--- title: "gpt4all vs llm-security-startups" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nomic-ai-gpt4all-vs-rushout09-llm-security-startups" tools: ["nomic-ai-gpt4all", "rushout09-llm-security-startups"] --- # gpt4all vs llm-security-startups *GraphCanon updated Jul 12, 2026* ## Verdict Pick gpt4all when license: gpt4all is MIT, llm-security-startups is GPL-3.0; pick llm-security-startups when license: llm-security-startups is GPL-3.0, gpt4all is MIT. [gpt4all](https://nomic.ai/gpt4all) reports 77k GitHub stars, 8.3k forks, and 768 open issues, last pushed May 27, 2025. [llm-security-startups](https://github.com/rushout09/llm-security-startups) has 15 stars, 0 forks, and 1 open issues, last pushed Nov 9, 2024. Figures are from public GitHub metadata via [gpt4all's repository](https://github.com/nomic-ai/gpt4all) and [llm-security-startups's repository](https://github.com/rushout09/llm-security-startups). | | [gpt4all](/tools/nomic-ai-gpt4all.md) | [llm-security-startups](/tools/rushout09-llm-security-startups.md) | | --- | --- | --- | | Tagline | GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use. | An awesome and comprehensive list of LLM Securtiy Startups. | | Stars | 77,386 | 15 | | Forks | 8,304 | 0 | | Open issues | 768 | 1 | | Language | C++ | - | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | GPL-3.0 | | Categories | LLM Frameworks, Inference & Serving | LLM Frameworks, Data & Retrieval, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [gpt4all](/tools/nomic-ai-gpt4all.md) | [llm-security-startups](/tools/rushout09-llm-security-startups.md) | | --- | --- | --- | | Days since push | 409d | 609d | | Open issues (now) | 768 | 1 | | Owner type | Organization | User | | Full report | [trust report](/tools/nomic-ai-gpt4all/trust.md) | [trust report](/tools/rushout09-llm-security-startups/trust.md) | ## Choose when ### Choose gpt4all if… - License: gpt4all is MIT, llm-security-startups is GPL-3.0. - Tags unique to gpt4all: ai-chat, c++, llm-inference. - More GitHub stars (77k vs 15) - visibility, not fit. ### Choose llm-security-startups if… - License: llm-security-startups is GPL-3.0, gpt4all is MIT. - Tags unique to llm-security-startups: llm, ai, artificial-intelligence, security. - Also covers Data & Retrieval. ## 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. ## When NOT to use llm-security-startups - Last GitHub push was 609 days ago (dormant maintenance, Nov 9, 2024). Validate activity before betting a new project on llm-security-startups. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## Common questions ### What is the difference between gpt4all and llm-security-startups? gpt4all: GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.. llm-security-startups: An awesome and comprehensive list of LLM Securtiy Startups.. See the comparison table for live GitHub stats and shared categories. ### When should I choose gpt4all over llm-security-startups? Choose gpt4all over llm-security-startups when License: gpt4all is MIT, llm-security-startups is GPL-3.0; Tags unique to gpt4all: ai-chat, c++, llm-inference; More GitHub stars (77k vs 15) - visibility, not fit. ### When should I choose llm-security-startups over gpt4all? Choose llm-security-startups over gpt4all when License: llm-security-startups is GPL-3.0, gpt4all is MIT; Tags unique to llm-security-startups: llm, ai, artificial-intelligence, security; Also covers Data & Retrieval. ### 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 llm-security-startups? Last GitHub push was 609 days ago (dormant maintenance, Nov 9, 2024). Validate activity before betting a new project on llm-security-startups. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### Is gpt4all or llm-security-startups more popular on GitHub? gpt4all has more GitHub stars (77,386 vs 15). Stars measure visibility, not whether either tool fits your constraints. ### Are gpt4all and llm-security-startups open source? Yes - both are open-source projects on GitHub (gpt4all: MIT, llm-security-startups: GPL-3.0). ### Where can I find alternatives to gpt4all or llm-security-startups? GraphCanon lists graph-backed alternatives at [gpt4all alternatives](/tools/nomic-ai-gpt4all/alternatives) and [llm-security-startups alternatives](/tools/rushout09-llm-security-startups/alternatives) ([gpt4all markdown twin](/tools/nomic-ai-gpt4all/alternatives.md), [llm-security-startups markdown twin](/tools/rushout09-llm-security-startups/alternatives.md)), 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](/compare/nomic-ai-gpt4all-vs-rushout09-llm-security-startups.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, gpt4all or llm-security-startups? gpt4all: Dormant. llm-security-startups: 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 llm-security-startups? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [gpt4all trust report](/tools/nomic-ai-gpt4all/trust); [llm-security-startups trust report](/tools/rushout09-llm-security-startups/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nomic-ai-gpt4all`](/api/graphcanon/graph?tool=nomic-ai-gpt4all) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_