--- title: "AI-Infra-from-Zero-to-Hero vs awesome-chatgpt" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/huaizhengzhang-ai-infra-from-zero-to-hero-vs-humanloop-awesome-chatgpt" tools: ["huaizhengzhang-ai-infra-from-zero-to-hero", "humanloop-awesome-chatgpt"] --- # AI-Infra-from-Zero-to-Hero vs awesome-chatgpt *GraphCanon updated Jul 12, 2026* ## Verdict Pick AI-Infra-from-Zero-to-Hero if aI-Infra-from-Zero-to-Hero is an extensive repository that curates a wide range of resources related to AI infrastructure, including tutorials and research papers in the areas of machine learning and large language model; pick awesome-chatgpt if awesome ChatGPT offers a curated list of tools, demos, documentation, and community resources for developers and enthusiasts to interact with the ChatGPT model. [AI-Infra-from-Zero-to-Hero](https://huaizheng.xyz/) reports 4.2k GitHub stars, 402 forks, and 14 open issues, last pushed Jul 25, 2025. [awesome-chatgpt](https://github.com/humanloop/awesome-chatgpt) has 8.2k stars, 551 forks, and 141 open issues, last pushed Oct 15, 2025. Figures are from public GitHub metadata via [AI-Infra-from-Zero-to-Hero's repository](https://github.com/HuaizhengZhang/AI-Infra-from-Zero-to-Hero) and [awesome-chatgpt's repository](https://github.com/humanloop/awesome-chatgpt). | | [AI-Infra-from-Zero-to-Hero](/tools/huaizhengzhang-ai-infra-from-zero-to-hero.md) | [awesome-chatgpt](/tools/humanloop-awesome-chatgpt.md) | | --- | --- | --- | | Tagline | 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys | Curated list of resources for ChatGPT and GPT-3 from OpenAI | | Stars | 4,176 | 8,209 | | Forks | 402 | 551 | | Open issues | 14 | 141 | | Language | - | - | | Adopt for | AI-Infra-from-Zero-to-Hero is an extensive repository that curates a wide range of resources related to AI infrastructure, including tutorials and research papers in the areas of machine learning and large language model | Awesome ChatGPT offers a curated list of tools, demos, documentation, and community resources for developers and enthusiasts to interact with the ChatGPT model and GPT-3 through various unofficial APIs, Chrome extensions | | Persona | - | - | | Runtime | - | - | | License | MIT | - | | Categories | LLM Frameworks, Model Training, Inference & Serving | Developer Tools, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AI-Infra-from-Zero-to-Hero](/tools/huaizhengzhang-ai-infra-from-zero-to-hero.md) | [awesome-chatgpt](/tools/humanloop-awesome-chatgpt.md) | | --- | --- | --- | | Days since push | 351d | 268d | | Open issues (now) | 14 | 141 | | Owner type | User | Organization | | Full report | [trust report](/tools/huaizhengzhang-ai-infra-from-zero-to-hero/trust.md) | [trust report](/tools/humanloop-awesome-chatgpt/trust.md) | ## Decision facts: AI-Infra-from-Zero-to-Hero - **Adopt for:** AI-Infra-from-Zero-to-Hero is an extensive repository that curates a wide range of resources related to AI infrastructure, including tutorials and research papers in the areas of machine learning and large language model ## Decision facts: awesome-chatgpt - **Adopt for:** Awesome ChatGPT offers a curated list of tools, demos, documentation, and community resources for developers and enthusiasts to interact with the ChatGPT model and GPT-3 through various unofficial APIs, Chrome extensions ## Choose when ### Choose AI-Infra-from-Zero-to-Hero if… - Tags unique to AI-Infra-from-Zero-to-Hero: llmsys, model-training, mlsys, genai. - Also covers LLM Frameworks, Model Training. - When you require detailed resource curation on ML systems and LLM infrastructures, as AI-Infra-from-Zero-to-Hero offers comprehensive information. ### Choose awesome-chatgpt if… - Tags unique to awesome-chatgpt: gpt-3, unofficial-api, cross-platform-access, chrome-extension. - Also covers Developer Tools. - You need access to multiple unofficial APIs in different programming languages such as Python, JavaScript/TypeScript, Go, Dart, allowing broader integration options. ## When NOT to use AI-Infra-from-Zero-to-Hero - If you seek real-time support or interactive forums, as AI-Infra-from-Zero-to-Hero is primarily a resource repository without live assistance. - For hands-on coding exercises or practical projects as the tool focuses mostly on curating resources like tutorials and academic papers but does not provide step-by-step coding guides. ## When NOT to use awesome-chatgpt - If you require a fully official SDK or API provided by OpenAI due to compliance requirements, since Awesome ChatGPT primarily features unofficial tools. - You're looking for direct integrations with enterprise platforms like Slack/Discord bots which may be insufficiently supported in your specific business environment or not meet security standards. ## Common questions ### What is the difference between AI-Infra-from-Zero-to-Hero and awesome-chatgpt? AI-Infra-from-Zero-to-Hero: 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys. awesome-chatgpt: Curated list of resources for ChatGPT and GPT-3 from OpenAI. See the comparison table for live GitHub stats and shared categories. ### When should I choose AI-Infra-from-Zero-to-Hero over awesome-chatgpt? Choose AI-Infra-from-Zero-to-Hero over awesome-chatgpt when Tags unique to AI-Infra-from-Zero-to-Hero: llmsys, model-training, mlsys, genai; Also covers LLM Frameworks, Model Training; When you require detailed resource curation on ML systems and LLM infrastructures, as AI-Infra-from-Zero-to-Hero offers comprehensive information. ### When should I choose awesome-chatgpt over AI-Infra-from-Zero-to-Hero? Choose awesome-chatgpt over AI-Infra-from-Zero-to-Hero when Tags unique to awesome-chatgpt: gpt-3, unofficial-api, cross-platform-access, chrome-extension; Also covers Developer Tools; You need access to multiple unofficial APIs in different programming languages such as Python, JavaScript/TypeScript, Go, Dart, allowing broader integration options. ### When should I avoid AI-Infra-from-Zero-to-Hero? If you seek real-time support or interactive forums, as AI-Infra-from-Zero-to-Hero is primarily a resource repository without live assistance. For hands-on coding exercises or practical projects as the tool focuses mostly on curating resources like tutorials and academic papers but does not provide step-by-step coding guides. ### When should I avoid awesome-chatgpt? If you require a fully official SDK or API provided by OpenAI due to compliance requirements, since Awesome ChatGPT primarily features unofficial tools. You're looking for direct integrations with enterprise platforms like Slack/Discord bots which may be insufficiently supported in your specific business environment or not meet security standards. ### Is AI-Infra-from-Zero-to-Hero or awesome-chatgpt more popular on GitHub? awesome-chatgpt has more GitHub stars (8,209 vs 4,176). Stars measure visibility, not whether either tool fits your constraints. ### Are AI-Infra-from-Zero-to-Hero and awesome-chatgpt open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to AI-Infra-from-Zero-to-Hero or awesome-chatgpt? GraphCanon lists graph-backed alternatives at [AI-Infra-from-Zero-to-Hero alternatives](/tools/huaizhengzhang-ai-infra-from-zero-to-hero/alternatives) and [awesome-chatgpt alternatives](/tools/humanloop-awesome-chatgpt/alternatives) ([AI-Infra-from-Zero-to-Hero markdown twin](/tools/huaizhengzhang-ai-infra-from-zero-to-hero/alternatives.md), [awesome-chatgpt markdown twin](/tools/humanloop-awesome-chatgpt/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/huaizhengzhang-ai-infra-from-zero-to-hero-vs-humanloop-awesome-chatgpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AI-Infra-from-Zero-to-Hero or awesome-chatgpt? AI-Infra-from-Zero-to-Hero: Slowing. awesome-chatgpt: Slowing. 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 AI-Infra-from-Zero-to-Hero and awesome-chatgpt? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AI-Infra-from-Zero-to-Hero trust report](/tools/huaizhengzhang-ai-infra-from-zero-to-hero/trust); [awesome-chatgpt trust report](/tools/humanloop-awesome-chatgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=huaizhengzhang-ai-infra-from-zero-to-hero`](/api/graphcanon/graph?tool=huaizhengzhang-ai-infra-from-zero-to-hero) - 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/_