Comparison
gpt4all vs Star-Attention
Verdict
Pick gpt4all when gpt4all is primarily C++; Star-Attention is Python; pick Star-Attention when star-Attention is primarily Python; gpt4all is C++.
Markdown twin · gpt4all alternatives · Star-Attention alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | gpt4all | Star-Attention |
|---|---|---|
| Maintenance | Dormant (409d since push) As of today · github_public_v1 | Dormant (380d 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 lockfile As of today · none |
Tagline
- gpt4all
- GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
- Star-Attention
- Efficient LLM Inference over Long Sequences
Stars
- gpt4all
- 77k
- Star-Attention
- 393
Forks
- gpt4all
- 8.3k
- Star-Attention
- 23
Open issues
- gpt4all
- 768
- Star-Attention
- 0
Language
- gpt4all
- C++
- Star-Attention
- Python
Adopt for
- gpt4all
- -
- Star-Attention
- -
Persona
- gpt4all
- -
- Star-Attention
- -
Runtime
- gpt4all
- -
- Star-Attention
- -
License
- gpt4all
- MIT
- Star-Attention
- Apache-2.0
Last pushed
- gpt4all
- May 27, 2025
- Star-Attention
- Jun 25, 2025
Categories
- gpt4all
- LLM Frameworks, Inference & Serving
- Star-Attention
- LLM Frameworks, Inference & Serving
Trust and health
Days since push
- gpt4all
- 409d
- Star-Attention
- 380d
Open issues (now)
- gpt4all
- 768
- Star-Attention
- 0
Full report
- gpt4all
- Trust report
- Star-Attention
- Trust report
Choose gpt4all if…
- gpt4all is primarily C++; Star-Attention is Python.
- License: gpt4all is MIT, Star-Attention is Apache-2.0.
- Tags unique to gpt4all: ai-chat, c++.
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 Star-Attention if…
- Star-Attention is primarily Python; gpt4all is C++.
- License: Star-Attention is Apache-2.0, gpt4all is MIT.
- Tags unique to Star-Attention: python, large-language-models, attention-mechanism.
When NOT to use Star-Attention
- Last GitHub push was 381 days ago (dormant maintenance, Jun 25, 2025). Validate activity before betting a new project on Star-Attention.
- 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 (NVIDIA/Star-Attention) · observed Jul 11, 2026
- GitHub forks (NVIDIA/Star-Attention) · observed Jul 11, 2026
- Last push (NVIDIA/Star-Attention) · observed Jun 25, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: gpt4all 77k · Star-Attention 393 (synced Jul 11, 2026).
Common questions
- What is the difference between gpt4all and Star-Attention?
- gpt4all: GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.. Star-Attention: Efficient LLM Inference over Long Sequences. See the comparison table for live GitHub stats and shared categories.
- When should I choose gpt4all over Star-Attention?
- Choose gpt4all over Star-Attention when gpt4all is primarily C++; Star-Attention is Python; License: gpt4all is MIT, Star-Attention is Apache-2.0; Tags unique to gpt4all: ai-chat, c++.
- When should I choose Star-Attention over gpt4all?
- Choose Star-Attention over gpt4all when Star-Attention is primarily Python; gpt4all is C++; License: Star-Attention is Apache-2.0, gpt4all is MIT; Tags unique to Star-Attention: python, large-language-models, attention-mechanism.
- 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 Star-Attention?
- Last GitHub push was 381 days ago (dormant maintenance, Jun 25, 2025). Validate activity before betting a new project on Star-Attention. 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 Star-Attention more popular on GitHub?
- gpt4all has more GitHub stars (77,386 vs 393). Stars measure visibility, not whether either tool fits your constraints.
- Are gpt4all and Star-Attention open source?
- Yes - both are open-source projects on GitHub (gpt4all: MIT, Star-Attention: Apache-2.0).
- Where can I find alternatives to gpt4all or Star-Attention?
- GraphCanon lists graph-backed alternatives at gpt4all alternatives and Star-Attention alternatives (gpt4all markdown twin, Star-Attention 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 Star-Attention?
- gpt4all: Dormant. Star-Attention: Dormant. 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 Star-Attention?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: gpt4all trust report; Star-Attention trust report.