Comparison
gpt4all vs unstract
Verdict
Pick gpt4all when gpt4all is primarily C++; unstract is Python; pick unstract when unstract is primarily Python; gpt4all is C++.
Markdown twin · gpt4all alternatives · unstract alternatives
GraphCanon updated today
Trust & integrity
| Signal | gpt4all | unstract |
|---|---|---|
| Maintenance | Dormant (409d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- gpt4all
- GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
- unstract
- LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
Stars
- gpt4all
- 77k
- unstract
- 6.7k
Forks
- gpt4all
- 8.3k
- unstract
- 633
Open issues
- gpt4all
- 768
- unstract
- 84
Language
- gpt4all
- C++
- unstract
- Python
Adopt for
- gpt4all
- -
- unstract
- -
Persona
- gpt4all
- -
- unstract
- -
Runtime
- gpt4all
- -
- unstract
- -
License
- gpt4all
- MIT
- unstract
- AGPL-3.0
Last pushed
- gpt4all
- May 27, 2025
- unstract
- Jul 11, 2026
Categories
- gpt4all
- LLM Frameworks, Inference & Serving
- unstract
- AI Agents, LLM Frameworks, Inference & Serving
Trust and health
Maintenance
- gpt4all
- Dormant (18%)
- unstract
- Very active (96%)
Days since push
- gpt4all
- 409d
- unstract
- 0d
Open issues (now)
- gpt4all
- 768
- unstract
- 84
Security scan
- gpt4all
- No lockfile
- unstract
- No MCP manifest
Full report
- gpt4all
- Trust report
- unstract
- Trust report
Choose gpt4all if…
- gpt4all is primarily C++; unstract is Python.
- License: gpt4all is MIT, unstract is AGPL-3.0.
- Tags unique to gpt4all: ai-chat, c++, llm-inference.
When NOT to use gpt4all
- Last GitHub push was 410 days ago (dormant maintenance, May 27, 2025). Validate activity before betting a new project on gpt4all.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose unstract if…
- unstract is primarily Python; gpt4all is C++.
- License: unstract is AGPL-3.0, gpt4all is MIT.
- Tags unique to unstract: mcp-server, data-engineering, llm, json-extraction.
- Also covers AI Agents.
When NOT to use unstract
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (nomic-ai/gpt4all) · observed Jul 11, 2026
- GitHub forks (nomic-ai/gpt4all) · observed Jul 11, 2026
- Last push (nomic-ai/gpt4all) · observed May 27, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Zipstack/unstract) · observed Jul 11, 2026
- GitHub forks (Zipstack/unstract) · observed Jul 11, 2026
- Last push (Zipstack/unstract) · observed Jul 11, 2026
- License file (AGPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: gpt4all 77k · unstract 6.7k (synced Jul 11, 2026).
Common questions
- What is the difference between gpt4all and unstract?
- gpt4all: GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.. unstract: LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose gpt4all over unstract?
- Choose gpt4all over unstract when gpt4all is primarily C++; unstract is Python; License: gpt4all is MIT, unstract is AGPL-3.0; Tags unique to gpt4all: ai-chat, c++, llm-inference.
- When should I choose unstract over gpt4all?
- Choose unstract over gpt4all when unstract is primarily Python; gpt4all is C++; License: unstract is AGPL-3.0, gpt4all is MIT; Tags unique to unstract: mcp-server, data-engineering, llm, json-extraction; Also covers AI Agents.
- When should I avoid gpt4all?
- Last GitHub push was 410 days ago (dormant maintenance, May 27, 2025). Validate activity before betting a new project on gpt4all. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid unstract?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is gpt4all or unstract more popular on GitHub?
- gpt4all has more GitHub stars (77,386 vs 6,696). Stars measure visibility, not whether either tool fits your constraints.
- Are gpt4all and unstract open source?
- Yes - both are open-source projects on GitHub (gpt4all: MIT, unstract: AGPL-3.0).
- Where can I find alternatives to gpt4all or unstract?
- GraphCanon lists graph-backed alternatives at gpt4all alternatives and unstract alternatives (gpt4all markdown twin, unstract 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, gpt4all or unstract?
- gpt4all: Dormant. unstract: 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 gpt4all and unstract?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: gpt4all trust report; unstract trust report.