--- title: "ailia-models vs react-native-executorch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ailia-ai-ailia-models-vs-software-mansion-react-native-executorch" tools: ["ailia-ai-ailia-models", "software-mansion-react-native-executorch"] --- # ailia-models vs react-native-executorch *GraphCanon updated Aug 25, 2026* ## Verdict Pick ailia-models if pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing; pick react-native-executorch if react Native Executorch powers on-device AI inference in React Native apps using a declarative approach with ExecuTorch. [ailia-models](https://github.com/ailia-ai/ailia-models) reports 2.4k GitHub stars, 363 forks, and 321 open issues, last pushed Aug 21, 2026. [react-native-executorch](http://docs.swmansion.com/react-native-executorch/) has 1.7k stars, 95 forks, and 64 open issues, last pushed Aug 24, 2026. Figures are from public GitHub metadata via [ailia-models's repository](https://github.com/ailia-ai/ailia-models) and [react-native-executorch's repository](https://github.com/software-mansion/react-native-executorch). | | [ailia-models](/tools/ailia-ai-ailia-models.md) | [react-native-executorch](/tools/software-mansion-react-native-executorch.md) | | --- | --- | --- | | Tagline | Repository of pre-trained AI models for ailia SDK | Declarative way to run AI models in React Native on device | | Stars | 2,365 | 1,696 | | Forks | 363 | 95 | | Open issues | 321 | 64 | | Language | Python | C++ | | Adopt for | Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing. | React Native Executorch powers on-device AI inference in React Native apps using a declarative approach with ExecuTorch. | | Persona | - | - | | Runtime | - | - | | License | - | Other | | Categories | Computer Vision, Model Training, Speech & Audio | Computer Vision, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ailia-models](/tools/ailia-ai-ailia-models.md) | [react-native-executorch](/tools/software-mansion-react-native-executorch.md) | | --- | --- | --- | | Open issues (now) | 321 | 64 | | Stars delta | +8 (30d) | +23 (30d) | | Open issues delta | +5 (30d) | -13 (30d) | | Full report | [trust report](/tools/ailia-ai-ailia-models/trust.md) | [trust report](/tools/software-mansion-react-native-executorch/trust.md) | ## Decision facts: ailia-models - **Adopt for:** Pre-trained AI models for ailia SDK, covering broad applications from action recognition to audio processing. ## Decision facts: react-native-executorch - **Adopt for:** React Native Executorch powers on-device AI inference in React Native apps using a declarative approach with ExecuTorch. ## Choose when ### Choose ailia-models if… - ailia-models is primarily Python; react-native-executorch is C++. - Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal. - Also covers Model Training, Speech & Audio. - When developing apps that integrate with the ailia SDK ### Choose react-native-executorch if… - react-native-executorch is primarily C++; ailia-models is Python. - Tags unique to react-native-executorch: image-embeddings, llm-inference, object-detection, ocr. - Also covers Inference & Serving. - You are developing a React Native application requiring efficient on-device AI inference capabilities. ## 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 ## When NOT to use react-native-executorch - When the development team lacks expertise in C++ or React Native integration specifics required by Executorch. - Projects that depend heavily on cloud-based machine learning services for their AI functionalities. - Scenarios where cross-platform support beyond React Native is necessary. ## Common questions ### What is the difference between ailia-models and react-native-executorch? ailia-models: Repository of pre-trained AI models for ailia SDK. react-native-executorch: Declarative way to run AI models in React Native on device. See the comparison table for live GitHub stats and shared categories. ### When should I choose ailia-models over react-native-executorch? Choose ailia-models over react-native-executorch when ailia-models is primarily Python; react-native-executorch is C++; Tags unique to ailia-models: action-recognition, anomaly-detection, audio-processing, background-removal; Also covers Model Training, Speech & Audio; When developing apps that integrate with the ailia SDK. ### When should I choose react-native-executorch over ailia-models? Choose react-native-executorch over ailia-models when react-native-executorch is primarily C++; ailia-models is Python; Tags unique to react-native-executorch: image-embeddings, llm-inference, object-detection, ocr; Also covers Inference & Serving; You are developing a React Native application requiring efficient on-device AI inference capabilities. ### 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 react-native-executorch? When the development team lacks expertise in C++ or React Native integration specifics required by Executorch. Projects that depend heavily on cloud-based machine learning services for their AI functionalities. Scenarios where cross-platform support beyond React Native is necessary. ### Is ailia-models or react-native-executorch more popular on GitHub? ailia-models has more GitHub stars (2,365 vs 1,696). Stars measure visibility, not whether either tool fits your constraints. ### Are ailia-models and react-native-executorch open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to ailia-models or react-native-executorch? GraphCanon lists graph-backed alternatives at [ailia-models alternatives](/tools/ailia-ai-ailia-models/alternatives) and [react-native-executorch alternatives](/tools/software-mansion-react-native-executorch/alternatives) ([ailia-models markdown twin](/tools/ailia-ai-ailia-models/alternatives.md), [react-native-executorch markdown twin](/tools/software-mansion-react-native-executorch/alternatives.md)), 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](/compare/ailia-ai-ailia-models-vs-software-mansion-react-native-executorch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ailia-models or react-native-executorch? ailia-models: Very active. react-native-executorch: 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 react-native-executorch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ailia-models trust report](/tools/ailia-ai-ailia-models/trust); [react-native-executorch trust report](/tools/software-mansion-react-native-executorch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ailia-ai-ailia-models`](/api/graphcanon/graph?tool=ailia-ai-ailia-models) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_