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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Mirai is an advanced platform tailored for developers that focuses on on-device AI infrastructure, enabling the conversion, optimization, and execution of machine learning models directly on Apple devices with a strong emphasis on performance and user privacy. This platform offers a cohesive workflow that allows teams to efficiently convert and quantize models, assess their performance, distribute them, and conduct local inference seamlessly. Specifically designed for Apple Silicon, Mirai strives to achieve near-zero latency and zero inference cost, while ensuring that sensitive data processing remains securely on the user's device. Through its comprehensive SDK and inference engine, developers can swiftly integrate AI functionalities into their applications, leveraging hardware-aware optimizations to maximize the capabilities of the GPU and Neural Engine. Additionally, Mirai features dynamic routing abilities that intelligently determine the best execution path for requests, whether that be locally on the device or utilizing cloud resources, taking into account factors such as latency, privacy, and workload demands. This flexibility not only enhances the user experience but also allows developers to create more responsive and efficient applications tailored to their users' needs.

Description

Scalattice serves as a managed inference API and a distributed GPU network, catering to developers utilizing open models as well as GPU owners who offer computational power. Developers can make chat-completion and image-generation requests using endpoints that are compatible with OpenAI, while also selecting models from a catalog and managing aspects like API keys, credits, usage, model access, and regional policies via Scalattice Cloud or its command-line interface. The requests are processed on the machines of GPU providers, who are compensated based on tracked usage through the service. GPU providers are required to install the Scalattice agent on compatible machines running Windows, Linux, or Apple Silicon macOS, allowing them to set their availability and oversee job progress and earnings. This service is designed for a diverse audience, including application developers, AI innovators, and GPU operators looking to access hosted inference capabilities or to contribute their computational resources. Additionally, the availability of models and their pricing is determined by the existing catalog and the capacity that is currently available for use. Scalattice ultimately aims to bridge the gap between developers and GPU providers, enhancing the efficiency of AI model deployment.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

No images available

Integrations

Bookline Yes 
DeepSeek R1 Yes 
Gemma 3 Yes 
Gemma 4 Yes 
LFM-3B Yes 
Llama Yes 
Model Context Protocol (MCP) No 
OpenAI No 
Polaris Yes 
Qwen3 Yes 
SmolLM2 Yes 
gpt-oss-120b Yes 

Integrations

Bookline No 
DeepSeek R1 No 
Gemma 3 No 
Gemma 4 No 
LFM-3B No 
Llama No 
Model Context Protocol (MCP) Yes 
OpenAI Yes 
Polaris No 
Qwen3 No 
SmolLM2 No 
gpt-oss-120b No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Pricing Details

Inference uses per-token pricing for text models and per-image pricing for image generation. Customers can add prepaid credits; GPU operators earn payouts for completed workloads. Rates and model availability vary by catalog entry and capacity.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App Yes 
iPad App Yes 
Android App No 
Windows No 
Mac Yes 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Mirai

Founded

2024

Country

United States

Website

trymirai.com

Vendor Details

Company Name

Robottik

Founded

2026

Country

United Kingdom

Website

scalattice.com

Product Features

Product Features

Alternatives

Alternatives