Comparison
ailia-models vs model_search
Verdict
Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick model_search if model_search simplifies model architecture search by automating the process with predefined configurations focusing on binary classification tasks.
Markdown twin · ailia-models alternatives · model_search alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | ailia-models | model_search |
|---|---|---|
| Maintenance | Very active (0d since push) As of 3d · github_public_v1 | Archived (734d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- model_search
- Automated machine learning for model architecture search.
Stars
- ailia-models
- 2.4k
- model_search
- 3.2k
Forks
- ailia-models
- 363
- model_search
- 549
Open issues
- ailia-models
- 321
- model_search
- 53
Language
- ailia-models
- Python
- model_search
- Python
Adopt for
- ailia-models
- Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing.
- model_search
- model_search simplifies model architecture search by automating the process with predefined configurations focusing on binary classification tasks.
Persona
- ailia-models
- -
- model_search
- -
Runtime
- ailia-models
- -
- model_search
- -
License
- ailia-models
- -
- model_search
- Apache-2.0
Last pushed
- ailia-models
- Aug 21, 2026
- model_search
- Jul 30, 2024
Categories
- ailia-models
- Computer Vision, Model Training, Speech & Audio
- model_search
- Evaluation & Observability, Model Training
Trust and health
Maintenance
- ailia-models
- Very active (96%)
- model_search
- Archived (8%)
Days since push
- ailia-models
- 0d
- model_search
- 734d
Archived on GitHub
- ailia-models
- No
- model_search
- Yes
Open issues (now)
- ailia-models
- 321
- model_search
- 53
Stars delta
- ailia-models
- +8 (30d)
- model_search
- Unknown
Open issues delta
- ailia-models
- +5 (30d)
- model_search
- Unknown
OSV dependency advisories
- ailia-models
- No lockfile (source not queried)
- model_search
- Published findings
Full report
- ailia-models
- Trust report
- model_search
- Trust report
Shared compatibility
- Python · ailia-models: Python runtime · model_search: 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 model_search if…
- Tags unique to model_search: automl, binary classification, data-driven architecture selection, machine-learning.
- Also covers Evaluation & Observability.
- When you want to streamline the selection of optimal model architectures for your specific data without manual tuning.
When NOT to use model_search
- Avoid if your project requires customization beyond what model_search offers through predefined configurations.
- Not ideal for tasks outside of binary classification which strictly uses a logits_dimension of 2.
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 (google/model_search) · observed Aug 4, 2026
- GitHub forks (google/model_search) · observed Aug 4, 2026
- Last push (google/model_search) · observed Jul 30, 2024
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ailia-models 2.4k · model_search 3.2k (synced Aug 22, 2026).
Common questions
- What is the difference between ailia-models and model_search?
- ailia-models: Repository of pre-trained AI models for ailia SDK. model_search: Automated machine learning for model architecture search.. See the comparison table for live GitHub stats and shared categories.
- When should I choose ailia-models over model_search?
- Choose ailia-models over model_search 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 model_search over ailia-models?
- Choose model_search over ailia-models when Tags unique to model_search: automl, binary classification, data-driven architecture selection, machine-learning; Also covers Evaluation & Observability; When you want to streamline the selection of optimal model architectures for your specific data without manual tuning.
- 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 model_search?
- Avoid if your project requires customization beyond what model_search offers through predefined configurations. Not ideal for tasks outside of binary classification which strictly uses a logits_dimension of 2.
- Is ailia-models or model_search more popular on GitHub?
- model_search has more GitHub stars (3,239 vs 2,365). Stars measure visibility, not whether either tool fits your constraints.
- Are ailia-models and model_search open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to ailia-models or model_search?
- GraphCanon lists graph-backed alternatives at ailia-models alternatives and model_search alternatives (ailia-models markdown twin, model_search 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 model_search?
- ailia-models: Very active. model_search: Archived. 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 model_search?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ailia-models trust report; model_search trust report.