kitio.aiAdded Nov 5, 2026
Coral
FreeGoogle's open platform for running AI models on edge devices
What is Coral?
Coral is Google's full-stack platform for edge AI, pairing an AI-first hardware architecture with developer tools for running models locally on devices. Software developers deploy PyTorch, JAX or LiteRT models, and hardware makers build the design into their own chips.
Models are compiled with standards-based MLIR toolchains and can be tested in simulators before deployment. The goal is efficient on-device inference for low-power products, without sending data to the cloud.
Coralboard and a partner program help hardware developers bring Coral-based devices to market. Documentation and guides are hosted on Google for Developers in many languages, and the platform is open source.
Features
- Edge AI hardware architecture
- MLIR compiler toolchain
- PyTorch, JAX and LiteRT support
- Simulators
- Coralboard
- Hardware partner program
Tags
Releases
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Organization
🇺🇸 United States
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Free
- Paid options from
- 100% free
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Pros and cons
Pros
- Runs models locally on devices
- Supports major ML frameworks
- Backed by Google documentation
Cons
- Needs compatible hardware
- Aimed at embedded developers, not end users
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Q&A
What is Coral?
Coral is Google's full-stack platform for edge AI, pairing an AI-first hardware architecture with developer tools for running models locally on devices. Software developers deploy PyTorch, JAX or LiteRT models, and hardware makers build the design into their own chips.
Which model formats can Coral run?
Developers can bring PyTorch, JAX or LiteRT models and compile them for Coral hardware with its MLIR-based toolchain.
How much does Coral cost?
Coral is 100% free.
Is there a free version of Coral?
Yes. Coral is completely free to use.
What are the main features of Coral?
Edge AI hardware architecture, MLIR compiler toolchain, PyTorch, JAX and LiteRT support, Simulators, Coralboard, Hardware partner program.
Who makes Coral?
Coral is made by Google.
What are the best alternatives to Coral?
Popular alternatives include Hugging Face, Elasticsearch, Ollama.