page, read October 26, 2026.

How you buy
Online or through sales
Free trial
30 days
Single sign-on
Data Integration: Professional Plus and above

Full Boomi profileRequest an offer

8

Stitch

From $100/month (Standard)

Stitch is a row-based managed ELT service sold by Qlik. Standard costs $100 a month and is paid by credit card, with a choice of 5M to 300M rows. The Standard plan allows only one destination and ten standard sources.

  • 1-10: strong fit
  • 11-50: strong fit
  • 51-500: workable
  • 500+: no data

Best for

  • Small teams that want a low, published entry price and a credit card checkout
  • Simple SaaS and database replication into a warehouse

Look elsewhere if

  • Teams needing built-in transformations or heavy governance
  • Teams that need more than 1 destination on the Standard plan

Key features

Connector coverage
About 117 SaaS integrations, 23 databases and 17 webhooks; 12 destination entries (11 products) incl. Snowflake, Redshift, BigQuery
ETL / ELT approach
ELT; transforms only what the destination needs, such as data types
Real-time sync and CDC
Scheduled jobs; log-based replication for select databases (MySQL, PostgreSQL, SQL Server, Oracle, MongoDB)
Transformation capabilities
Compatibility changes only; modeling left to the warehouse, dbt suggested
Deployment options
Cloud service with selectable pipeline region
Governance and monitoring
Log retention 7 days (Standard) or 60 days (Advanced, Premium)
Pricing model
Rows per month, tiered by plan
Target company size
Small teams (Standard) up to larger teams (Advanced, Premium)
How you buy
Online up to Standard, sales above
Free trial
14 days
Single sign-on
Available; plan not stated

Full Stitch profileRequest an offer

9

AWS Glue

$0.44 per DPU-hour

AWS Glue is a serverless Spark-based ETL, streaming and data catalog service that runs only inside AWS. Billing is $0.44 per DPU-hour by the second. Engineers can use Python or Scala jobs, a visual Glue Studio canvas and the Data Catalog.

  • 1-10: workable
  • 11-50: strong fit
  • 51-500: strong fit
  • 500+: strong fit

Best for

  • AWS-centric teams building data lakes with S3, Athena, Redshift and EMR
  • Engineers who want pay-per-second pricing with no infrastructure

Look elsewhere if

  • Teams wanting no-code SaaS connector catalogs
  • Teams outside AWS

Key features

Connector coverage
Docs say 70+ data sources; product page says 100+
ETL / ELT approach
ETL, ELT and streaming in one service per docs
Real-time sync and CDC
Streaming ETL and a Real-Time Mode with single-digit millisecond latency; CDC not detailed
Transformation capabilities
Spark jobs (Python/Scala), visual Glue Studio canvas, notebooks, FindMatches dedupe, sensitive data detection
Deployment options
Serverless on AWS only
Governance and monitoring
Data Catalog, Lake Formation access control, Schema Registry, CloudTrail, Spark UI, Data Quality
Pricing model
DPU-hour, billed per second; catalog free tier
Target company size
Any size inside AWS

What users like

  • Ease of use 6 mentions
  • Simplicity 3 mentions
  • Features 3 mentions

Common complaints

  • Slow performance 3 mentions

Pros and cons tags from G2's reviews page, read October 26, 2026.

How you buy
Buy online

Full AWS Glue profileRequest an offer

How to choose data integration tools

Connector coverage

This covers the number and quality of prebuilt sources and destinations. Strong tools support the apps and databases you use today and maintain connectors when APIs change. Weak ones list many connectors but leave key sources to custom work.

ETL / ELT approach

This describes whether data is transformed before loading, inside the warehouse or both. Strong tools state their approach and fit your team, such as ELT with dbt for analysts. Weak ones hide the model, which makes cost and skills hard to plan.

Real-time sync and CDC

Real-time sync and change data capture keep a destination close to the source system. Strong tools offer log-based CDC and short sync intervals on reasonable plans. Weak ones limit fast sync to the most expensive tier or run only hourly batches.

Transformation capabilities

Transformation covers how data is cleaned and modeled inside the product. Strong tools offer a visual designer, SQL or dbt integration. Weak tools only move data, and others charge by the model run, which can add cost.

Deployment options

Deployment options show where pipelines run, whether managed cloud, self-hosted or hybrid, and where data is processed. Strong tools let you pick a region and keep data in your own network when required. Weak ones are cloud-only with fixed regions.

Governance and monitoring

Governance covers roles, SSO, audit logs, lineage, alerts and data quality. Strong tools make monitoring available on every plan and add lineage and audit logs for regulated work. Weak ones reserve SSO and RBAC for custom contracts.

Pricing model

This covers how the product is billed, such as by row, event, credit, capacity or compute hour, and whether a free tier exists. Strong models are easy to forecast and describe the unit clearly. Weak ones surprise teams when volume grows or add base fees per connection.

Target company size

This shows which teams the tool was built for. Self-serve tools suit startups and small analytics teams, while enterprise suites add governance, hybrid runtimes and services. A mismatch means paying for features you will not use or outgrowing the product.

Data Integration Tools FAQ

What are data integration tools?

They are products that collect data from databases, applications and files and load it into a warehouse, lake or another system. Many also transform the data and schedule the work. They replace custom scripts that need constant maintenance.

What is the difference between ETL and ELT?

ETL transforms data before loading it into the destination, while ELT loads raw data first and transforms it inside the warehouse. Fivetran and Airbyte follow the ELT approach, and Qlik Talend supports both. ELT is common when the warehouse has plenty of compute.

What is the difference between iPaaS and ETL?

ETL and ELT tools move data into analytics systems on a schedule or by CDC. An iPaaS such as Boomi connects business applications and APIs, often in real time. Some vendors cover both, and Boomi sells a separate Data Integration edition for ELT.

What is the best open-source data integration tool?

Airbyte is the best-known open-source option on this page, with a free self-hosted Core edition and a managed cloud. Connectors use the Elastic License 2.0, which limits reselling as an ELT service. Check the license against your plans.

Which data integration tool is best for a small team?

Stitch has a published $100 monthly price, Airbyte starts at $20 a month, and Hevo Data and Fivetran have free tiers. Compare how each counts rows or events, and check the limits on destinations and sources.

What should I include in a data integration request for offers?

List sources and destinations, monthly volume, required sync frequency, whether CDC is needed, hosting region, SSO needs and who will maintain the pipelines. Add your timeline and budget range so vendors quote the correct plan.

The SaaSBid view: fit, buying and security

How you buy each data integration tool

Can you start online, or do you need a demo and a quote first? Taken from each vendor's pricing page. A dash means the vendor does not publish it. Quote-only vendors are where a request on SaaSBid saves the most time.

ToolHow you buyFree trialContractOnboarding fee
FivetranOnline up to Standard (credit card self-serve upgrade); Enterprise and Business Critical via customer success manager, sales above14 daysMonthly pay-as-you-go or annual; VPN tunnels need annual–
AirbyteOnline up to Plus, sales above14 daysPro: flat annual price; others not stated–
Hevo DataOnline up to Professional, sales above14 daysMonthly or annual–
MatillionOnline or through sales–Fixed annual packages with included credits–
Qlik TalendOnline or through sales–––
InformaticaOnline up to Free tier (Cloud Data Integration), sales above–––
BoomiOnline or through sales30 daysSubscription or pay-as-you-go–
StitchOnline up to Standard, sales above14 daysStandard monthly or annual; Advanced and Premium billed annually–
AWS GlueBuy online–Pay as you go, billed by the second, no upfront costs–

Security and data protection compared

What your IT and legal team will ask, from each vendor's trust center, security page and legal documents. A dash means we found nothing public, which is a question for your request.

ToolSOC 2ISO 27001Public DPAEU hostingSSO fromSCIM fromAudit logs from
FivetranType IIYesPublic DPASelectable region per destination, EU-only processing, US GovCloud (Enterprise and Business Critical)All plansEnterprise and above–
AirbyteType IIYesNot publishedUS (GCP), EU (AWS)Plus, Pro and Enterprise Flex–Pro and Enterprise Flex
Hevo DataType IINot publishedPublic DPAEU (Frankfurt), India (Mumbai), US (Oregon), US (Virginia), Singapore, Australia (Sydney)Business Critical––
MatillionType IIYesNot publishedNot publishedBuilt-in SSO on all editions; custom SSO on Scale–Teams and Scale
Qlik TalendType IIYesNot publishedNot published–––
InformaticaNot publishedYesNot publishedNot published–––
BoomiNot publishedNot publishedNot publishedNot publishedData Integration: Professional Plus and aboveData Integration: Professional Plus and above–
StitchNot publishedNot publishedNot publishedNot publishedAvailable; plan not stated––

Which data integration tool fits your company size

Fit of each tool by company size
Tool1-10 people11-50 people51-500 people500+ people
FivetranWorkableWorkableStrong fitStrong fit
AirbyteStrong fitStrong fitStrong fitStrong fit
Hevo DataStrong fitStrong fitStrong fitWorkable
MatillionNo dataNo dataStrong fitStrong fit
Qlik TalendPoor fitPoor fitStrong fitStrong fit
InformaticaPoor fitPoor fitWorkableStrong fit
BoomiPoor fitPoor fitStrong fitStrong fit
StitchStrong fitStrong fitWorkableNo data
AWS GlueWorkableStrong fitStrong fitStrong fit

Strong fitWorkablePoor fitNo data from the vendor

Ratings follow each vendor's stated audience, free tiers and entry prices, and whether enterprise controls such as SSO, RBAC and hybrid deployment are available on the plan. Cells stay empty when the vendor says nothing about a size.

  • 1-10 people

    A small team wants fast setup and a predictable bill. Stitch publishes a $100 monthly price, Airbyte starts at $20 a month, and Hevo Data and Fivetran offer free tiers. AWS Glue works for engineers who already live in AWS.

  • 11-50 people

    Teams now need more sources, shorter sync intervals and dbt. Airbyte, Hevo Data, Stitch and AWS Glue fit well, and Fivetran is workable if volume stays modest. Check how the unit of billing grows with your row or event counts.

  • 51-500 people

    Mid-sized companies need monitoring, role-based access and regional control. Fivetran, Airbyte, Hevo Data, Matillion, Qlik Talend, Boomi and AWS Glue all list this range. Ask which plan unlocks SSO and audit logs.

  • 500+ people

    Large organizations need hybrid deployment, lineage and master data options. Informatica, Qlik Talend, Boomi, Matillion and Fivetran are aimed at enterprises, and Airbyte lists Enterprise Flex. Expect quote-based contracts.

Feature coverage at a glance

Documented features by tool
ToolConnector coverageETL / ELT approachReal-time sync and CDCTransformation capabilitiesDeployment optionsGovernance and monitoringShare
FivetranDocumented: 700+ managed connectors and 200+ activation destinationsDocumented: Managed ELT; dbt Core integration for in-warehouse transformationDocumented: 15-minute syncs on Standard, 1-minute on Enterprise; database CDC connectors (enterprise database connectors on Enterprise)Documented: Fivetran Transformations billed per model run; dbt Core integrationDocumented: Managed cloud (GCP default; AWS and Azure on Enterprise); hybrid deployment on EnterpriseDocumented: RBAC on Standard; custom roles on Enterprise; SCIM on Enterprise100%
AirbyteDocumented: 700+ open-source connectors; Connector Builder for custom onesDocumented: ELTDocumented: Sync frequency hourly (Standard), 15 min (Plus), 5 min (Pro)Documented: Runs dbt Cloud jobs after syncs on Standard, Plus, Pro, Enterprise FlexDocumented: Managed cloud, self-hosted (free Core), hybrid and on-prem on Enterprise FlexDocumented: RBAC on Pro and Enterprise Flex; audit logs on Pro and Enterprise Flex (365-day retention)100%
Hevo DataDocumented: 150+ prebuilt connectorsDocumented: ELT with in-flight transformations; dbt integration on Starter and upDocumented: Streaming Pipelines on Business CriticalDocumented: dbt integration from StarterDocumented: Managed cloud; region choice Frankfurt, Mumbai, Oregon, Virginia, Singapore, SydneyDocumented: RBAC on Business Critical only; SSO on Business Critical100%
MatillionDocumented: Prebuilt connector library plus custom connectors for any REST API returning JSONDocumented: Push-down ELT in your warehouseDocumented: Streaming CDC on Scale onlyDocumented: Visual transformation designer; Git integrationDocumented: SaaS; hybrid with own Agent infrastructure on ScaleDocumented: Audit log on Teams and Scale; lineage on Scale; log retention 90 days (Teams), 180 days (Scale)100%
Qlik TalendDocumented: Hundreds of sources and targets; SAP and mainframe connectivity only on EnterpriseDocumented: ELT, ETL and streaming ingest from one product; ELT/ETL transformations from PremiumDocumented: Agentless log-based CDC for databases, SAP, mainframe and SaaS; CDC from StandardDocumented: ELT/ETL transformations, Spark batch processing and data products on PremiumDocumented: Cloud, client-managed or hybrid (hybrid from Standard); also on-premises per product pageDocumented: End-to-end and column-level lineage, profiling, data quality rules and stewardship, usage telemetry dashboard with alerts100%
InformaticaDocumented: Nearly any cloud source with no code per vendor; connector list on separate Cloud Connectors pageDocumented: Supports both ETL and ELT, with pushdown optimization to the warehouseDocumented: Data Mass Ingestion service named in IPU scalers; CDC details not confirmed by the vendorNot documentedDocumented: Hosted on Azure, AWS, Google Cloud or Oracle Cloud; Secure Agent for runtimeDocumented: Usage dashboard, consumption alerts, per-service access control; catalog, quality and MDM on the same platform83%
BoomiDocumented: Page cites 1000+ enterprise applications reachable via Boomi Connect and 300k application connections across customersDocumented: iPaaS for app integration; Data Integration edition covers ELTDocumented: Log-based CDC in Data Integration edition (ex-Rivery)Documented: Mapping and transformation in Integration; workflow orchestration and transformations in Data IntegrationDocumented: Boomi-hosted cloud runtime and customer runtimes; clustered runtime on Enterprise; European platform instance for Data IntegrationDocumented: Custom roles on Enterprise; RBAC in Data Integration Professional100%
StitchDocumented: About 117 SaaS integrations, 23 databases and 17 webhooks; 12 destination entries (11 products) incl. Snowflake, Redshift, BigQueryDocumented: ELT; transforms only what the destination needs, such as data typesDocumented: Scheduled jobs; log-based replication for select databases (MySQL, PostgreSQL, SQL Server, Oracle, MongoDB)Documented: Compatibility changes only; modeling left to the warehouse, dbt suggestedDocumented: Cloud service with selectable pipeline regionDocumented: Log retention 7 days (Standard) or 60 days (Advanced, Premium)100%
AWS GlueDocumented: Docs say 70+ data sources; product page says 100+Documented: ETL, ELT and streaming in one service per docsDocumented: Streaming ETL and a Real-Time Mode with single-digit millisecond latency; CDC not detailedDocumented: Spark jobs (Python/Scala), visual Glue Studio canvas, notebooks, FindMatches dedupe, sensitive data detectionDocumented: Serverless on AWS onlyDocumented: Data Catalog, Lake Formation access control, Schema Registry, CloudTrail, Spark UI, Data Quality100%

A check means the vendor documents the capability publicly (hover for the detail). A dash means we found no public documentation, which is a question to put in your request, not proof the feature is missing.

Integration ecosystems compared

Integrations decide how much manual work stays after go-live. These are the integration counts each vendor publishes; check that your own systems are on the list before you shortlist.

  • Boomi1000+ enterprise applications
  • Fivetran700+ connectors
  • StitchAbout 157 sources (117 SaaS, 23 databases, 17 webhooks)
  • Hevo Data150+
  • AWS Glue70+ to 100+ data sources

Bar length uses a square-root scale so smaller ecosystems stay readable.

Data Integration Tools requirements checklist

Use this list to write down what your team actually needs. Sorting requirements into must-have, should-have and nice-to-have is what lets vendors quote accurately instead of pitching their biggest plan.

Must have

  • Prebuilt connectors for all of our current sources and destinationsA missing connector means custom work, so the count alone is not enough.
  • Scheduled syncs at the interval our reports needSync frequency depends on plan, from hourly to every minute.
  • Alerts and logs when a pipeline fails or schema changesSilent failures corrupt dashboards.
  • Loading into Snowflake, BigQuery or RedshiftDestination support varies, and some tools allow only one destination on lower plans.
  • Role-based access and single sign-onMany vendors reserve these for upper tiers.

Should have

  • Change data capture from our production databasesLog-based replication keeps the warehouse current without heavy queries.
  • dbt or in-warehouse transformation supportIt reduces the need for a separate transformation tool.
  • Choice of processing region, including the EUData residency rules may require it.
  • A clear definition of the billing unitRows, events, credits and capacity scale differently with volume.

Nice to have

  • Self-hosted or hybrid deploymentSome security teams need data to stay in their own network.
  • Data lineage and quality rulesThey help in regulated settings, but are often limited to higher tiers.
  • Custom connectors for internal APIsFrameworks differ in how easily teams can add sources.

Turn this checklist into a request

Questions vendors ask before quoting

Have answers ready for these, and your first conversation with a vendor starts at pricing instead of discovery.

  1. Which sources and destinations do you need to connect?Connector coverage and plan limits decide which tools qualify.
  2. How much data do you move each month, and how fast does it grow?Row, event and credit pricing scale differently.
  3. How fresh must the data be: hourly, every few minutes or near real time?Sync interval and CDC support vary by plan.
  4. Where must the data be processed, and are SSO or audit logs required?Region choice and governance features often sit in upper tiers.
  5. Who will build and maintain the pipelines, analysts or engineers?No-code tools and code-first frameworks suit different teams.
  6. Do you need transformation in the same tool, or will dbt handle it?The answer affects both the edition and the total cost.

Example request

What a strong data integration tools request looks like
We are a 150-person software company with a three-person data team. We need to load data from PostgreSQL, Salesforce, HubSpot, Stripe and Google Ads into Snowflake. Dashboards must refresh at least every 15 minutes, and we want change data capture for the production database. Transformations run in dbt, so we only need loading and scheduling. Data must be processed in the EU, and our security team needs SSO and audit logs. Today we maintain scripts that break when schemas change. We want to start within six weeks and expect a budget in the mid four figures per month.

Write your own request

More vendors listed on SaaSBid

  • ApifyThousands of tools to automate your business.

The bottom line

Start with connectors and destinations, since a missing source rules a tool out at once. Then compare sync frequency, region and access controls with your must-haves, and ask how each vendor counts usage. Usually three or four tools remain. A precise request on SaaSBid, with sources, volumes and security needs, gives vendors what they need to quote the correct edition and makes the offers easier to compare.

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