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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 Cocoon?

Cocoon is a decentralized network dedicated to "confidential compute," enabling users to run AI tasks on a distributed GPU setup while ensuring their data remains private and secure. By harnessing the TON blockchain and collaborating with various GPU providers, it allows for the execution of AI workloads in encrypted environments, effectively preventing any single entity or node operator from accessing sensitive data, thus returning data and compute ownership to the users instead of centralized cloud providers. The tasks are executed for only as long as needed, and no leftover data is stored on centralized systems, which greatly improves privacy, security, and decentralization. Cocoon's architecture is strategically designed to disrupt the dominance of traditional big-tech cloud providers by offering a transparent, crypto-backed system that compensates resource contributors, typically in native tokens, while granting users powerful computing resources without sacrificing control. This pioneering method not only empowers individuals but also cultivates a fairer ecosystem within the AI and data management landscape, prompting a shift towards user-centric technology solutions. Ultimately, Cocoon exemplifies a movement towards greater autonomy and democratization in computing.

Media

No images available

Media

Integrations Supported

OpenAI

Integrations Supported

TON Wallet
Telegram

API Availability

Has API

API Availability

Pricing Information

$0.30 per 1M input tokens
Confidential Inference (OpenAI-compatible API, per 1M tokens):
DeepSeek V4.1 Flash (live): $0.30 input, $0.03 cached input, $1.20 output.
Kimi K3 (on request): $3.00 input, $0.30 cached input, $15.00 output.
GLM 5.3 (on request): $1.40 input, $0.26 cached input, $4.40 output.
Qwen3.8 27B (on request): $0.30 input, $0.03 cached input, $1.80 output.
DeepSeek V4 Flash is no longer offered; DeepSeek V4.1 Flash is the current live model.

Confidential GPU VMs (per GPU-hour, confidential computing mode):
NVIDIA B300: $7.50 (available).
NVIDIA B200: $6.50 (available).
NVIDIA H100: $3.25 (on request).
CPU VMs: $0.05 per core-hour plus $0.012 per GB-hour (AMD SEV-SNP and Intel TDX).

Licensed stack (per GPU per year): RTX PRO 6000 $2,789; H100 $3,876; H200 $4,974; B200 $7,625; B300 $9,884. CPU core license $48.85 per core per year. Standard support included; Enterprise support 25% of total license price.

Terms: minimum order $500. 50% on signed order, 50% on completion; monthly in arrears for longer engagements. USD by bank transfer (ACH or international wire). Card payments coming soon.
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

Cocoon

Company Location

United States

Company Website

cocoon.org

Categories and Features

AI Inference

Not specified

Cloud GPU

Not specified

Confidential AI

Not specified

Virtual Machine

Not specified

Categories and Features

Cloud GPU

Not specified

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