Comparison
DB-GPT vs spiceai
Verdict
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; pick spiceai if spiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases.
Markdown twin · DB-GPT alternatives · spiceai alternatives
GraphCanon updated Sep 20, 2026
12views this month
Trust & integrity
| Signal | DB-GPT | spiceai |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 19, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 19, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- DB-GPT
- open-source agentic AI data assistant for the next generation of AI + Data products
- spiceai
- A real-time analytics node for data-grounded AI applications
Stars
- DB-GPT
- 20k
- spiceai
- 3.1k
Forks
- DB-GPT
- 2.9k
- spiceai
- 230
Open issues
- DB-GPT
- 428
- spiceai
- 846
Language
- DB-GPT
- Python
- spiceai
- Rust
Adopt for
- DB-GPT
- DB-GPT is an open-source framework that integrates with various LLM services, streamlining tasks from reasoning to SQL execution and planning.
- spiceai
- SpiceAI is designed for real-time analytics and operates in Rust to integrate seamlessly with operational databases.
Persona
- DB-GPT
- -
- spiceai
- -
Runtime
- DB-GPT
- -
- spiceai
- -
License
- DB-GPT
- MIT
- spiceai
- Apache-2.0
Last pushed
- DB-GPT
- Aug 17, 2026
- spiceai
- Sep 19, 2026
Categories
- DB-GPT
- Data & Retrieval, LLM Frameworks
- spiceai
- Data & Retrieval, LLM Frameworks
Trust and health
Open issues (now)
- DB-GPT
- 428
- spiceai
- 846
Stars delta
- DB-GPT
- +239 (30d)
- spiceai
- +37 (30d)
Open issues delta
- DB-GPT
- -5 (30d)
- spiceai
- +422 (30d)
Full report
- DB-GPT
- Trust report
- spiceai
- Trust report
Choose DB-GPT if…
- DB-GPT is primarily Python; spiceai is Rust.
- License: DB-GPT is MIT, spiceai is Apache-2.0.
- Tags unique to DB-GPT: agents, bgi, database, deepseek.
- - 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.
Choose spiceai if…
- spiceai is primarily Rust; DB-GPT is Python.
- License: spiceai is Apache-2.0, DB-GPT is MIT.
- Tags unique to spiceai: accelerated sql, llm-inference, operational database integration, real-time analytics.
- When you need real-time data-grounded AI applications that require fast SQL query execution, search capabilities, or LLM-inference
When NOT to use spiceai
- If your project already has a robust solution for real-time analytics that does not benefit from being rewritten in Rust
- Where the ecosystem preference is not Rust, as SpiceAI's accelerated query engine and integration features are tied closely with Rust
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (eosphoros-ai/DB-GPT) · observed Sep 20, 2026
- GitHub forks (eosphoros-ai/DB-GPT) · observed Sep 20, 2026
- Last push (eosphoros-ai/DB-GPT) · observed Aug 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (spiceai/spiceai) · observed Sep 20, 2026
- GitHub forks (spiceai/spiceai) · observed Sep 20, 2026
- Last push (spiceai/spiceai) · observed Sep 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: DB-GPT 20k · spiceai 3.1k (synced Sep 20, 2026).
Common questions
- What is the difference between DB-GPT and spiceai?
- DB-GPT: open-source agentic AI data assistant for the next generation of AI + Data products. spiceai: A real-time analytics node for data-grounded AI applications. See the comparison table for live GitHub stats and shared categories.
- When should I choose DB-GPT over spiceai?
- Choose DB-GPT over spiceai when DB-GPT is primarily Python; spiceai is Rust; License: DB-GPT is MIT, spiceai is Apache-2.0; Tags unique to DB-GPT: agents, bgi, database, deepseek; - You need a tool that can handle complex data processing and task automation using AI.
- When should I choose spiceai over DB-GPT?
- Choose spiceai over DB-GPT when spiceai is primarily Rust; DB-GPT is Python; License: spiceai is Apache-2.0, DB-GPT is MIT; Tags unique to spiceai: accelerated sql, llm-inference, operational database integration, real-time analytics; When you need real-time data-grounded AI applications that require fast SQL query execution, search capabilities, or LLM-inference.
- 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.
- When should I avoid spiceai?
- If your project already has a robust solution for real-time analytics that does not benefit from being rewritten in Rust Where the ecosystem preference is not Rust, as SpiceAI's accelerated query engine and integration features are tied closely with Rust
- Is DB-GPT or spiceai more popular on GitHub?
- DB-GPT has more GitHub stars (19,740 vs 3,084). Stars measure visibility, not whether either tool fits your constraints.
- Are DB-GPT and spiceai open source?
- Yes - both are open-source projects on GitHub (DB-GPT: MIT, spiceai: Apache-2.0).
- Where can I find alternatives to DB-GPT or spiceai?
- GraphCanon lists graph-backed alternatives at DB-GPT alternatives and spiceai alternatives (DB-GPT markdown twin, spiceai 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, DB-GPT or spiceai?
- DB-GPT: Very active. spiceai: 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 DB-GPT and spiceai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: DB-GPT trust report; spiceai trust report.