Baseten vs. Confidential AI 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 Confidential AI provides private AI inference, agent environments, and confidential computing infrastructure for AI labs, inference providers, routers, and organizations handling sensitive workloads. Its hosted inference service runs open-weight models in hardware-backed trusted execution environments (TEEs), including Intel TDX and AMD SEV-SNP confidential VMs with NVIDIA GPUs in confidential computing mode. Prompts, responses, and workload data are protected from infrastructure operators, and clients can verify attestation before sending sensitive input. Customers can use an OpenAI-compatible API to deploy inference endpoints and agent workloads, or license the confidential-computing stack for on-premises infrastructure, bare metal, and major clouds. Use cases include serving models while limiting operator access to prompts and model assets, and running sensitive AI workloads on dedicated confidential compute.
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 labs, inference providers, routers and regulated companies.
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $0.20/1M input tokens Cloud inference is metered per 1M tokens: DeepSeek V4 Flash costs $0.20 per 1M input tokens ($0.018 cached input) and $0.40 per 1M output tokens, invoiced monthly in arrears. GPU VMs are billed per GPU-hour; listed rates start at $1.90 per GPU-hour, depending on the GPU. Licensed software starts at $2,789 per GPU per year, invoiced monthly in arrears. Dedicated GPU VM orders have a $500 minimum and a three-month minimum term. Free Version Supported Free Trial 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 Supported In Person Supported
Company Information Baseten Founded: 2019 United States www.baseten.co	Company Information Confidential AI Founded: 2025 United States confidential.ai
Alternatives Modal Modal Labs	Alternatives NVIDIA Confidential Computing NVIDIA
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Runpod	Tinfoil
NetMind AI View All	Targon Manifold Labs View All
Categories AI Cloud Providers Supported AI Inference Supported AI Infrastructure Supported Cloud GPU Supported ML Model Deployment Supported	Categories AI Inference Supported Cloud GPU Supported Confidential AI Supported Virtual Machine Supported

Integrations DeepSeek R1 Supported DeepSeek-V3 Supported Llama 3.1 Supported Llama 3.2 Supported Llama 3.3 Supported Llama 4 Maverick Supported MARS6 Supported Mercury 3 Supported Mixedbread Supported Muse Spark Open Supported Nemotron 3.5 Bolt Supported Nomic Embed Supported OpenAI Not Supported OpenAI Whisper Supported Qwen3 Supported Stable Diffusion Supported Stable Diffusion XL (SDXL) Supported Tülu 3 Supported Vision Agents Supported ZenCtrl Supported Show More Integrations View All 23 Integrations	Integrations DeepSeek R1 Not Supported DeepSeek-V3 Not Supported Llama 3.1 Not Supported Llama 3.2 Not Supported Llama 3.3 Not Supported Llama 4 Maverick Not Supported MARS6 Not Supported Mercury 3 Not Supported Mixedbread Not Supported Muse Spark Open Not Supported Nemotron 3.5 Bolt Not Supported Nomic Embed Not Supported OpenAI Supported OpenAI Whisper 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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