--- title: "Atomic-Chat vs dograh" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/atomicbot-ai-atomic-chat-vs-dograh-hq-dograh" tools: ["atomicbot-ai-atomic-chat", "dograh-hq-dograh"] --- # Atomic-Chat vs dograh *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 dograh if self-hosted voice AI platform with speech-to-speech, LLM integration, telephony support. [Atomic-Chat](https://atomic.chat) reports 1.4k GitHub stars, 157 forks, and 36 open issues, last pushed Aug 24, 2026. [dograh](https://app.dograh.com) has 5.1k stars, 1.2k forks, and 20 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 [dograh's repository](https://github.com/dograh-hq/dograh). | | [Atomic-Chat](/tools/atomicbot-ai-atomic-chat.md) | [dograh](/tools/dograh-hq-dograh.md) | | --- | --- | --- | | Tagline | Local AI app and inference engine for agents | Self-hosted open source voice AI platform | | Stars | 1,363 | 5,064 | | Forks | 157 | 1,185 | | Open issues | 36 | 20 | | Language | TypeScript | Python | | Adopt for | Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline. | Self-hosted voice AI platform with speech-to-speech, LLM integration, telephony support | | Persona | - | - | | Runtime | - | - | | License | Other | BSD-2-Clause | | Categories | Developer Tools, Inference & Serving | Inference & Serving, Speech & Audio | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Atomic-Chat](/tools/atomicbot-ai-atomic-chat.md) | [dograh](/tools/dograh-hq-dograh.md) | | --- | --- | --- | | Open issues (now) | 36 | 20 | | Stars delta | +205 (30d) | Unknown | | Open issues delta | -8 (30d) | Unknown | | Full report | [trust report](/tools/atomicbot-ai-atomic-chat/trust.md) | [trust report](/tools/dograh-hq-dograh/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: dograh - **Adopt for:** Self-hosted voice AI platform with speech-to-speech, LLM integration, telephony support ## Choose when ### Choose Atomic-Chat if… - Atomic-Chat is primarily TypeScript; dograh is Python. - License: Atomic-Chat is Other, dograh is BSD-2-Clause. - 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 dograh if… - dograh is primarily Python; Atomic-Chat is TypeScript. - License: dograh is BSD-2-Clause, Atomic-Chat is Other. - Tags unique to dograh: conversational-ai, local-llm, self-hosted, speech-to-text. - Also covers Speech & Audio. - You need on-premise deployment for better security or data control ## 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 dograh - Seeking cloud-managed services without self-hosting capabilities - Need real-time collaboration with non-local models in the cloud - Preference is for tools under different licenses than BSD-2-Clause - Must integrate with platforms that lack native telephony support ## Common questions ### What is the difference between Atomic-Chat and dograh? Atomic-Chat: Local AI app and inference engine for agents. dograh: Self-hosted open source voice AI platform. See the comparison table for live GitHub stats and shared categories. ### When should I choose Atomic-Chat over dograh? Choose Atomic-Chat over dograh when Atomic-Chat is primarily TypeScript; dograh is Python; License: Atomic-Chat is Other, dograh is BSD-2-Clause; 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 dograh over Atomic-Chat? Choose dograh over Atomic-Chat when dograh is primarily Python; Atomic-Chat is TypeScript; License: dograh is BSD-2-Clause, Atomic-Chat is Other; Tags unique to dograh: conversational-ai, local-llm, self-hosted, speech-to-text; Also covers Speech & Audio; You need on-premise deployment for better security or data control. ### 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 dograh? Seeking cloud-managed services without self-hosting capabilities Need real-time collaboration with non-local models in the cloud Preference is for tools under different licenses than BSD-2-Clause Must integrate with platforms that lack native telephony support ### Is Atomic-Chat or dograh more popular on GitHub? dograh has more GitHub stars (5,064 vs 1,363). Stars measure visibility, not whether either tool fits your constraints. ### Are Atomic-Chat and dograh open source? Yes - both are open-source projects on GitHub (Atomic-Chat: Other, dograh: BSD-2-Clause). ### Where can I find alternatives to Atomic-Chat or dograh? GraphCanon lists graph-backed alternatives at [Atomic-Chat alternatives](/tools/atomicbot-ai-atomic-chat/alternatives) and [dograh alternatives](/tools/dograh-hq-dograh/alternatives) ([Atomic-Chat markdown twin](/tools/atomicbot-ai-atomic-chat/alternatives.md), [dograh markdown twin](/tools/dograh-hq-dograh/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-dograh-hq-dograh.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Atomic-Chat or dograh? Atomic-Chat: Very active. dograh: 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 dograh? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Atomic-Chat trust report](/tools/atomicbot-ai-atomic-chat/trust); [dograh trust report](/tools/dograh-hq-dograh/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/_