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ALTERNATIVE APPLICATIONS

AWS Glue Alternatives

ApplicationsAWS Glue

Should you replace AWS Glue?

Alteryx is the strongest catalog alternative to evaluate for AWS Glue.

AWS Glue

Current
Hybrid Payg
4.2/5
Annual cost
--
Seats assigned
--

This catalog view compares public market data and does not include organization spend or usage.

AWS Glue alternatives

See how AWS Glue compares to 5 alternative apps you can switch to.

AlteryxBest FitSeat-basedAvg. switch cost$4,200/yr•$350/monthAlteryx is a good fit if: your team needs to blend complex data sources and build automated analytical workflows without coding.
DatabricksWorth ConsideringSeat-basedAvg. switch cost--Databricks is a good fit if: your team processes large-scale data workloads requires unified batch/streaming analytics with Apache Spark.
Azure Dat...Strong ContenderPublic pricingAvg. switch cost--ADF offers richer visual orchestration for Azure shops, but forces you to bolt on Databricks and Purview to match Glue's unified serverless stack.
Google Cl...Worth ConsideringSeat-basedAvg. switch cost--Google Cloud Dataflow is a good fit if: you require serverless stream and batch processing with autoscaling and Apache Beam compatibility.
Aws LambdaWorth ConsideringSeat-basedAvg. switch cost--Aws Lambda is a good fit if: you have variable or unpredictable traffic patterns and want to eliminate server management overhead.

Alteryx and Databricks selected for comparison.

Annual costTotal subscription cost for each app, shown for the selected billing period.
AWS Glue

--

AWS Glue Free Tier

Public catalog pricing. Organization spend is not included.

Alteryx

$4,200

Designer Cloud ($350/month)

Public catalog pricing estimate.

Databricks

$3,000

Standard

Public catalog pricing estimate.

3-Year Net SavingEstimated savings over three years after migration and setup costs.
AWS Glue

$0

No migration in the current app baseline.

Alteryx

--

After $35,000 estimated migration cost.

Databricks

--

After $35,000 estimated migration cost.

Team Fit ScoreHow closely the app matches the teams, workflows, and usage patterns currently in place.
AWS Glue

--

Alteryx

75/100

Powerful for data analysts, excessive for casual reporting needs

Databricks

75/100

Ideal for Data Engineering/ML teams, poor for general business users

Adoption RiskExpected friction, training effort, and behavior change needed to move teams onto the alternative.
AWS Glue

--

Public adoption signal for the current app.

Alteryx

high

Alteryx is a high-complexity migration. Estimated 8 weeks and $35,000 one-time cost.

Databricks

high

Databricks is a high-complexity migration. Estimated 12 weeks and $35,000 one-time cost.

User satisfactionAvailable rating and review signal for team sentiment around the app.
AWS Glue

4.2/5.0

195 reviews

Alteryx

4.6/5.0

2450 reviews

Databricks

--

847 reviews

Timeline & DisruptionExpected migration duration and disruption to normal workflows.
AWS Glue

No migration needed

Alteryx

8 weeks

High

Alteryx is a high-complexity migration. Estimated 8 weeks and $35,000 one-time cost.

Databricks

12 weeks

High

Databricks is a high-complexity migration. Estimated 12 weeks and $35,000 one-time cost.

Setup & trainingOne-time implementation, enablement, and training investment required.
AWS Glue

--

Alteryx

$35,000

Estimated one-time migration and setup effort.

Databricks

$35,000

Estimated one-time migration and setup effort.

Integration CoverageHow much of the current integration and workflow surface is covered by the app.
AWS Glue

--

Alteryx

--

Supports 350 native integrations.

Databricks

--

Supports 450 native integrations.

Feature Match (%)How closely the app matches current feature needs, including notable gaps or risks.
AWS Glue

100%

Alteryx

70%

Databricks

70%

CertificationsSecurity, privacy, and compliance certifications available for each app.
AWS Glue
SOC 1SOC 2SOC 3ISO 27001ISO 27017ISO 27018PCI DSSHIPAAFedRAMPGDPR
Alteryx
SOC 2 Type IIGDPRISO 27001
Databricks
SOC 2 Type IIISO 27001GDPRHIPAA
Choose This IfThe conditions where keeping or switching to this app is likely to make sense.
AWS Glue

You already standardize on this app.

Alteryx

Your team needs to blend complex data sources and build automated analytical workflows without coding

Databricks

Your team processes large-scale data workloads requires unified batch/streaming analytics with Apache Spark

Avoid This IfThe conditions where this app is likely to create cost, workflow, or adoption risk.
AWS Glue

Public pricing or fit signals no longer match your needs.

Alteryx

Your users need only basic dashboards and lack the technical aptitude for data preparation workflows

Databricks

Your team lacks SQL/Python expertise or needs simple drag-drop ETL without engineering resources

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