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What is Confidential AI?

Confidential AI provides a secure infrastructure designed for private AI inference, agent environments, and confidential computing solutions specifically aimed at AI laboratories, inference service providers, routers, and organizations handling sensitive information. Its hosted inference service leverages open-weight models that run in hardware-backed trusted execution environments (TEEs), employing technologies like Intel TDX and AMD SEV-SNP confidential virtual machines, complemented by NVIDIA GPUs in a secure computing setup. This framework guarantees that prompts, responses, and workload details are protected from infrastructure operators, allowing clients to validate attestation before sharing sensitive data. Users can either implement an OpenAI-compatible API to create inference endpoints and manage agent workloads or obtain the confidential-computing stack for deployment on their own infrastructure, bare metal servers, or across leading cloud platforms. This service proves particularly advantageous in situations where model deployment requires restricting operator access to both prompts and model assets, as well as when handling sensitive AI tasks in a dedicated confidential computing environment. Furthermore, the focus on stringent security protocols cultivates trust in the management of sensitive information, empowering clients to drive innovation while maintaining privacy and confidentiality in their operations. Ultimately, this enables organizations to navigate the complexities of AI technology with greater confidence and security.

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

No images available

Media

Integrations Supported

OpenAI

Integrations Supported

DeepSeek-V3
LiteLLM
Llama 3.1
Llama 3.2
Llama 3.3
Llama 4 Maverick
Llama 4 Scout
MARS6
Mixedbread
Muse Spark Open
Nomic Embed
OpenAI Whisper
Orpheus TTS
Qwen3
Stable Diffusion
Stable Diffusion XL (SDXL)
Tülu 3
Vision Agents
ZenCtrl

API Availability

Has API

API Availability

Has API

Pricing Information

$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
Free Trial Offered?

Pricing Information

Free
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Confidential AI

Date Founded

2025

Company Location

United States

Company Website

confidential.ai

Company Facts

Organization Name

Baseten

Date Founded

2019

Company Location

United States

Company Website

www.baseten.co

Categories and Features

AI Inference

Not specified

Cloud GPU

Not specified

Confidential AI

Not specified

Virtual Machine

Not specified

Categories and Features

AI Cloud Providers

Not specified

AI Inference

Not specified

AI Infrastructure

Not specified

Cloud GPU

Not specified

ML Model Deployment

Not specified

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Popular Alternatives

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