Comparison
ailia-models vs archai
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick archai if archai expedites Neural Architecture Search (NAS) research by providing fast, reproducible, modular tools for automated machine learning and hyperparameter optimization with Python and PyTorch.
Markdown twin · ailia-models alternatives · archai alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | ailia-models | archai |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Slowing (252d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- ailia-models
- Repository of pre-trained AI models for ailia SDK
- archai
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
Stars
- ailia-models
- 2.4k
- archai
- 485
Forks
- ailia-models
- 363
- archai
- 93
Open issues
- ailia-models
- 321
- archai
- 4
Language
- ailia-models
- Python
- archai
- Python
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- archai
- Archai expedites Neural Architecture Search (NAS) research by providing fast, reproducible, modular tools for automated machine learning and hyperparameter optimization with Python and PyTorch.
Persona
- ailia-models
- -
- archai
- -
Runtime
- ailia-models
- -
- archai
- -
License
- ailia-models
- -
- archai
- MIT
Last pushed
- ailia-models
- Aug 21, 2026
- archai
- Nov 24, 2025
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- archai
- Model Training
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- archai
- Slowing (36%)
Days since push
- ailia-models
- 0d
- archai
- 252d
Open issues (now)
- ailia-models
- 321
- archai
- 4
Stars delta
- ailia-models
- +8 (30d)
- archai
- Unknown
Open issues delta
- ailia-models
- +5 (30d)
- archai
- Unknown
Full report
- ailia-models
- Trust report
- archai
- Trust report
Shared compatibility
- Python · ailia-models: Python runtime · archai: Python runtime
Choose ailia-models if…
- Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal.
- Also covers Computer Vision, Speech & Audio.
- When developing apps that integrate with the ailia SDK
When NOT to use ailia-models
- If your project does not align with ailia SDK or its specific model categories
- When you require customization beyond what is offered by pre-trained models in this repository
Choose archai if…
- Tags unique to archai: automated-machine-learning, automl, darts, hyperparameter-optimization.
- Need rapid iteration in NAS projects while ensuring reproducibility
- Leaner open-issue backlog (4).
When NOT to use archai
- Project requires specific GPU support not aligned with PyTorch 1.7.0+ versions
- Development occurs outside Python 3.8+, limiting the application of Archai tools
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ailia-ai/ailia-models) · observed Aug 22, 2026
- GitHub forks (ailia-ai/ailia-models) · observed Aug 22, 2026
- Last push (ailia-ai/ailia-models) · observed Aug 21, 2026
- License file (unknown) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (microsoft/archai) · observed Aug 4, 2026
- GitHub forks (microsoft/archai) · observed Aug 4, 2026
- Last push (microsoft/archai) · observed Nov 24, 2025
- License file (MIT) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ailia-models 2.4k · archai 485 (synced Aug 22, 2026).
Common questions
- What is the difference between ailia-models and archai?
- ailia-models: Repository of pre-trained AI models for ailia SDK. archai: Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over archai?
- Choose ailia-models over archai when Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal; Also covers Computer Vision, Speech & Audio; When developing apps that integrate with the ailia SDK.
- When should I choose archai over ailia-models?
- Choose archai over ailia-models when Tags unique to archai: automated-machine-learning, automl, darts, hyperparameter-optimization; Need rapid iteration in NAS projects while ensuring reproducibility; Leaner open-issue backlog (4).
- When should I avoid ailia-models?
- If your project does not align with ailia SDK or its specific model categories When you require customization beyond what is offered by pre-trained models in this repository
- When should I avoid archai?
- Project requires specific GPU support not aligned with PyTorch 1.7.0+ versions Development occurs outside Python 3.8+, limiting the application of Archai tools
- Is ailia-models or archai more popular on GitHub?
- ailia-models has more GitHub stars (2,365 vs 485). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and archai open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or archai?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and archai alternatives (ailia-models markdown twin, archai 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, ailia-models or archai?
- ailia-models: Very active. archai: 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 ailia-models and archai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; archai trust report.