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Should I Use Airbyte?

airbyte.com·Analyzed 14 hours ago··Based on 13 sources

Airbyte is the open-source data movement platform. Run ELT pipelines across 700+ connectors to any warehouse, lake, vector database, or AI agent.

Depends

Depends

Buy if you're an engineering-led team syncing many SaaS sources into a warehouse or vector DB.

Powerful for data teams with many sources; overkill and patch-it-yourself risky for small sync jobs.

Confidence: Medium

4.4/5

G2 rating

77 reviews

$10/mo

Starting price

Cloud plan; usage credits from $2.50

$181M

Funding

Raised across 5 rounds; $150M Series B

Yes

Free option

Open-source self-hosted core

Value for money3

Cheap $10 entry; usage credits inflate with volume.

Ease of use4

G2 users call pulling data simple.

Feature depth4

700+ connectors plus no-code builder.

Support quality2

Third-party reviews cite incident and support complaints.

Security posture2

SOC 2/HIPAA yes, but recent high-severity CVEs.

Pros

  • 700+ connectors to warehouses, lakes, and vector databases.⁸
  • Open-source core you can self-host for free.
  • G2 users say pulling data is incredibly simple.¹
  • No-code connector builder for custom sources.
  • SOC 2 and HIPAA compliance available.⁵

Cons

  • High-severity cross-workspace CVE (CVSS 8.8) through platform 2.0.0.10
  • Reddit threads actively ask why Airbyte gets so many complaints.³
  • Usage-based credit pricing makes cost unpredictable at scale.⁵
  • Self-hosting hundreds of pipelines reportedly carries major drawbacks.⁴
  • Multiple critical and high-severity vulnerabilities reported in v1.7.2.11

Gotchas

  • highSelf-hosted means you own upgrades and security patching — CVEs land on you.⁴
  • mediumCredit pricing (~$2.50/credit) scales with data volume; big syncs can spike bills.⁵
  • mediumThird-party comparisons cite real-world complaints about incidents and support responsiveness.⁶
  • mediumOpen-source history includes a reported 2022 EC2 exposure incident; harden before production.12

Best for

  • Data teams syncing 10+ SaaS sources to a warehouse
  • AI teams feeding vector databases
  • Engineering orgs comfortable self-hosting OSS
  • Teams avoiding per-row pricing like Fivetran

Not for

  • Small teams needing one or two simple syncs — overkill
  • Companies with no engineer to own pipelines and upgrades
  • Buyers who want zero-maintenance, fully managed ELT
  • Orgs that can't tolerate an active CVE history

Pricing

Self-hosted (open-source)

Free

  • Run connectors on your own infrastructure
  • You own operations and patching

Cloud Standard

From $10/mo

  • Includes monthly credits
  • Usage billed ~$2.50 per credit

Enterprise

Not disclosed

  • For large organizations with higher data volumes
  • Additional security features

Security

Active CVE history including a CVSS 8.8 cross-workspace flaw in platform ≤2.0.0; SOC 2 and HIPAA available on cloud.

  • CVE-2026-80049 — cross-workspace vulnerability, Airbyte Platform ≤2.0.0High-severity (CVSS 8.8) cross-workspace issue in Airbyte Platform through 2.0.0.10
  • CVE-2025-68664 — Connector-Builder-ServerVulnerability in Airbyte Connector-Builder-Server; security team review of dependency reported Jan 2026.11
  • Multiple critical/high vulnerabilities in airbyte 1.7.2A security vulnerability report flagged multiple critical and high-severity vulnerabilities in version 1.7.2.11

What users say

Ratings are solid (4.4/5 on G2), with praise for simple data pulls offset by Reddit criticism of reliability, self-hosting pain, and support.

“I love that Airbyte makes it incredibly simple to pul…”
— G2 review
“Airbyte Cloud's scalability is good, and the functiona…”
— AWS Marketplace review
“Our team currently uses stitch for data ingestion. We…”
— Reddit, r/dataengineering

Alternatives

Compare Airbyte with each alternative.

AWS Glue

Serverless ETL if you're already deep on AWS.

Full analysis

Based on 13+ public sources; many snippets truncated, so user quotes are partial.

Sources

  1. Airbyte Reviews 2026 — G2g2.com
    review
  2. Airbyte Reviews — Gartner Peer Insightsgartner.com
    review
  3. Why so many Airbyte complaints? — Redditreddit.com
    review
  4. Any major drawbacks of self-hosted Airbyte? — Redditreddit.com
    review
  5. Airbyte Review 2026 — Integrate.iointegrate.io
    review
  6. Fivetran vs. Airbyte ELT Guidedataopsleadership.substack.com
    review
  7. Airbyte Reviews — AWS Marketplaceaws.amazon.com
    review
  8. Airbyte official site & pricingairbyte.com
    official
  9. Manage billing and credits — Airbyte Docsdocs.airbyte.com
    official
  10. CVE-2026-80049 — Airbyte Platform cross-workspacevulncheck.com
    security
  11. Security vulnerability report, airbyte 1.7.2 — GitHubgithub.com
    security
  12. Improving Security for Open Source Airbyte Usersairbyte.com
    official
  13. Airbyte $150M Series Bairbyte.com
    news

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