Comparison
gpt_academic vs AI-Compass
Verdict
Pick gpt_academic if gpt_academic is a modular interface for GPT and GLM LLMs, tailored for academic tasks such as paper translation, summarization, and writing assistance. It supports customization through plugins and buttons and can be set; pick AI-Compass if aI-Compass offers comprehensive guidance on AI concepts and technologies for developers at all levels, focusing on practical application from theory to.
Markdown twin · gpt_academic alternatives · AI-Compass alternatives
GraphCanon updated Sep 20, 2026
6views this month
vs
Trust & integrity
| Signal | gpt_academic | AI-Compass |
|---|---|---|
| Maintenance | Slowing (235d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 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
- gpt_academic
- Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing.
- AI-Compass
- Guides developers through AI concepts, technologies, and practical applications
Stars
- gpt_academic
- 71k
- AI-Compass
- 949
Forks
- gpt_academic
- 8.3k
- AI-Compass
- 127
Open issues
- gpt_academic
- 332
- AI-Compass
- 0
Language
- gpt_academic
- Python
- AI-Compass
- Python
Adopt for
- gpt_academic
- gpt_academic is a modular interface for GPT and GLM LLMs, tailored for academic tasks such as paper translation, summarization, and writing assistance. It supports customization through plugins and buttons and can be set
- AI-Compass
- AI-Compass offers comprehensive guidance on AI concepts and technologies for developers at all levels, focusing on practical application from theory to implementation.
Persona
- gpt_academic
- -
- AI-Compass
- -
Runtime
- gpt_academic
- -
- AI-Compass
- -
License
- gpt_academic
- GPL-3.0
- AI-Compass
- -
Last pushed
- gpt_academic
- Jan 25, 2026
- AI-Compass
- Sep 20, 2026
Categories
- gpt_academic
- Inference & Serving, LLM Frameworks
- AI-Compass
- Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- gpt_academic
- Slowing (36%)
- AI-Compass
- Very active (96%)
Days since push
- gpt_academic
- 235d
- AI-Compass
- 0d
Open issues (now)
- gpt_academic
- 332
- AI-Compass
- 0
Stars delta
- gpt_academic
- +165 (30d)
- AI-Compass
- +72 (30d)
Open issues delta
- gpt_academic
- +2 (30d)
- AI-Compass
- -4 (30d)
OSV dependency advisories
- gpt_academic
- Published findings
- AI-Compass
- No lockfile (source not queried)
Full report
- gpt_academic
- Trust report
- AI-Compass
- Trust report
Shared compatibility
- Python · gpt_academic: Python runtime · AI-Compass: Python runtime
Choose gpt_academic if…
- Requirements: Requires Docker; Supports deployment via Docker, which can be configured for different use cases, including full project capabilities, online models only, or online models plus蔺.
- Tags unique to gpt_academic: academic, chatglm-6b, chatgpt, gpt-4.
- gpt_academic ships Docker support for self-hosted deployment.
- When you need a tool specifically optimized for academic tasks like paper translation, summarization, and writing assistance.
When NOT to use gpt_academic
- If your project does not involve academic tasks such as paper reading, polishing, or writing.
- When you need a solution that does not support customization through plugins and buttons or does not offer deployment via Docker or Python.
Choose AI-Compass if…
- Pricing: The pricing model for AI-Compass is not specified in the repository data provided..
- Requirements: Developers will need a basic understanding of Python to take full advantage of the resources offered by AI-Compass.; The exact system requirements are not provided in the repository data..
- Tags unique to AI-Compass: agent, ai, llm, nlp.
- Also covers Model Training.
- When you require detailed, systematic learning resources that cover both basic and advanced AI topics.
When NOT to use AI-Compass
- Avoid if you are looking for a tool that focuses solely on hands-on project work without an emphasis on understanding underlying concepts.
- Not recommended if you prefer more specialized tools that cater strictly either to beginners or advanced developers, rather than serving both audiences cohesively.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (binary-husky/gpt_academic) · observed Sep 20, 2026
- GitHub forks (binary-husky/gpt_academic) · observed Sep 20, 2026
- Last push (binary-husky/gpt_academic) · observed Jan 25, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (tingaicompass/AI-Compass) · observed Sep 20, 2026
- GitHub forks (tingaicompass/AI-Compass) · observed Sep 20, 2026
- Last push (tingaicompass/AI-Compass) · observed Sep 20, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: gpt_academic 71k · AI-Compass 949 (synced Sep 20, 2026).
Common questions
- What is the difference between gpt_academic and AI-Compass?
- gpt_academic: Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing.. AI-Compass: Guides developers through AI concepts, technologies, and practical applications. See the comparison table for live GitHub stats and shared categories.
- When should I choose gpt_academic over AI-Compass?
- Choose gpt_academic over AI-Compass when Requirements: Requires Docker; Supports deployment via Docker, which can be configured for different use cases, including full project capabilities, online models only, or online models plus蔺; Tags unique to gpt_academic: academic, chatglm-6b, chatgpt, gpt-4; gpt_academic ships Docker support for self-hosted deployment; When you need a tool specifically optimized for academic tasks like paper translation, summarization, and writing assistance.
- When should I choose AI-Compass over gpt_academic?
- Choose AI-Compass over gpt_academic when Pricing: The pricing model for AI-Compass is not specified in the repository data provided.; Requirements: Developers will need a basic understanding of Python to take full advantage of the resources offered by AI-Compass.; The exact system requirements are not provided in the repository data.; Tags unique to AI-Compass: agent, ai, llm, nlp; Also covers Model Training; When you require detailed, systematic learning resources that cover both basic and advanced AI topics.
- When should I avoid gpt_academic?
- If your project does not involve academic tasks such as paper reading, polishing, or writing. When you need a solution that does not support customization through plugins and buttons or does not offer deployment via Docker or Python.
- When should I avoid AI-Compass?
- Avoid if you are looking for a tool that focuses solely on hands-on project work without an emphasis on understanding underlying concepts. Not recommended if you prefer more specialized tools that cater strictly either to beginners or advanced developers, rather than serving both audiences cohesively.
- Is gpt_academic or AI-Compass more popular on GitHub?
- gpt_academic has more GitHub stars (71,361 vs 949). Stars measure visibility, not whether either tool fits your constraints.
- Are gpt_academic and AI-Compass open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to gpt_academic or AI-Compass?
- GraphCanon lists graph-backed alternatives at gpt_academic alternatives and AI-Compass alternatives (gpt_academic markdown twin, AI-Compass 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, gpt_academic or AI-Compass?
- gpt_academic: Slowing. AI-Compass: 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 gpt_academic and AI-Compass?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: gpt_academic trust report; AI-Compass trust report.