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What is Mirai?

Mirai stands out as a sophisticated platform designed specifically for developers, focusing on on-device AI infrastructure that facilitates the conversion, optimization, and execution of machine learning models right on Apple devices, all while prioritizing performance and user privacy. With a streamlined workflow, teams can effectively convert and quantize models, evaluate their performance, distribute them, and perform local inference without any hassle. Tailored for Apple Silicon, Mirai aims to deliver near-zero latency and eliminate inference costs, ensuring that the processing of sensitive data remains entirely on the user's device for enhanced security. Its comprehensive SDK and inference engine empower developers to quickly embed AI capabilities into their applications, utilizing hardware-aware optimizations to fully harness the potential of the GPU and Neural Engine. Additionally, Mirai incorporates dynamic routing features that smartly decide on the optimal execution path for tasks, whether it be executing locally or accessing cloud resources, while considering important factors like latency, privacy, and workload requirements. This adaptability not only improves the overall user experience but also equips developers with the tools to craft more responsive and efficient applications that cater specifically to the needs of their users, ultimately driving innovation in the realm of on-device AI.

What is Baseten?

Baseten is an advanced platform engineered to provide mission-critical AI inference with exceptional reliability and performance at scale. It supports a wide range of AI models, including open-source frameworks, proprietary models, and fine-tuned versions, all running on inference-optimized infrastructure designed for production-grade workloads. Users can choose flexible deployment options such as fully managed Baseten Cloud, self-hosted environments within private VPCs, or hybrid models that combine the best of both worlds. The platform leverages cutting-edge techniques like custom kernels, advanced caching, and specialized decoding to ensure low latency and high throughput across generative AI applications including image generation, transcription, text-to-speech, and large language models. Baseten Chains further optimizes compound AI workflows by boosting GPU utilization and reducing latency. Its developer experience is carefully crafted with seamless deployment, monitoring, and management tools, backed by expert engineering support from initial prototyping through production scaling. Baseten also guarantees 99.99% uptime with cloud-native infrastructure that spans multiple regions and clouds. Security and compliance certifications such as SOC 2 Type II and HIPAA ensure trustworthiness for sensitive workloads. Customers praise Baseten for enabling real-time AI interactions with sub-400 millisecond response times and cost-effective model serving. Overall, Baseten empowers teams to accelerate AI product innovation with performance, reliability, and hands-on support.

Media

Media

Integrations Supported

DeepSeek R1
Qwen3
BGE
DeepSeek-V3
Gemma 4
LFM-3B
LiteLLM
Llama
Llama 3.1
Llama 3.3
Llama 4 Maverick
Llama 4 Scout
MARS6
Mixedbread
Nomic Embed
Orpheus TTS
SmolLM2
Stable Diffusion
ZenCtrl
gpt-oss-120b

Integrations Supported

DeepSeek R1
Qwen3
BGE
DeepSeek-V3
Gemma 4
LFM-3B
LiteLLM
Llama
Llama 3.1
Llama 3.3
Llama 4 Maverick
Llama 4 Scout
MARS6
Mixedbread
Nomic Embed
Orpheus TTS
SmolLM2
Stable Diffusion
ZenCtrl
gpt-oss-120b

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Mirai

Date Founded

2024

Company Location

United States

Company Website

trymirai.com

Company Facts

Organization Name

Baseten

Date Founded

2019

Company Location

United States

Company Website

www.baseten.co

Categories and Features

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