--- title: "deepteam vs awesome-chatgpt-zh" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/confident-ai-deepteam-vs-embraceagi-awesome-chatgpt-zh" tools: ["confident-ai-deepteam", "embraceagi-awesome-chatgpt-zh"] --- # deepteam vs awesome-chatgpt-zh *GraphCanon updated Sep 20, 2026* ## Verdict Pick deepteam if deepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails; pick awesome-chatgpt-zh if awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts. [deepteam](https://trydeepteam.com) reports 2.8k GitHub stars, 449 forks, and 64 open issues, last pushed Aug 21, 2026. [awesome-chatgpt-zh](https://github.com/EmbraceAGI/awesome-chatgpt-zh) has 12k stars, 959 forks, and 9 open issues, last pushed Aug 30, 2026. Figures are from public GitHub metadata via [deepteam's repository](https://github.com/confident-ai/deepteam) and [awesome-chatgpt-zh's repository](https://github.com/EmbraceAGI/awesome-chatgpt-zh). | | [deepteam](/tools/confident-ai-deepteam.md) | [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) | | --- | --- | --- | | Tagline | Framework to red team LLMs and AI agents | A comprehensive guide to better utilizing ChatGPT in Chinese. | | Stars | 2,789 | 11,710 | | Forks | 449 | 959 | | Open issues | 64 | 9 | | Language | Python | Python | | Adopt for | DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails. | awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT License | | Categories | Evaluation & Observability | Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [deepteam](/tools/confident-ai-deepteam.md) | [awesome-chatgpt-zh](/tools/embraceagi-awesome-chatgpt-zh.md) | | --- | --- | --- | | Days since push | 23d | 21d | | Open issues (now) | 64 | 9 | | Stars delta | +388 (30d) | +96 (30d) | | Open issues delta | +11 (30d) | 0 (30d) | | Full report | [trust report](/tools/confident-ai-deepteam/trust.md) | [trust report](/tools/embraceagi-awesome-chatgpt-zh/trust.md) | ## Decision facts: deepteam - **Pricing:** freemium - Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation - **Requirements:** Min 4 GB RAM; Requires a Python environment.; No Docker required for operation. - **Adopt for:** DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails. ## Decision facts: awesome-chatgpt-zh - **Pricing:** freemium - **Requirements:** Basic knowledge of Python and an understanding of ChatGPT's capabilities would be advantageous. - **Adopt for:** awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts. - **License detail:** MIT License ## Choose when ### Choose deepteam if… - License: deepteam is Apache-2.0, awesome-chatgpt-zh is MIT. - Pricing: Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation. - Requirements: Min 4 GB RAM; Requires a Python environment.; No Docker required for operation.. - Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety. - When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license. ### Choose awesome-chatgpt-zh if… - License: awesome-chatgpt-zh is MIT, deepteam is Apache-2.0. - Requirements: Basic knowledge of Python and an understanding of ChatGPT's capabilities would be advantageous.. - Tags unique to awesome-chatgpt-zh: agi, ai, awesome-list, chat-gpt. - Also covers Developer Tools. - When enhancing productivity specifically with Chinese-based prompts and instructions for ChatGPT. ## When NOT to use deepteam - If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license. - When you are working with non-Python programming environments as DeepTeam is only supported in Python. ## When NOT to use awesome-chatgpt-zh - If the intended use of ChatGPT is primarily in languages other than Chinese where alternative language-specific guides or repositories may be more beneficial. - When seeking direct technical support or updates on the latest features of ChatGPT that are not specifically about improving its usage in a Chinese context. ## Common questions ### What is the difference between deepteam and awesome-chatgpt-zh? deepteam: Framework to red team LLMs and AI agents. awesome-chatgpt-zh: A comprehensive guide to better utilizing ChatGPT in Chinese.. See the comparison table for live GitHub stats and shared categories. ### When should I choose deepteam over awesome-chatgpt-zh? Choose deepteam over awesome-chatgpt-zh when License: deepteam is Apache-2.0, awesome-chatgpt-zh is MIT; Pricing: Free to use and modify under the terms of its Apache 2.0 license, encouraging community contribution and adaptation; Requirements: Min 4 GB RAM; Requires a Python environment.; No Docker required for operation.; Tags unique to deepteam: apache 2.0, llm-guardrails, llm-red-teaming, llm-safety; When you need a framework specifically designed for red-teaming large language models and AI agents under the Apache-2.0 license. ### When should I choose awesome-chatgpt-zh over deepteam? Choose awesome-chatgpt-zh over deepteam when License: awesome-chatgpt-zh is MIT, deepteam is Apache-2.0; Requirements: Basic knowledge of Python and an understanding of ChatGPT's capabilities would be advantageous.; Tags unique to awesome-chatgpt-zh: agi, ai, awesome-list, chat-gpt; Also covers Developer Tools; When enhancing productivity specifically with Chinese-based prompts and instructions for ChatGPT. ### When should I avoid deepteam? If your team requires proprietary or more restrictive licensing conditions, given DeepTeam operates under an open-source Apache-2.0 license. When you are working with non-Python programming environments as DeepTeam is only supported in Python. ### When should I avoid awesome-chatgpt-zh? If the intended use of ChatGPT is primarily in languages other than Chinese where alternative language-specific guides or repositories may be more beneficial. When seeking direct technical support or updates on the latest features of ChatGPT that are not specifically about improving its usage in a Chinese context. ### Is deepteam or awesome-chatgpt-zh more popular on GitHub? awesome-chatgpt-zh has more GitHub stars (11,710 vs 2,789). Stars measure visibility, not whether either tool fits your constraints. ### Are deepteam and awesome-chatgpt-zh open source? Yes - both are open-source projects on GitHub (deepteam: Apache-2.0, awesome-chatgpt-zh: MIT). ### Where can I find alternatives to deepteam or awesome-chatgpt-zh? GraphCanon lists graph-backed alternatives at [deepteam alternatives](/tools/confident-ai-deepteam/alternatives) and [awesome-chatgpt-zh alternatives](/tools/embraceagi-awesome-chatgpt-zh/alternatives) ([deepteam markdown twin](/tools/confident-ai-deepteam/alternatives.md), [awesome-chatgpt-zh markdown twin](/tools/embraceagi-awesome-chatgpt-zh/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/confident-ai-deepteam-vs-embraceagi-awesome-chatgpt-zh.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, deepteam or awesome-chatgpt-zh? deepteam: Active. awesome-chatgpt-zh: 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 deepteam and awesome-chatgpt-zh? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [deepteam trust report](/tools/confident-ai-deepteam/trust); [awesome-chatgpt-zh trust report](/tools/embraceagi-awesome-chatgpt-zh/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=confident-ai-deepteam`](/api/graphcanon/graph?tool=confident-ai-deepteam) - 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/_