Alternatives
Best Apache Airflow alternatives in 2026
Data compiled by Toolradar Updated How we rate
Cite this list: Toolradar, best Apache Airflow alternatives 2026, toolradar.com/alternatives/apache-airflow
3 direct alternatives to Apache Airflow 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 Apache Airflow on our list, followed by Meltano and Dagster.
- 4 of the 8 alternatives have a free plan, starting with Prefect.
- Highest rated: Skyvia, 4.8 out of 5 from 437 ratings, Aug 2026.
- 8 alternatives
- 3 direct
- 4 with a free plan
Top 3 alternatives to Apache Airflow
Prefect
#1 Top pickModern 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
Meltano
#2Open-source data integration platform
Pricing
Free
4.9 /5 on G2 · 7 ratings, Sep 2026
Our take
Highest rated
Dagster
#3Data orchestration platform for ML pipelines
Starting price
From $10 /mo
Cheapest paid plan, monthly, as of November 2026
Our take
Most affordable
Apache Airflow vs 8 alternatives
| Tool | Starting price (Nov 2026) | Free plan | Rating | Fit |
|---|---|---|---|---|
 | Price: Usage-based | Free plan: No | 4.4 out of 5, from 129 ratings on G2 (129) | |
| Price: $100/mo | Free plan: Yes | 4.5 out of 5, from 125 ratings on G2 (125) | Direct alternative |
| Price: Free | Free plan: Yes | 4.9 out of 5, from 7 ratings on G2 (7) | Direct alternative |
| Price: $10/mo | Free plan: No | n/a | Direct alternative |
 | 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 Apache Airflow |
 | Price: Usage-based | Free plan: No | 4.4 out of 5, from 779 ratings across G2 and Capterra (779) | Same category as Apache Airflow |
 | Price: $300/mo | Free plan: No | 4.4 out of 5, from 1,191 ratings across G2 and Capterra (1,191) | Same category as Apache Airflow |
 | Price: Free + paid | Free plan: Yes | 4.8 out of 5, from 437 ratings across G2 and Capterra (437) | Same category as Apache Airflow |
 | Price: Free | Free plan: Yes | 4.6 out of 5, from 553 ratings across SourceForge and G2 (553) | Same category as Apache Airflow |
Why people consider alternatives to Apache Airflow
Airflow orchestrates complex data pipelines by letting you define workflows as code. Instead of scheduling scripts with cron and hoping they run in order, you write Python that describes dependencies between tasks. The scheduler handles…
Here are the real cost and limitation gotchas that push teams to look elsewhere:
- AWS MWAA data transfer and storage fees
- Astronomer potential add-on features
The 3 direct alternatives below cover the same core job (ETL & data pipelines) with different trade-offs. The 5 tools marked "Same category as Apache Airflow" fit the category but replace Apache Airflow less directly.
Apache Airflow by the numbers
| Metric | Apache Airflow | Peer median | Position (1 is best) |
|---|---|---|---|
| Free plan | No | 60% have one | n/a |
| Listed as an alternative to | 10 tools | 1 | #17 of 111 (joint) |
| User rating | 4.4/5 (across the web, 129 ratings) | 4.4/5 | #24 of 48 (joint) tools with 20+ reviews |
| Compare-page visits, last 30 days | 35 visits | 30 | #10 of 28 tools with 20+ compare-page visits |
Visitors most often compare Apache Airflow with Dagster (last 30 days, Nov 2026).
Listed as an alternative to: #17 on 2026-10-16 to #17 on 2026-11-02 (rank among 111 tools, 1 is best).
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. Visit counts include visits from every source.
Cite this: Toolradar, “Apache Airflow 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.
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.
| # | 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 Apache Airflow
Direct alternatives come first, ranked by G2 and Capterra ratings, media mentions, and editor review. Tools marked "Same category as Apache Airflow" follow, ranked the same way.
- 1
Prefect
Free plan Cheaper than Apache AirflowModern workflow orchestration platform
4.5 /5 on G2 · 125 ratings, Sep 2026
From $100/user/mo, billed monthly; free plan available
- 2
Meltano
100% free Cheaper than Apache AirflowOpen-source data integration platform
4.9 /5 on G2 · 7 ratings, Sep 2026
Free
- 3
Dagster
PaidData orchestration platform for ML pipelines
From $10/mo, billed monthly
- 4
MuleSoft
Paid Battle-tested at scaleUnify 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 Apache Airflow
- 5
Boomi
PaidIntegration platform and iPaaS
4.4 /5 across G2 and Capterra · 779 ratings, Sep 2026
Price not published
Same category as Apache Airflow
- 6
Qlik
Paid Battle-tested at scaleAI-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 Apache Airflow
- 7
Skyvia
Free plan Cheaper than Apache AirflowNo-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 Apache Airflow
- 8
Logstash
100% free Cheaper than Apache AirflowIngest, transform, and send data with 200+ plugins
4.6 /5 across SourceForge and G2 · 553 ratings, Sep 2026
Free
Same category as Apache Airflow
Frequently asked questions
What is the best alternative to Apache Airflow?
Based on real-signal scoring (G2 and Capterra ratings, media mentions, and editorial review), the top alternatives to Apache Airflow are Prefect, Meltano, Dagster. Each solves the same core job with different trade-offs on pricing, features, and integrations.
Is there a free alternative to Apache Airflow?
Yes. Meltano is 100% free (no paid upgrade path) (Open-source data integration platform). Freemium tools on this list offer a free tier with paid upgrades; they are not the same as fully free.
Why do people look for Apache Airflow alternatives?
Common reasons teams switch away from Apache Airflow: pricing that scales aggressively, 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 different trade-offs.
Side-by-side comparisons
In-depth comparison pages for Apache Airflow versus each alternative.
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