Comparison
Atomic-Chat vs parlor
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 parlor if parlor is an all-in-one multimodal AI solution running entirely on device for real-time voice and vision interactions.
Markdown twin · Atomic-Chat alternatives · parlor alternatives
GraphCanon updated Sep 20, 2026
14views this month
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Trust & integrity
| Signal | Atomic-Chat | parlor |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 19, 2026 · github_public_v1 | Steady (47d 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 11, 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
- parlor
- On-device real-time multimodal AI for voice and vision
Stars
- Atomic-Chat
- 1.5k
- parlor
- 2.1k
Forks
- Atomic-Chat
- 178
- parlor
- 272
Open issues
- Atomic-Chat
- 55
- parlor
- 1
Language
- Atomic-Chat
- TypeScript
- parlor
- Python
Adopt for
- Atomic-Chat
- Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline.
- parlor
- Parlor is an all-in-one multimodal AI solution running entirely on device for real-time voice and vision interactions.
Persona
- Atomic-Chat
- -
- parlor
- -
Runtime
- Atomic-Chat
- -
- parlor
- -
License
- Atomic-Chat
- Other
- parlor
- Apache-2.0
Last pushed
- Atomic-Chat
- Sep 19, 2026
- parlor
- Aug 3, 2026
Categories
- Atomic-Chat
- Developer Tools, Inference & Serving
- parlor
- Computer Vision, Inference & Serving, Speech & Audio
Trust and health
Maintenance
- Atomic-Chat
- Very active (96%)
- parlor
- Steady (60%)
Days since push
- Atomic-Chat
- 0d
- parlor
- 47d
Open issues (now)
- Atomic-Chat
- 55
- parlor
- 1
Stars delta
- Atomic-Chat
- +368 (30d)
- parlor
- +154 (30d)
Open issues delta
- Atomic-Chat
- +11 (30d)
- parlor
- -8 (30d)
Owner type
- Atomic-Chat
- Organization
- parlor
- User
Full report
- Atomic-Chat
- Trust report
- parlor
- Trust report
Choose Atomic-Chat if…
- Atomic-Chat is primarily TypeScript; parlor is Python.
- License: Atomic-Chat is Other, parlor 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 parlor if…
- parlor is primarily Python; Atomic-Chat is TypeScript.
- License: parlor is Apache-2.0, Atomic-Chat is Other.
- Tags unique to parlor: apple-silicon, gemma, kokoro, litert-lm.
- Also covers Computer Vision, Speech & Audio.
- Need to run complex, interactive AI locally without relying on cloud services.
When NOT to use parlor
- Limited by Python 3.12 requirement and need for specialized hardware such as Apple Silicon.
- Insufficient ~3 GB RAM makes it unsuitable for environments with tight memory constraints.
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 20, 2026
- GitHub forks (AtomicBot-ai/Atomic-Chat) · observed Sep 20, 2026
- Last push (AtomicBot-ai/Atomic-Chat) · observed Sep 19, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (fikrikarim/parlor) · observed Sep 20, 2026
- GitHub forks (fikrikarim/parlor) · observed Sep 20, 2026
- Last push (fikrikarim/parlor) · observed Aug 3, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Atomic-Chat 1.5k · parlor 2.1k (synced Sep 20, 2026).
Common questions
- What is the difference between Atomic-Chat and parlor?
- Atomic-Chat: Local AI app and inference engine for agents. parlor: On-device real-time multimodal AI for voice and vision. See the comparison table for live GitHub stats and shared categories.
- When should I choose Atomic-Chat over parlor?
- Choose Atomic-Chat over parlor when Atomic-Chat is primarily TypeScript; parlor is Python; License: Atomic-Chat is Other, parlor 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 parlor over Atomic-Chat?
- Choose parlor over Atomic-Chat when parlor is primarily Python; Atomic-Chat is TypeScript; License: parlor is Apache-2.0, Atomic-Chat is Other; Tags unique to parlor: apple-silicon, gemma, kokoro, litert-lm; Also covers Computer Vision, Speech & Audio; Need to run complex, interactive AI locally without relying on cloud services.
- 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 parlor?
- Limited by Python 3.12 requirement and need for specialized hardware such as Apple Silicon. Insufficient ~3 GB RAM makes it unsuitable for environments with tight memory constraints.
- Is Atomic-Chat or parlor more popular on GitHub?
- parlor has more GitHub stars (2,068 vs 1,526). Stars measure visibility, not whether either tool fits your constraints.
- Are Atomic-Chat and parlor open source?
- Yes - both are open-source projects on GitHub (Atomic-Chat: Other, parlor: Apache-2.0).
- Where can I find alternatives to Atomic-Chat or parlor?
- GraphCanon lists graph-backed alternatives at Atomic-Chat alternatives and parlor alternatives (Atomic-Chat markdown twin, parlor 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 parlor?
- Atomic-Chat: Very active. parlor: Steady. 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 parlor?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Atomic-Chat trust report; parlor trust report.