Confidential AI vs. EmpirioLabs AI Comparison


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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.	About EmpirioLabs AI is specialized AI model hosting for open, proprietary, and custom stacks. We run open-source models on GPU infrastructure we manage, serve optimized endpoints for proprietary models, and help teams deploy their own models to real users. The catalog spans text, image, video, audio, transcription, embedding, reranking, research, and 3D models, with a browser playground, GPU Cloud instances, and hosted AI agents. It comes with live per-model pricing, a REST API, a remote MCP server for Claude, ChatGPT, and code editors, and integrations for LangChain, LiteLLM, Dify, n8n, and VS Code. New models and features are available as they launch.
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	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
Audience AI labs, inference providers, routers and regulated companies.	Audience Developers and technical teams building products on open, proprietary, and custom AI models.
Support Phone Support Not 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 Supported
Screenshots and Videos No images available	Screenshots and Videos View more images or videos
Pricing $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. Free Version Supported Free Trial Supported	Pricing $19.90/month Pay-as-you-go charges vary by model and usage unit; no subscription is required, and some models are free. Optional monthly plans are Lite at $19.90/month, Pro at $49.90/month, and Max at $199.90/month, each with weekly usage allowances. 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 Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Confidential AI Founded: 2025 United States confidential.ai	Company Information EmpirioLabs AI United States empiriolabs.ai
Alternatives NVIDIA Confidential Computing NVIDIA	Alternatives No Alternatives
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Categories AI Inference Supported Cloud GPU Supported Confidential AI Supported Virtual Machine Supported	Categories AI Inference Supported

Integrations ChatGPT Not Supported Claude Desktop Not Supported Dify Not Supported Haystack Not Supported Hermes Agent Not Supported LangChain Not Supported Langflow Not Supported LiteLLM Not Supported Mastra AI Not Supported Model Context Protocol (MCP) Not Supported Open WebUI Not Supported OpenAI Supported OpenClaw Not Supported OpenCode Not Supported Poe Not Supported Postman Not Supported Strands Agents Not Supported Vercel Not Supported Zapier Not Supported n8n Not Supported Show More Integrations View All 1 Integration	Integrations ChatGPT Supported Claude Desktop Supported Dify Supported Haystack Supported Hermes Agent Supported LangChain Supported Langflow Supported LiteLLM Supported Mastra AI Supported Model Context Protocol (MCP) Supported Open WebUI Supported OpenAI Not Supported OpenClaw Supported OpenCode Supported Poe Supported Postman Supported Strands Agents Supported Vercel Supported Zapier Supported n8n Supported Show More Integrations View All 23 Integrations
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