Baseten vs. Modular Comparison


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About Baseten is a high-performance platform designed for mission-critical AI inference workloads. It supports serving open-source, custom, and fine-tuned AI models on infrastructure built specifically for production scale. Users can deploy models on Baseten’s cloud, their own cloud, or in a hybrid setup, ensuring flexibility and scalability. The platform offers inference-optimized infrastructure that enables fast training and seamless developer workflows. Baseten also provides specialized performance optimizations tailored for generative AI applications such as image generation, transcription, text-to-speech, and large language models. With 99.99% uptime, low latency, and support from forward deployed engineers, Baseten aims to help teams bring AI products to market quickly and reliably.	About Modular is a unified AI inference platform designed to run models efficiently across diverse hardware environments. It enables developers to deploy and scale AI workloads on GPUs, CPUs, and ASICs using a single, integrated stack. The platform optimizes performance from low-level GPU kernels to high-level API endpoints. Modular supports both managed cloud deployments and self-hosted environments, offering flexibility for different use cases. It allows users to run open-source or custom models with high performance and cost efficiency. With features like hardware portability and dynamic scaling, it reduces vendor lock-in and infrastructure complexity. By combining performance optimization and deployment simplicity, Modular helps teams build and run AI applications at scale.
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 Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI engineering and machine learning teams looking for scalable, high-performance inference infrastructure with flexible deployment options and expert support	Audience AI engineers, developers, and enterprises building and deploying high-performance AI models who need scalable, hardware-flexible inference infrastructure
Support Phone Support Not Supported 24/7 Live Support Not 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 Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not 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 Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Baseten Founded: 2019 United States www.baseten.co	Company Information Modular Founded: 2022 United States www.modular.com
Alternatives Modal Modal Labs	Alternatives Google Cloud AI Infrastructure Google
Together AI	Together AI
Intel Tiber AI Cloud Intel	CoreWeave
Runpod	VESSL AI
NetMind AI View All	Vercel View All
Categories AI Cloud Providers Supported AI Inference Supported AI Infrastructure Supported Cloud GPU Supported ML Model Deployment Supported	Categories AI Agent Infrastructure Supported AI Development Supported AI Inference Supported AI Infrastructure Supported Artificial Intelligence Supported

Integrations BGE Supported DeepSeek R1 Supported DeepSeek-V3 Supported LiteLLM Supported Llama 3.1 Supported Llama 3.3 Supported Llama 4 Maverick Supported Llama 4 Scout Supported MARS6 Supported Mixedbread Supported Mojo Not Supported Nomic Embed Supported OpenAI Whisper Supported Orpheus TTS Supported Qwen3 Supported Stable Diffusion Supported Stable Diffusion XL (SDXL) Supported Tülu 3 Supported Vision Agents Supported ZenCtrl Supported Show More Integrations View All 20 Integrations	Integrations BGE Not Supported DeepSeek R1 Not Supported DeepSeek-V3 Not Supported LiteLLM Not Supported Llama 3.1 Not Supported Llama 3.3 Not Supported Llama 4 Maverick Not Supported Llama 4 Scout Not Supported MARS6 Not Supported Mixedbread Not Supported Mojo Supported Nomic Embed Not Supported OpenAI Whisper Not Supported Orpheus TTS Not Supported Qwen3 Not Supported Stable Diffusion Not Supported Stable Diffusion XL (SDXL) Not Supported Tülu 3 Not Supported Vision Agents Not Supported ZenCtrl Not Supported Show More Integrations View All 1 Integration
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