Comparison
label-studio vs alice
Verdict
Pick label-studio if label Studio is an annotation tool supporting multiple data types with standardized output for machine learning projects; pick alice if alice is an AI-assisted tool for handling YOLO object detection datasets using Docker with auto-detection of hardware resources.
Markdown twin · label-studio alternatives · alice alternatives
GraphCanon updated Aug 31, 2026
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Trust & integrity
| Signal | label-studio | alice |
|---|---|---|
| Maintenance | Very active (0d since push) As of Aug 14, 2026 · github_public_v1 | Slowing (126d since push) As of Aug 31, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Aug 14, 2026 · github_public_v1 | Not a fork · Personal account As of Aug 31, 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
- label-studio
- A multi-type data labeling and annotation tool
- alice
- AI-powered YOLO dataset management toolkit
Stars
- label-studio
- 28k
- alice
- 387
Forks
- label-studio
- 3.7k
- alice
- 39
Open issues
- label-studio
- 923
- alice
- 0
Language
- label-studio
- TypeScript
- alice
- JavaScript
Adopt for
- label-studio
- Label Studio is an annotation tool supporting multiple data types with standardized output for machine learning projects.
- alice
- alice is an AI-assisted tool for handling YOLO object detection datasets using Docker with auto-detection of hardware resources.
Persona
- label-studio
- -
- alice
- -
Runtime
- label-studio
- -
- alice
- -
License
- label-studio
- Apache-2.0
- alice
- Other
Last pushed
- label-studio
- Aug 14, 2026
- alice
- Apr 26, 2026
Categories
- label-studio
- Data & Retrieval
- alice
- Data & Retrieval, Model Training
Trust and health
Maintenance
- label-studio
- Very active (96%)
- alice
- Slowing (36%)
Days since push
- label-studio
- 0d
- alice
- 126d
Open issues (now)
- label-studio
- 923
- alice
- 0
Stars delta
- label-studio
- +218 (30d)
- alice
- +17 (30d)
Open issues delta
- label-studio
- +23 (30d)
- alice
- 0 (30d)
Owner type
- label-studio
- Organization
- alice
- User
Full report
- label-studio
- Trust report
- alice
- Trust report
Shared compatibility
- Python · label-studio: Python runtime · alice: Python runtime
Choose label-studio if…
- label-studio is primarily TypeScript; alice is JavaScript.
- License: label-studio is Apache-2.0, alice is Other.
- Tags unique to label-studio: image-classification, labeling-tool, semantic-segmentation, text-annotation.
- For projects needing multi-type annotations including images, texts, and more
When NOT to use label-studio
- If your project strictly requires on-premise database solutions without Docker support
- For tasks where real-time collaboration annotations are non-negotiable features
- When the need for minimal setup overrides advanced configuration options
Choose alice if…
- alice is primarily JavaScript; label-studio is TypeScript.
- License: alice is Other, label-studio is Apache-2.0.
- Tags unique to alice: ai-tools, dataset, frigate, nvidia-cuda.
- Also covers Model Training.
- When you need a toolkit that seamlessly integrates with Docker for dataset management in conjunction with YOLO models.
When NOT to use alice
- Do not use if your project does not require integration with the YOLO model for object detection tasks.
- Avoid if you prefer tools that handle NVIDIA drivers and CUDA toolkit installations automatically without requiring manual pre-installation by users.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (HumanSignal/label-studio) · observed Aug 14, 2026
- GitHub forks (HumanSignal/label-studio) · observed Aug 14, 2026
- Last push (HumanSignal/label-studio) · observed Aug 14, 2026
- License file (Apache-2.0) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (simoncirstoiu/alice) · observed Aug 31, 2026
- GitHub forks (simoncirstoiu/alice) · observed Aug 31, 2026
- Last push (simoncirstoiu/alice) · observed Apr 26, 2026
- License file (Other) · observed Aug 31, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: label-studio 28k · alice 387 (synced Aug 14, 2026).
Common questions
- What is the difference between label-studio and alice?
- label-studio: A multi-type data labeling and annotation tool. alice: AI-powered YOLO dataset management toolkit. See the comparison table for live GitHub stats and shared categories.
- When should I choose label-studio over alice?
- Choose label-studio over alice when label-studio is primarily TypeScript; alice is JavaScript; License: label-studio is Apache-2.0, alice is Other; Tags unique to label-studio: image-classification, labeling-tool, semantic-segmentation, text-annotation; For projects needing multi-type annotations including images, texts, and more.
- When should I choose alice over label-studio?
- Choose alice over label-studio when alice is primarily JavaScript; label-studio is TypeScript; License: alice is Other, label-studio is Apache-2.0; Tags unique to alice: ai-tools, dataset, frigate, nvidia-cuda; Also covers Model Training; When you need a toolkit that seamlessly integrates with Docker for dataset management in conjunction with YOLO models.
- When should I avoid label-studio?
- If your project strictly requires on-premise database solutions without Docker support For tasks where real-time collaboration annotations are non-negotiable features When the need for minimal setup overrides advanced configuration options
- When should I avoid alice?
- Do not use if your project does not require integration with the YOLO model for object detection tasks. Avoid if you prefer tools that handle NVIDIA drivers and CUDA toolkit installations automatically without requiring manual pre-installation by users.
- Is label-studio or alice more popular on GitHub?
- label-studio has more GitHub stars (28,058 vs 387). Stars measure visibility, not whether either tool fits your constraints.
- Are label-studio and alice open source?
- Yes - both are open-source projects on GitHub (label-studio: Apache-2.0, alice: Other).
- Where can I find alternatives to label-studio or alice?
- GraphCanon lists graph-backed alternatives at label-studio alternatives and alice alternatives (label-studio markdown twin, alice 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, label-studio or alice?
- label-studio: Very active. alice: 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 label-studio and alice?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: label-studio trust report; alice trust report.