--- title: "OfflineLLM vs openmed" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/jegly-offlinellm-vs-maziyarpanahi-openmed" tools: ["jegly-offlinellm", "maziyarpanahi-openmed"] --- # OfflineLLM vs openmed *GraphCanon updated Sep 20, 2026* ## Verdict Pick OfflineLLM if offlineLLM provides private on-device AI chat for Android with ARM-optimised llama.cpp support, ideal for scenarios requiring privacy and offline capabilities; pick openmed if openmed supplies localized AI for clinical NER tasks and HIPAA-compliant PII de-identification across 12 languages with over 1000 models, operable on-device in Python or Apple MLX. [OfflineLLM](https://jegly.xyz) reports 240 GitHub stars, 23 forks, and 7 open issues, last pushed Aug 18, 2026. [openmed](https://openmed.life/) has 5.3k stars, 680 forks, and 517 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [OfflineLLM's repository](https://github.com/jegly/OfflineLLM) and [openmed's repository](https://github.com/maziyarpanahi/openmed). | | [OfflineLLM](/tools/jegly-offlinellm.md) | [openmed](/tools/maziyarpanahi-openmed.md) | | --- | --- | --- | | Tagline | Private on-device AI chat for Android with local LLM support via ARM-optimised llama.cpp | Local-first healthcare AI for clinical NER and HIPAA PII de-identification. | | Stars | 240 | 5,346 | | Forks | 23 | 680 | | Open issues | 7 | 517 | | Language | Kotlin | Python | | Adopt for | OfflineLLM provides private on-device AI chat for Android with ARM-optimised llama.cpp support, ideal for scenarios requiring privacy and offline capabilities. | openmed supplies localized AI for clinical NER tasks and HIPAA-compliant PII de-identification across 12 languages with over 1000 models, operable on-device in Python or Apple MLX. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [OfflineLLM](/tools/jegly-offlinellm.md) | [openmed](/tools/maziyarpanahi-openmed.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 32d | 0d | | Open issues (now) | 7 | 517 | | Stars delta | +36 (30d) | +372 (30d) | | Open issues delta | +7 (30d) | -160 (30d) | | Full report | [trust report](/tools/jegly-offlinellm/trust.md) | [trust report](/tools/maziyarpanahi-openmed/trust.md) | ## Decision facts: OfflineLLM - **Adopt for:** OfflineLLM provides private on-device AI chat for Android with ARM-optimised llama.cpp support, ideal for scenarios requiring privacy and offline capabilities. ## Decision facts: openmed - **Adopt for:** openmed supplies localized AI for clinical NER tasks and HIPAA-compliant PII de-identification across 12 languages with over 1000 models, operable on-device in Python or Apple MLX. ## Choose when ### Choose OfflineLLM if… - OfflineLLM is primarily Kotlin; openmed is Python. - License: OfflineLLM is Other, openmed is Apache-2.0. - Tags unique to OfflineLLM: android, local-llm, on-device-ai, privacy-first-ai. - Need a privacy-first solution that operates fully offline ### Choose openmed if… - openmed is primarily Python; OfflineLLM is Kotlin. - License: openmed is Apache-2.0, OfflineLLM is Other. - Tags unique to openmed: clinical-nlp, healthcare, hipaa, ios. - openmed ships Docker support for self-hosted deployment. - When you need full data sovereignty with no cloud dependency ## When NOT to use OfflineLLM - Seeking real-time updates or cloud-based AI services - Prioritize integration with web-based features or platforms - Running x86 architecture, as the tool is optimised for ARM ## When NOT to use openmed - Avoid if flexible model training and updates from the cloud are preferred - Not suitable for environments without powerful edge devices - If a broad ecosystem of AI tools beyond clinical NER is needed ## Common questions ### What is the difference between OfflineLLM and openmed? OfflineLLM: Private on-device AI chat for Android with local LLM support via ARM-optimised llama.cpp. openmed: Local-first healthcare AI for clinical NER and HIPAA PII de-identification.. See the comparison table for live GitHub stats and shared categories. ### When should I choose OfflineLLM over openmed? Choose OfflineLLM over openmed when OfflineLLM is primarily Kotlin; openmed is Python; License: OfflineLLM is Other, openmed is Apache-2.0; Tags unique to OfflineLLM: android, local-llm, on-device-ai, privacy-first-ai; Need a privacy-first solution that operates fully offline. ### When should I choose openmed over OfflineLLM? Choose openmed over OfflineLLM when openmed is primarily Python; OfflineLLM is Kotlin; License: openmed is Apache-2.0, OfflineLLM is Other; Tags unique to openmed: clinical-nlp, healthcare, hipaa, ios; openmed ships Docker support for self-hosted deployment; When you need full data sovereignty with no cloud dependency. ### When should I avoid OfflineLLM? Seeking real-time updates or cloud-based AI services Prioritize integration with web-based features or platforms Running x86 architecture, as the tool is optimised for ARM ### When should I avoid openmed? Avoid if flexible model training and updates from the cloud are preferred Not suitable for environments without powerful edge devices If a broad ecosystem of AI tools beyond clinical NER is needed ### Is OfflineLLM or openmed more popular on GitHub? openmed has more GitHub stars (5,346 vs 240). Stars measure visibility, not whether either tool fits your constraints. ### Are OfflineLLM and openmed open source? Yes - both are open-source projects on GitHub (OfflineLLM: Other, openmed: Apache-2.0). ### Where can I find alternatives to OfflineLLM or openmed? GraphCanon lists graph-backed alternatives at [OfflineLLM alternatives](/tools/jegly-offlinellm/alternatives) and [openmed alternatives](/tools/maziyarpanahi-openmed/alternatives) ([OfflineLLM markdown twin](/tools/jegly-offlinellm/alternatives.md), [openmed markdown twin](/tools/maziyarpanahi-openmed/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/jegly-offlinellm-vs-maziyarpanahi-openmed.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, OfflineLLM or openmed? OfflineLLM: Steady. openmed: 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 OfflineLLM and openmed? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [OfflineLLM trust report](/tools/jegly-offlinellm/trust); [openmed trust report](/tools/maziyarpanahi-openmed/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=jegly-offlinellm`](/api/graphcanon/graph?tool=jegly-offlinellm) - 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/_