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Alternatives

Best Hamilton alternatives in 2026

Data compiled by Toolradar Updated How we rate

Cite this list: Toolradar, best Hamilton alternatives 2026, toolradar.com/alternatives/hamilton

3 direct alternatives to Hamilton and 5 more tools in the same category, compared on pricing, features, and best-for use cases. Pick the right replacement without the marketing fluff.

Quick answer

  • Prefect is the top alternative to Hamilton on our list, followed by Meltano and Singer.
  • 5 of the 8 alternatives have a free plan, starting with Prefect.
  • Highest rated: Skyvia, 4.8 out of 5 from 437 ratings, Aug 2026.
Publications that cover the tools tracked here
  • TechCrunch
  • Bloomberg
  • The Information
  • Fortune
  • The Verge
  • 8 alternatives
  • 3 direct
  • 5 with a free plan

Top 3 alternatives to Hamilton

  1. Prefect logo

    Prefect

    #1 Top pick

    Modern workflow orchestration platform

    Starting price

    From $100 /mo

    Cheapest paid plan, monthly, as of November 2026

    4.5 /5 on G2 · 125 ratings, Sep 2026

    Our take

    Best overall

  2. Meltano logo

    Open-source data integration platform

    Pricing

    Free

    4.9 /5 on G2 · 7 ratings, Sep 2026

    Our take

    Highest rated

  3. Singer logo

    Singer

    #3

    Open-source data integration framework

    Pricing

    Free

Hamilton vs 8 alternatives

Hamilton and its alternatives compared on starting price (cheapest paid plan, monthly, as of November 2026), free plan and average user rating, and how directly each replaces it.
Hamilton logo
Hamilton Compared tool
Price: Free Free plan: Yes n/a
Prefect logo
Prefect
Price: $100/mo Free plan: Yes 4.5 out of 5, from 125 ratings on G2 (125) Direct alternative
Meltano logo
Meltano
Price: Free Free plan: Yes 4.9 out of 5, from 7 ratings on G2 (7) Direct alternative
Singer logo
Singer
Price: Free Free plan: Yes n/a Direct alternative
MuleSoft logo
MuleSoft
Price: Contact sales Free plan: No 4.4 out of 5, from 1,468 ratings across SourceForge, G2 and Capterra (1,468) Same category as Hamilton
Boomi logo
Boomi
Price: Usage-based Free plan: No 4.4 out of 5, from 779 ratings across G2 and Capterra (779) Same category as Hamilton
Qlik logo
Qlik
Price: $300/mo Free plan: No 4.4 out of 5, from 1,191 ratings across G2 and Capterra (1,191) Same category as Hamilton
Skyvia logo
Skyvia
Price: Free + paid Free plan: Yes 4.8 out of 5, from 437 ratings across G2 and Capterra (437) Same category as Hamilton
Logstash logo
Logstash
Price: Free Free plan: Yes 4.6 out of 5, from 553 ratings across SourceForge and G2 (553) Same category as Hamilton

Why people consider alternatives to Hamilton

Apache Hamilton (incubating) is a general-purpose framework designed to help users build and manage dataflows using standard Python functions.

Teams most often switch away when one of these starts to bite:

  • A feature or quota ceiling that a paid specialist covers and this free tool does not.
  • Missing integrations with the rest of your stack.
  • Performance or scale limits as your needs grow.
  • A specific feature gap you have hit in etl & data pipelines.

The 3 direct alternatives below cover the same core job (ETL & data pipelines) with different trade-offs. The 5 tools marked "Same category as Hamilton" fit the category but replace Hamilton less directly.

Hamilton by the numbers

Hamilton compared with 111 ETL & Data Pipelines tools on Toolradar, as of Nov 2026
Metric Hamilton Peer median Position (1 is best)
Free plan Yes 60% have one n/a
Integrations listed 1 2 #17 of 23 (joint) tools with at least one integration recorded

Each position is counted among the tools that have data for that row, as noted under it. All ETL & Data Pipelines data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “Hamilton by the numbers”, Nov 2026.

ETL & Data Pipelines leaderboards from Toolradar data

Toolradar ranks ETL & Data Pipelines tools on one measure at a time, only where at least 8 tools have data. As of Nov 2026.

CSV download of these ETL & Data Pipelines leaderboards, licensed CC BY 4.0

Lowest entry price, plans with no stated unit

Cheapest standard paid plan per month (annual prices divided by 12), read on vendor pages and compared only with tools priced on the same basis.

Counted among 26 tools with no stated price unit, verified price.

Lowest entry price, plans with no stated unit, ETL & Data Pipelines tools on Toolradar, as of Nov 2026
# Tool Entry plan
1 Cleo $2.99/mo, billed monthly
2 Import.io $9/mo, billed monthly
3 Airbyte $10/mo, billed monthly
3 Dagster $10/mo, billed monthly
5 Supermemory $19/mo, billed monthly

A position exists only when at least 8 tools have data for that metric. 26 of 111 ETL & Data Pipelines tools have a verified price; the others publish none we could read (often "contact sales"). Advertising and placement fees are not inputs to any position. Visit counts include visits from every source. How we compute this. Cite this: Toolradar, “ETL & Data Pipelines leaderboards”, Nov 2026. Data licensed CC BY 4.0. All ETL & Data Pipelines statistics.

8 alternatives to Hamilton

Direct alternatives come first, ranked by G2 and Capterra ratings, media mentions, and editor review. Tools marked "Same category as Hamilton" follow, ranked the same way.

  1. 1
    Prefect logo

    Prefect

    Free plan

    Modern workflow orchestration platform

    4.5 /5 on G2 · 125 ratings, Sep 2026

    From $100/user/mo, billed monthly; free plan available

  2. 2
    Meltano logo

    Meltano

    100% free

    Open-source data integration platform

    4.9 /5 on G2 · 7 ratings, Sep 2026

    Free

  3. 3
    Singer logo

    Singer

    100% free

    Open-source data integration framework

    Free

  4. 4
    MuleSoft logo

    MuleSoft

    Paid Battle-tested at scale

    Unify apps, data, and devices across cloud and on-premise

    4.4 /5 across SourceForge, G2 and Capterra · 1,468 ratings, Sep 2026

    Price not published

    Same category as Hamilton

  5. 5
    Boomi logo

    Boomi

    Paid

    Integration platform and iPaaS

    4.4 /5 across G2 and Capterra · 779 ratings, Sep 2026

    Price not published

    Same category as Hamilton

  6. 6
    Qlik logo

    Qlik

    Paid Battle-tested at scale

    AI-powered analytics and robust data integration solutions for enterprise organizations.

    4.4 /5 across G2 and Capterra · 1,191 ratings, Sep 2026

    From $300/mo flat, billed yearly

    Same category as Hamilton

  7. 7
    Skyvia logo

    Skyvia

    Free plan

    No-code data integration for 200+ apps and databases

    4.8 /5 across G2 and Capterra · 437 ratings, Aug 2026

    Free plan available; paid prices not published

    Same category as Hamilton

  8. 8
    Logstash logo

    Logstash

    100% free

    Ingest, transform, and send data with 200+ plugins

    4.6 /5 across SourceForge and G2 · 553 ratings, Sep 2026

    Free

    Same category as Hamilton

Frequently asked questions

What is the best alternative to Hamilton?

Based on real-signal scoring (G2 and Capterra ratings, media mentions, and editorial review), the top alternatives to Hamilton are Prefect, Meltano, Singer. Each solves the same core job with different trade-offs on pricing, features, and integrations.

Is there a free alternative to Hamilton?

Hamilton is already 100% free (no paid upgrade path). Meltano is another fully free option listed here (Open-source data integration platform). Freemium tools on this list have a free tier plus paid plans; they are not the same as 100% free.

Why do people look for Hamilton alternatives?

Common reasons teams switch away from Hamilton even though it is free: missing integrations with the rest of their stack, performance or scale limits, or a specific feature gap in etl & data pipelines. The alternatives on this page solve the same core problem with a different feature set.

Side-by-side comparisons

In-depth comparison pages for Hamilton versus each alternative.

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