Comparison
deepteam vs awesome-chatgpt-zh
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.
Markdown twin · deepteam alternatives · awesome-chatgpt-zh alternatives
GraphCanon updated Sep 13, 2026
11views this month
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Trust & integrity
| Signal | deepteam | awesome-chatgpt-zh |
|---|---|---|
| Maintenance | Active (23d since push) As of Sep 13, 2026 · github_public_v1 | Very active (1d since push) As of Aug 27, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 27, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 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
- deepteam
- Framework to red team LLMs and AI agents
- awesome-chatgpt-zh
- A comprehensive guide to better utilizing ChatGPT in Chinese.
Stars
- deepteam
- 2.8k
- awesome-chatgpt-zh
- 12k
Forks
- deepteam
- 449
- awesome-chatgpt-zh
- 951
Open issues
- deepteam
- 64
- awesome-chatgpt-zh
- 1
Language
- deepteam
- Python
- awesome-chatgpt-zh
- Python
Adopt for
- deepteam
- DeepTeam is a tool to assess security and safety in LLMs and AI agents through an implementation of guardrails.
- awesome-chatgpt-zh
- awesome-chatgpt-zh is a resourceful guide for maximizing ChatGPT's utility in Chinese contexts.
Persona
- deepteam
- -
- awesome-chatgpt-zh
- -
Runtime
- deepteam
- -
- awesome-chatgpt-zh
- -
License
- deepteam
- Apache-2.0
- awesome-chatgpt-zh
- MIT License
Last pushed
- deepteam
- Aug 21, 2026
- awesome-chatgpt-zh
- Aug 25, 2026
Categories
- deepteam
- Evaluation & Observability
- awesome-chatgpt-zh
- Developer Tools, Evaluation & Observability
Trust and health
Maintenance
- deepteam
- Active (82%)
- awesome-chatgpt-zh
- Very active (96%)
Days since push
- deepteam
- 23d
- awesome-chatgpt-zh
- 1d
Open issues (now)
- deepteam
- 64
- awesome-chatgpt-zh
- 1
Stars delta
- deepteam
- +388 (30d)
- awesome-chatgpt-zh
- +46 (30d)
Open issues delta
- deepteam
- +11 (30d)
- awesome-chatgpt-zh
- -8 (30d)
Full report
- deepteam
- Trust report
- awesome-chatgpt-zh
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (confident-ai/deepteam) · observed Sep 13, 2026
- GitHub forks (confident-ai/deepteam) · observed Sep 13, 2026
- Last push (confident-ai/deepteam) · observed Aug 21, 2026
- License file (Apache-2.0) · observed Sep 13, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (EmbraceAGI/awesome-chatgpt-zh) · observed Aug 27, 2026
- GitHub forks (EmbraceAGI/awesome-chatgpt-zh) · observed Aug 27, 2026
- Last push (EmbraceAGI/awesome-chatgpt-zh) · observed Aug 25, 2026
- License file (MIT) · observed Aug 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: deepteam 2.8k · awesome-chatgpt-zh 12k (synced Sep 13, 2026).
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 (11,660 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 and awesome-chatgpt-zh alternatives (deepteam markdown twin, awesome-chatgpt-zh 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, deepteam or awesome-chatgpt-zh?
- deepteam: Active. awesome-chatgpt-zh: 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 deepteam and awesome-chatgpt-zh?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deepteam trust report; awesome-chatgpt-zh trust report.