FriendliAI vs. Mirai Comparison


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About FriendliAI is a generative AI infrastructure platform that offers fast, efficient, and reliable inference solutions for production environments. It provides a suite of tools and services designed to optimize the deployment and serving of large language models (LLMs) and other generative AI workloads at scale. Key offerings include Friendli Endpoints, which allow users to build and serve custom generative AI models, saving GPU costs and accelerating AI inference. It supports seamless integration with popular open source models from the Hugging Face Hub, enabling lightning-fast, high-performance inference. FriendliAI's cutting-edge technologies, such as Iteration Batching, Friendli DNN Library, Friendli TCache, and Native Quantization, contribute to significant cost savings (50–90%), reduced GPU requirements (6× fewer GPUs), higher throughput (10.7×), and lower latency (6.2×).	About Mirai is a developer-focused on-device AI infrastructure platform designed to convert, optimize, and run machine learning models directly on Apple devices with high performance and privacy. It provides a unified pipeline that enables teams to convert and quantize models, benchmark them, distribute them, and execute inference locally. It is built specifically for Apple Silicon and aims to deliver near-zero latency, zero inference cost, and full data privacy by keeping sensitive processing on the user’s device. Through its SDK and inference engine, developers can integrate AI features into applications quickly, using hardware-aware optimizations that unlock the full power of the GPU and Neural Engine. Mirai also includes dynamic routing capabilities that automatically decide whether a request should run locally or in the cloud based on latency, privacy, or workload requirements.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Not Supported Chromebook Not Supported
Audience AI infrastructure engineers wanting a solution to manage AI models across various workloads	Audience AI developers and product teams that need to deploy and run optimized machine learning models directly on Apple devices for faster, private inference
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $5.9 per hour Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information FriendliAI Founded: 2021 United States friendli.ai/	Company Information Mirai Founded: 2024 United States trymirai.com
Alternatives Wafer	Alternatives NVIDIA TensorRT NVIDIA
Fireworks AI	SiliconFlow
kluster.ai	ZeroGPU
Together AI	FriendliAI
Simplismart View All	EdgeCortix View All
Categories AI Fine-Tuning Supported AI Inference Supported Generative AI Supported LLM API Supported	Categories AI Inference Supported

Integrations Gemma 3 Supported Gemma 4 Supported DeepSeek R1 Not Supported Grafana Cloud Supported Hugging Face Supported Kubernetes Supported LFM-3B Not Supported LangChain Supported LiteLLM Supported Llama Not Supported Llama 3.3 Supported Meta AI Supported Microsoft Azure Supported MongoDB Supported NVIDIA DRIVE Supported Poe Supported Polaris Not Supported SmolLM2 Not Supported Weaviate Supported gpt-oss-120b Not Supported Show More Integrations View All 18 Integrations	Integrations Gemma 3 Supported Gemma 4 Supported DeepSeek R1 Supported Grafana Cloud Not Supported Hugging Face Not Supported Kubernetes Not Supported LFM-3B Supported LangChain Not Supported LiteLLM Not Supported Llama Supported Llama 3.3 Not Supported Meta AI Not Supported Microsoft Azure Not Supported MongoDB Not Supported NVIDIA DRIVE Not Supported Poe Not Supported Polaris Supported SmolLM2 Supported Weaviate Not Supported gpt-oss-120b Supported Show More Integrations View All 9 Integrations
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