Comparison
Atomic-Chat vs openmed
Verdict
Pick Atomic-Chat if atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline; 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.
Markdown twin · Atomic-Chat alternatives · openmed alternatives
GraphCanon updated Sep 20, 2026
14views this month
vs
Trust & integrity
| Signal | Atomic-Chat | openmed |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 19, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 19, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 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 15, 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
- Atomic-Chat
- Local AI app and inference engine for agents
- openmed
- Local-first healthcare AI for clinical NER and HIPAA PII de-identification.
Stars
- Atomic-Chat
- 1.5k
- openmed
- 5.3k
Forks
- Atomic-Chat
- 178
- openmed
- 680
Open issues
- Atomic-Chat
- 55
- openmed
- 517
Language
- Atomic-Chat
- TypeScript
- openmed
- Python
Adopt for
- Atomic-Chat
- Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline.
- openmed
- 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
- Atomic-Chat
- -
- openmed
- -
Runtime
- Atomic-Chat
- -
- openmed
- -
License
- Atomic-Chat
- Other
- openmed
- Apache-2.0
Last pushed
- Atomic-Chat
- Sep 19, 2026
- openmed
- Sep 19, 2026
Categories
- Atomic-Chat
- Developer Tools, Inference & Serving
- openmed
- Inference & Serving, LLM Frameworks
Trust and health
Open issues (now)
- Atomic-Chat
- 55
- openmed
- 517
Stars delta
- Atomic-Chat
- +368 (30d)
- openmed
- +372 (30d)
Open issues delta
- Atomic-Chat
- +11 (30d)
- openmed
- -160 (30d)
Owner type
- Atomic-Chat
- Organization
- openmed
- User
Full report
- Atomic-Chat
- Trust report
- openmed
- Trust report
Choose Atomic-Chat if…
- Atomic-Chat is primarily TypeScript; openmed is Python.
- License: Atomic-Chat is Other, openmed is Apache-2.0.
- Requirements: Atomic-Chat requires TypeScript for development.; Ensure you have the necessary hardware and setup to run open-weight LLM models locally..
- Tags unique to Atomic-Chat: ai-agent, local-first, open-source.
- Also covers Developer Tools.
- When you need to run large language models (LLMs) locally with full privacy and no internet connectivity required.
When NOT to use Atomic-Chat
- Avoid Atomic-Chat when you need cloud-based AI services that offer automatic updates and maintenance, as it focuses on local offline deployment.
- Do not choose this tool if your project does not require deep-seek capabilities or self-hosted solutions but prefers more mainstream LLMs like Qwen.
Choose openmed if…
- openmed is primarily Python; Atomic-Chat is TypeScript.
- License: openmed is Apache-2.0, Atomic-Chat is Other.
- Tags unique to openmed: clinical-nlp, healthcare, hipaa, ios.
- Also covers LLM Frameworks.
- openmed ships Docker support for self-hosted deployment.
- When you need full data sovereignty with no cloud dependency
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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AtomicBot-ai/Atomic-Chat) · observed Sep 19, 2026
- GitHub forks (AtomicBot-ai/Atomic-Chat) · observed Sep 19, 2026
- Last push (AtomicBot-ai/Atomic-Chat) · observed Sep 19, 2026
- License file (Other) · observed Sep 19, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (maziyarpanahi/openmed) · observed Sep 20, 2026
- GitHub forks (maziyarpanahi/openmed) · observed Sep 20, 2026
- Last push (maziyarpanahi/openmed) · observed Sep 19, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: Atomic-Chat 1.5k · openmed 5.3k (synced Sep 19, 2026).
Common questions
- What is the difference between Atomic-Chat and openmed?
- Atomic-Chat: Local AI app and inference engine for agents. 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 Atomic-Chat over openmed?
- Choose Atomic-Chat over openmed when Atomic-Chat is primarily TypeScript; openmed is Python; License: Atomic-Chat is Other, openmed is Apache-2.0; Requirements: Atomic-Chat requires TypeScript for development.; Ensure you have the necessary hardware and setup to run open-weight LLM models locally.; Tags unique to Atomic-Chat: ai-agent, local-first, open-source; Also covers Developer Tools; When you need to run large language models (LLMs) locally with full privacy and no internet connectivity required.
- When should I choose openmed over Atomic-Chat?
- Choose openmed over Atomic-Chat when openmed is primarily Python; Atomic-Chat is TypeScript; License: openmed is Apache-2.0, Atomic-Chat is Other; Tags unique to openmed: clinical-nlp, healthcare, hipaa, ios; Also covers LLM Frameworks; openmed ships Docker support for self-hosted deployment; When you need full data sovereignty with no cloud dependency.
- When should I avoid Atomic-Chat?
- Avoid Atomic-Chat when you need cloud-based AI services that offer automatic updates and maintenance, as it focuses on local offline deployment. Do not choose this tool if your project does not require deep-seek capabilities or self-hosted solutions but prefers more mainstream LLMs like Qwen.
- 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 Atomic-Chat or openmed more popular on GitHub?
- openmed has more GitHub stars (5,346 vs 1,526). Stars measure visibility, not whether either tool fits your constraints.
- Are Atomic-Chat and openmed open source?
- Yes - both are open-source projects on GitHub (Atomic-Chat: Other, openmed: Apache-2.0).
- Where can I find alternatives to Atomic-Chat or openmed?
- GraphCanon lists graph-backed alternatives at Atomic-Chat alternatives and openmed alternatives (Atomic-Chat markdown twin, openmed 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, Atomic-Chat or openmed?
- Atomic-Chat: Very active. 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 Atomic-Chat and openmed?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Atomic-Chat trust report; openmed trust report.