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 Sep 30, 2026
13views this month
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Trust & integrity
| Signal | ailia-models | archai |
|---|---|---|
| Maintenance | Very active (3d since push) As of Sep 20, 2026 · github_public_v1 | Very active (1d since push) As of Sep 30, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 30, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 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
- 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
- 486
Forks
- ailia-models
- 365
- archai
- 95
Open issues
- ailia-models
- 323
- archai
- 0
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
- Sep 16, 2026
- archai
- Sep 28, 2026
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- archai
- Model Training
Trust and health
Days since push
- ailia-models
- 3d
- archai
- 1d
Open issues (now)
- ailia-models
- 323
- archai
- 0
Stars delta
- ailia-models
- +35 (30d)
- archai
- +1 (30d)
Open issues delta
- ailia-models
- +7 (30d)
- archai
- -4 (30d)
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
- More recently updated (last pushed Sep 28, 2026).
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 Sep 20, 2026
- GitHub forks (ailia-ai/ailia-models) · observed Sep 20, 2026
- Last push (ailia-ai/ailia-models) · observed Sep 16, 2026
- License file (unknown) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (microsoft/archai) · observed Sep 30, 2026
- GitHub forks (microsoft/archai) · observed Sep 30, 2026
- Last push (microsoft/archai) · observed Sep 28, 2026
- License file (MIT) · observed Sep 30, 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 486 (synced Sep 20, 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; More recently updated (last pushed Sep 28, 2026).
- 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 (2,392 vs 486). 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: 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 ailia-models and archai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; archai trust report.