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AWS Glue Alternatives: 6 Options Compared, Including Free (2026)

Explore 6 alternatives to AWS Glue — vetted by our editors with real user reviews, pricing, and feature comparisons.

Best free AWS Glue alternatives: a side-by-side view

Quick answer

If you only check three AWS Glue alternatives, make them Hevo, Panoply and Rivery. Hevo leads with a SpotScore of 9.8 and a 4.36★ rating. See how all 6 compare on score, rating, and price below.

Not every team clicks with AWS Glue, and that's fine. These 6 etl tools free alternatives give you real choices on price, features, and usability. We rank them by SpotScore, which combines real-user satisfaction with market presence, then layer in ratings and pricing. Scan the comparison table first, then read the detail for each pick.

ProductSpotScoreRatingPricingBest for
HevoStreamline your data flow and unleash your potential.9.8★★★★☆ 4.36(211)Freefrom $149/moteams of all sizes
PanoplyStreamline prototyping and data processing with ease.9.7★★★★★ 4.73(56)Freefrom $1558/moteams of all sizes
RiverySimplify data integration with ease and efficiency.9.3★★★★★ 4.95(66)FreeFree Trial · Quotation Basedteams of all sizes
CloverDXTransform your data with ease and precision.9.1★★★★★ 4.65(33)FreeFree Trial · One-time license · Quotation Basedteams of all sizes
Qlik ReplicateEfficiently transform, load, and control data for better insights.8.5★★★★★ 4.71(40)FreeFree Trial · Quotation Basedteams of all sizes
Datagaps ETL ValidatorEffortless ETL testing for seamless data migration.8★★★★★ 4.5FreeFree Trial · Quotation Basedteams of all sizes

9.8

SpotScore

Hevo - ETL Tools

Hevo

Streamline your data flow and unleash your potential.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.4

211 verified reviews

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What is Hevo?

Hevo makes it easy to get the analysis-ready data you need to power your data warehouse. Our no-code platform is engineered for modern ETL, ELT and Reverse ETL scenarios, so data teams can streamline and automate their organizational data flows with ease. It even saves you up to 10 hours per ...

Read more about Hevo
Free TrialTry Free →·

Hevo offers custom pricing plan

9.7

SpotScore

Panoply - ETL Tools

Panoply

Streamline prototyping and data processing with ease.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.7

56 verified reviews

Add to compare

What is Panoply?

Panoply is a utility package of easy to use tools to facilitate rapid prototyping and automatic data processing. Panoply includes functions to turn dictionaries into lists, to generate random numbers, and to send messages over TCP/IP. Panoply is compatible with ipython and supports parallel ...

Read more about Panoply
Free TrialTry Free →·

Panoply offers custom pricing plan

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9.3

SpotScore

Rivery - ETL Tools

Rivery

Simplify data integration with ease and efficiency.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

5.0

66 verified reviews

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What is Rivery?

Rivery is ETL tool. It allows user to transform data from one format to another, loading the file into a database or an Excel sheet. The transformation rules are stored in a configuration file and can be edited by the non-technical users. The main purpose of this service is to help the business ...

Read more about Rivery
Free Trial·

Rivery offers custom pricing plan

9.1

SpotScore

CloverDX - ETL Tools

CloverDX

Transform your data with ease and precision.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.7

33 verified reviews

Add to compare

What is CloverDX?

CloverDX is a powerful and robust toolset that helps user to automatically extract, transform and load data. Designed with end to end data availability in mind, CloverDX allows users to isolate and identify the source of any issue that leads to data. Cleanup missing data entries with the source ...

Read more about CloverDX
Free TrialTry Free →·

CloverDX offers custom pricing plan

8.5

SpotScore

Qlik Replicate - ETL Tools

Qlik Replicate

Efficiently transform, load, and control data for better insights.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.7

40 verified reviews

Add to compare

What is Qlik Replicate?

Qlik Replicate is a powerful, easy to use ETL (Extract, Transform and Load) workflow platform that helps user to determine the strengths and weaknesses of the existing data quality processes. It enables user to replicate the Master Data in real time to achieve consistent centralised data with ...

Read more about Qlik Replicate
Free Trial·

Qlik Replicate offers custom pricing plan

8.0

SpotScore

Datagaps ETL Validator - ETL Tools

Datagaps ETL Validator

Effortless ETL testing for seamless data migration.

Best for: SMB teams · Mid-market · Enterprise

Start Free Trial

4.5

Add to compare

What is Datagaps ETL Validator?

Datagaps ETL Validator offers a comprehensive ETL testing solution designed to make data migration easier. Built with an in-built ETL engine, it is capable of handling millions of records from multiple sources and executing test cases simultaneously. Compared with other ETL tools, Datagaps ...

Read more about Datagaps ETL Validator
Free Trial·

Datagaps ETL Validator offers custom pricing plan

The main AWS Glue competitors

Buyers comparing AWS Glue usually weigh it against these 6 etl tools competitors, starting with Hevo, Panoply and Rivery. Each is compared against AWS Glue on rating, pricing and feature coverage below.

What else works like AWS Glue?

Searches for "sites like AWS Glue" and "apps like AWS Glue" land on the same shortlist as "AWS Glue alternatives" — the 6 options below cover both, whether you want a like-for-like replacement or something lighter.

What makes each AWS Glue alternative worth considering

Hevo9.8Best for teams of all sizes

Easy to use with a clean interface, suitable for users with varying technical expertise.

Watch for: Limited options in the Marketplace for additional apps and connectors may restrict advanced functionalities.

Panoply9.7Best for teams of all sizes

Consolidates data from multiple sources into a queryable warehouse without manual ETL coding.

Watch for: Lacks enterprise features such as two-factor authentication and complex connectivity options.

Rivery9.3Best for teams of all sizes

User-friendly interface, making tasks easy to execute for beginners and experts alike.

Watch for: Newcomers may find the richness of features and customization options overwhelming without adequate support.

CloverDX9.1Best for teams of all sizes

Highly visual layout that simplifies data transformation processes and tracking.

Watch for: Can be intimidating for newcomers without proper support due to the richness of features and customizations.

Qlik Replicate8.5Best for teams of all sizes

Provides near real-time data replication, allowing for quick analysis and insights.

Watch for: Some challenges with features stability and reliability, occasionally leading to issues with data ingestion.

Datagaps ETL Validator8Best for teams of all sizes

Comprehensive ETL testing

Watch for: Can be expensive

Why teams look for a AWS Glue alternative

When AWS Glue stops fitting, it's typically for reasons such as:

  • Limited support for programming languages (mainly Python and Scala).
  • Costs can be higher, especially for large datasets.
  • Limited third-party tool integrations.
  • Lack of proper documentation for beginners.

The buyer's checklist for a AWS Glue alternative

Here's how the 6 free alternatives differ where it counts: 6 offer a free tier; paid plans run $149–$1558, with Hevo the cheapest entry point; and Rivery is the highest rated at 4.95★ across 66 reviews.

How we sort these tools.

Frequently Asked Questions (FAQs)

Stuck on something? We're here to help with all the questions and answers in one place.

The top-rated alternatives to AWS Glue are Rivery (5.0★), Panoply (4.7★), Qlik Replicate (4.7★). Compare all 6 alternatives side-by-side above.

When evaluating alternatives to AWS Glue, prioritize: Data Transformation, Match & Merge, Data Quality Control, Metadata Management, Data Integration, transparent pricing, free trial availability, and integrations with your existing tools. Use the filters above to compare by feature, budget, and team size.

AWS Glue starts from $0.44. Many alternatives offer similar functionality at different price points — some with free tiers, others with more flexible per-seat pricing. Use the filters above to narrow by budget.

Migration difficulty depends on how deeply AWS Glue is integrated into your workflows. Most alternatives offer data export/import tools and dedicated onboarding support. We recommend narrowing to 2–3 options, running a free trial, and checking each vendor's migration guides before committing.

How to find your ideal AWS Glue alternative

  • On a budget / just exploring: start with a free tier — Hevo, Panoply and Rivery let you evaluate without paying upfront.
  • If real-user ratings matter most: Rivery has the strongest star rating (4.95★) among the options with verified reviews.
  • Want the safest pick: Hevo has the highest Spotsaas Score (9.8) in this list — a strong default if you're unsure.

Moving your team off AWS Glue

Easing off AWS Glue works best when you test before you commit. Export your data, confirm the new tool reads it, and verify your essential features. Pilot the change with a free trial, then roll out fully, keeping AWS Glue as a fallback until migration ends.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].