Comparison
segment-anything vs wandb
Verdict
Pick segment-anything when segment-anything is primarily Jupyter Notebook; wandb is Python; pick wandb when wandb is primarily Python; segment-anything is Jupyter Notebook.
Markdown twin · segment-anything alternatives · wandb alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | segment-anything | wandb |
|---|---|---|
| Maintenance | Dormant (661d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- segment-anything
- Repository providing code for running inference with the SegmentAnything Model (SAM)
- wandb
- The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Stars
- segment-anything
- 55k
- wandb
- 11k
Forks
- segment-anything
- 6.4k
- wandb
- 884
Open issues
- segment-anything
- 595
- wandb
- 898
Language
- segment-anything
- Jupyter Notebook
- wandb
- Python
Adopt for
- segment-anything
- -
- wandb
- -
Persona
- segment-anything
- -
- wandb
- -
Runtime
- segment-anything
- -
- wandb
- -
License
- segment-anything
- Apache-2.0
- wandb
- MIT
Last pushed
- segment-anything
- Sep 18, 2024
- wandb
- Jul 11, 2026
Categories
- segment-anything
- Inference & Serving, Model Training
- wandb
- Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- segment-anything
- Dormant (18%)
- wandb
- Very active (96%)
Days since push
- segment-anything
- 661d
- wandb
- 0d
Open issues (now)
- segment-anything
- 595
- wandb
- 898
Full report
- segment-anything
- Trust report
- wandb
- Trust report
Shared compatibility
- Python · segment-anything: Python runtime · wandb: Python runtime
Choose segment-anything if…
- segment-anything is primarily Jupyter Notebook; wandb is Python.
- License: segment-anything is Apache-2.0, wandb is MIT.
- Tags unique to segment-anything: image processing, inference, notebooks, segmentation.
When NOT to use segment-anything
- Last GitHub push was 661 days ago (dormant maintenance, Sep 18, 2024). Validate activity before betting a new project on segment-anything.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose wandb if…
- wandb is primarily Python; segment-anything is Jupyter Notebook.
- License: wandb is MIT, segment-anything is Apache-2.0.
- Tags unique to wandb: ai, collaboration, data-science, data-versioning.
- Also covers LLM Frameworks.
When NOT to use wandb
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (facebookresearch/segment-anything) · observed Jul 11, 2026
- GitHub forks (facebookresearch/segment-anything) · observed Jul 11, 2026
- Last push (facebookresearch/segment-anything) · observed Sep 18, 2024
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (wandb/wandb) · observed Jul 11, 2026
- GitHub forks (wandb/wandb) · observed Jul 11, 2026
- Last push (wandb/wandb) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: segment-anything 55k · wandb 11k (synced Jul 11, 2026).
Common questions
- What is the difference between segment-anything and wandb?
- segment-anything: Repository providing code for running inference with the SegmentAnything Model (SAM). wandb: The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.. See the comparison table for live GitHub stats and shared categories.
- When should I choose segment-anything over wandb?
- Choose segment-anything over wandb when segment-anything is primarily Jupyter Notebook; wandb is Python; License: segment-anything is Apache-2.0, wandb is MIT; Tags unique to segment-anything: image processing, inference, notebooks, segmentation.
- When should I choose wandb over segment-anything?
- Choose wandb over segment-anything when wandb is primarily Python; segment-anything is Jupyter Notebook; License: wandb is MIT, segment-anything is Apache-2.0; Tags unique to wandb: ai, collaboration, data-science, data-versioning; Also covers LLM Frameworks.
- When should I avoid segment-anything?
- Last GitHub push was 661 days ago (dormant maintenance, Sep 18, 2024). Validate activity before betting a new project on segment-anything. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- When should I avoid wandb?
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is segment-anything or wandb more popular on GitHub?
- segment-anything has more GitHub stars (54,520 vs 11,175). Stars measure visibility, not whether either tool fits your constraints.
- Are segment-anything and wandb open source?
- Yes - both are open-source projects on GitHub (segment-anything: Apache-2.0, wandb: MIT).
- Where can I find alternatives to segment-anything or wandb?
- GraphCanon lists graph-backed alternatives at segment-anything alternatives and wandb alternatives (segment-anything markdown twin, wandb 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, segment-anything or wandb?
- segment-anything: Dormant. wandb: 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 segment-anything and wandb?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: segment-anything trust report; wandb trust report.