Apache Airflow
Depends
Confidence: Medium
Airflow is a buy for data engineering teams running many complex, code-defined pipelines with real ops capacity.
Comparison
Apache Airflow vs G2
Apache Airflow and G2 both land on Depends.
G2
Depends
Confidence: Medium
Buyers shortlisting B2B software should use G2 free as one input, cross-checked against Capterra or TrustRadius.
| Compare | Apache Airflow | G2 |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Data teams with complex, code-defined pipelines | B2B software buyers shortlisting tools |
| Who it's not for | Small teams that just need cron-style scheduled scripts | Vendors without five-figure budgets |
| Privacy | Actively maintained with a published security model, but frequent CVEs and publicized misconfiguration leaks . patch fast and lock down deployments.⁹ | No public security page found; UpGuard reports no phishing; G2's own DPA references a past data breach. |
| Support quality | No direct support evidence found | Trustpilot and BBB complaints about G2's service |
| Public sentiment | Reviewers and Reddit data engineers respect Airflow's orchestration power but repeatedly flag its learning curve, self-hosting burden, and tendency to be used outside its sweet spot.² | Buyers find G2 useful for breadth, but sentiment on G2's own service skews negative on Trustpilot and Redditors weigh it against Capterra and Trustpilot. |
| Biggest gotcha | Managed Airflow costs add up . setups around $1,500/month reported; forecast usage before committing.⁶ | Vendor contracts are negotiated and opaque; budget five figures annually before committing. |
Pick Apache Airflow when
- Data teams with complex, code-defined pipelines
- Batch ETL scheduling and monitoring at scale
- Orgs with DevOps capacity or managed-hosting budget
When Apache Airflow is not a fit
- Small teams that just need cron-style scheduled scripts
- Non-developers . every workflow is Python code
- Real-time or streaming workloads (batch-oriented tool)
- Teams with nobody to patch, secure, and operate it
Pick G2 when
- B2B software buyers shortlisting tools
- Teams wanting peer reviews pre-demo
- SaaS vendors building review-based social proof
- Marketers using buyer-intent data
When G2 is not a fit
- Vendors without five-figure budgets
- Anyone expecting unbiased star ratings
- Consumer-product shoppers . B2B only
- Buyers wanting deep technical vetting
Sources
- Apache Airflow Review: the good, the bad - Start Data Engineeringstartdataengineering.comreview
review
review
review
review
- Reddit: Airflow setup costs $1500/monthreddit.comreview
- Companies that use Apache Airflow (53,871) | TheirStacktheirstack.comnews
- Misconfigured Apache Airflow servers leak thousands of credentialsbleepingcomputer.comnews
- CVE-2026-33858: Apache Airflow RCE Vulnerabilitysentinelone.comsecurity
- Apache Airflow vulnerabilities . 36 known CVEs | IsItPatchedisitpatched.comsecurity
- Apache Airflow Pricing (2026): Free Core + Managed Plansmodern-datatools.comofficial
- Amazon MWAA Pricingaws.amazon.comofficial
- ASF Announces Apache Airflow as a Top-Level Projectnews.apache.orgofficial
official
- G2 (company) . Wikipediaen.wikipedia.orgnews
- G2 . product siteg2.comofficial
