--- title: "Atomic-Chat vs parlor" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/atomicbot-ai-atomic-chat-vs-fikrikarim-parlor" tools: ["atomicbot-ai-atomic-chat", "fikrikarim-parlor"] --- # Atomic-Chat vs parlor *GraphCanon updated Aug 25, 2026* ## 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. [Atomic-Chat](https://atomic.chat) reports 1.4k GitHub stars, 157 forks, and 36 open issues, last pushed Aug 24, 2026. [parlor](https://github.com/fikrikarim/parlor) has 1.9k stars, 245 forks, and 9 open issues, last pushed Jul 29, 2026. Figures are from public GitHub metadata via [Atomic-Chat's repository](https://github.com/AtomicBot-ai/Atomic-Chat) and [parlor's repository](https://github.com/fikrikarim/parlor). | | [Atomic-Chat](/tools/atomicbot-ai-atomic-chat.md) | [parlor](/tools/fikrikarim-parlor.md) | | --- | --- | --- | | Tagline | Local AI app and inference engine for agents | On-device real-time multimodal AI for voice and vision | | Stars | 1,363 | 1,914 | | Forks | 157 | 245 | | Open issues | 36 | 9 | | Language | TypeScript | HTML | | Adopt for | Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline. | Parlor is an all-in-one multimodal AI solution running entirely on device for real-time voice and vision interactions. | | Persona | - | - | | Runtime | - | - | | License | Other | Apache-2.0 | | Categories | Developer Tools, Inference & Serving | Computer Vision, Inference & Serving, Speech & Audio | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Atomic-Chat](/tools/atomicbot-ai-atomic-chat.md) | [parlor](/tools/fikrikarim-parlor.md) | | --- | --- | --- | | Open issues (now) | 36 | 9 | | Stars delta | +205 (30d) | Unknown | | Open issues delta | -8 (30d) | Unknown | | Owner type | Organization | User | | Full report | [trust report](/tools/atomicbot-ai-atomic-chat/trust.md) | [trust report](/tools/fikrikarim-parlor/trust.md) | ## Decision facts: Atomic-Chat - **Hosting:** self hosted - **Requirements:** Atomic-Chat requires TypeScript for development.; Ensure you have the necessary hardware and setup to run open-weight LLM models locally. - **Adopt for:** Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline. ## Decision facts: parlor - **Adopt for:** Parlor is an all-in-one multimodal AI solution running entirely on device for real-time voice and vision interactions. ## Choose when ### Choose Atomic-Chat if… - Atomic-Chat is primarily TypeScript; parlor is HTML. - 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. ### Choose parlor if… - parlor is primarily HTML; 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 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 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. ## 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 HTML; 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 HTML; 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 (1,914 vs 1,363). 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](/tools/atomicbot-ai-atomic-chat/alternatives) and [parlor alternatives](/tools/fikrikarim-parlor/alternatives) ([Atomic-Chat markdown twin](/tools/atomicbot-ai-atomic-chat/alternatives.md), [parlor markdown twin](/tools/fikrikarim-parlor/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/atomicbot-ai-atomic-chat-vs-fikrikarim-parlor.md) 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: 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 parlor? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Atomic-Chat trust report](/tools/atomicbot-ai-atomic-chat/trust); [parlor trust report](/tools/fikrikarim-parlor/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=atomicbot-ai-atomic-chat`](/api/graphcanon/graph?tool=atomicbot-ai-atomic-chat) - 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/_