Comparison
seatunnel vs DB-GPT
Verdict
Pick seatunnel if seaTunnel is a powerful, Apache-licensed Java tool for seamless and scalable data integration across various modes – batch and streaming. It supports CDC and can be deployed in high-performance environments; pick DB-GPT if dB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning.
Markdown twin · seatunnel alternatives · DB-GPT alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | seatunnel | DB-GPT |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (1d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of 1d · none |
Tagline
- seatunnel
- SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
- DB-GPT
- open-source agentic AI data assistant for the next generation of AI + Data products
Stars
- seatunnel
- 9.5k
- DB-GPT
- 19k
Forks
- seatunnel
- 2.3k
- DB-GPT
- 2.8k
Open issues
- seatunnel
- 576
- DB-GPT
- 427
Language
- seatunnel
- Java
- DB-GPT
- Python
Adopt for
- seatunnel
- SeaTunnel is a powerful, Apache-licensed Java tool for seamless and scalable data integration across various modes – batch and streaming. It supports CDC and can be deployed in high-performance environments.
- DB-GPT
- DB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning.
Persona
- seatunnel
- -
- DB-GPT
- -
Runtime
- seatunnel
- -
- DB-GPT
- -
License
- seatunnel
- Apache-2.0
- DB-GPT
- MIT
Last pushed
- seatunnel
- Jul 10, 2026
- DB-GPT
- Jul 10, 2026
Categories
- seatunnel
- Data & Retrieval
- DB-GPT
- Data & Retrieval, LLM Frameworks
Trust and health
Open issues (now)
- seatunnel
- 576
- DB-GPT
- 427
Full report
- seatunnel
- Trust report
- DB-GPT
- Trust report
Choose seatunnel if…
- seatunnel is primarily Java; DB-GPT is Python.
- License: seatunnel is Apache-2.0, DB-GPT is MIT.
- Tags unique to seatunnel: apache, batch, cdc, change-data-capture.
- - When you need to handle both offline (batch) and real-time data processing within the same workflow.
When NOT to use seatunnel
- - For projects that do not require the scalability and performance enhancements provided by SeaTunnel; opt for it exclusively when handling large-scale or mission-critical data flows.
- - If your project already extensively uses another Apache tool with tightly integrated components, switching to SeaTunnel might introduce unnecessary complexity.
Choose DB-GPT if…
- DB-GPT is primarily Python; seatunnel is Java.
- License: DB-GPT is MIT, seatunnel is Apache-2.0.
- Tags unique to DB-GPT: agents, bgi, database, deepseek.
- Also covers LLM Frameworks.
- DB-GPT ships Docker support for self-hosted deployment.
- - You need a tool that can handle complex data processing and task automation using AI.
When NOT to use DB-GPT
- - You are looking for a heavily community-customized or fine-tuned experience as,DB-GPT's flexibility might be limited compared to more customizable systems.
- - Your use case strictly requires proprietary services and you seek a tool without dependency on third-party LLM services which DB-GPT inherently relies upon.
- - Deployment contexts that strictly adhere to closed-source frameworks or environments where open-source software is restricted might not align well with DB-GPT’s licensing model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (apache/seatunnel) · observed Jul 11, 2026
- GitHub forks (apache/seatunnel) · observed Jul 11, 2026
- Last push (apache/seatunnel) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (eosphoros-ai/DB-GPT) · observed Jul 11, 2026
- GitHub forks (eosphoros-ai/DB-GPT) · observed Jul 11, 2026
- Last push (eosphoros-ai/DB-GPT) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: seatunnel 9.5k · DB-GPT 19k (synced Jul 11, 2026).
Common questions
- What is the difference between seatunnel and DB-GPT?
- seatunnel: SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.. DB-GPT: open-source agentic AI data assistant for the next generation of AI + Data products. See the comparison table for live GitHub stats and shared categories.
- When should I choose seatunnel over DB-GPT?
- Choose seatunnel over DB-GPT when seatunnel is primarily Java; DB-GPT is Python; License: seatunnel is Apache-2.0, DB-GPT is MIT; Tags unique to seatunnel: apache, batch, cdc, change-data-capture; - When you need to handle both offline (batch) and real-time data processing within the same workflow.
- When should I choose DB-GPT over seatunnel?
- Choose DB-GPT over seatunnel when DB-GPT is primarily Python; seatunnel is Java; License: DB-GPT is MIT, seatunnel is Apache-2.0; Tags unique to DB-GPT: agents, bgi, database, deepseek; Also covers LLM Frameworks; DB-GPT ships Docker support for self-hosted deployment; - You need a tool that can handle complex data processing and task automation using AI.
- When should I avoid seatunnel?
- - For projects that do not require the scalability and performance enhancements provided by SeaTunnel; opt for it exclusively when handling large-scale or mission-critical data flows. - If your project already extensively uses another Apache tool with tightly integrated components, switching to SeaTunnel might introduce unnecessary complexity.
- When should I avoid DB-GPT?
- - You are looking for a heavily community-customized or fine-tuned experience as,DB-GPT's flexibility might be limited compared to more customizable systems. - Your use case strictly requires proprietary services and you seek a tool without dependency on third-party LLM services which DB-GPT inherently relies upon. - Deployment contexts that strictly adhere to closed-source frameworks or environments where open-source software is restricted might not align well with DB-GPT’s licensing model.
- Is seatunnel or DB-GPT more popular on GitHub?
- DB-GPT has more GitHub stars (19,443 vs 9,472). Stars measure visibility, not whether either tool fits your constraints.
- Are seatunnel and DB-GPT open source?
- Yes - both are open-source projects on GitHub (seatunnel: Apache-2.0, DB-GPT: MIT).
- Where can I find alternatives to seatunnel or DB-GPT?
- GraphCanon lists graph-backed alternatives at seatunnel alternatives and DB-GPT alternatives (seatunnel markdown twin, DB-GPT markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, seatunnel or DB-GPT?
- seatunnel: Very active. DB-GPT: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for seatunnel and DB-GPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: seatunnel trust report; DB-GPT trust report.