Confidential AI vs. Lium Comparison


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		Related Products Compute with Hivenet Hivenet Compute gives you on-demand RTX 5090 and RTX Pro 6000 GPUs, plus vCPU instances, billed per second while they run. Hivenet owns and operates the infrastructure, with data centres in France, the UAE and the US, so EU teams can keep workloads and data in Europe. Use it for training and fine-tuning, inference, notebooks, rendering and batch jobs. Launch from ready-made templates in a few minutes, or automate everything through the public Compute API. If you'd rather not run the serving layer yourself, the Inference API gives you an OpenAI-compatible endpoint. Teams get organisations with role-based access, prepaid credits, and S3-compatible object storage alongside hivenet compute. 4 Ratings Visit Website Runpod Runpod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. 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With high-performance networking, resource isolation, and global connectivity, Servers.com enables organizations to support mission-critical applications and demanding workloads. 15 Ratings Visit Website CapLinked When sensitive documents decide the pace of a deal, CapLinked gives teams a secure virtual data room built to keep diligence moving. The platform helps organizations share confidential files, manage buyer and investor review, support M&A, raise capital, handle asset sales, complete audits, and coordinate licensing workflows without relying on scattered email threads or basic file storage. Teams can organize documents in guided workspaces, invite internal and external users, set permission based access, apply watermarking and digital rights management, search with OCR, manage Q&A, track activity, and monitor critical file activity. CapLinked also offers Team and Enterprise plans, integrations with Salesforce, Dropbox, Box, OneDrive, and Google Drive, API options, concierge support, and training resources. For companies that need a faster, safer, and more professional way to run confidential transactions, CapLinked delivers on its promise as The Deal Room That Works. Visit caplinked.com. 248 Ratings Visit Website Secure Eraser What is deleted from the hard drive is far from gone. As long as the data is not overwritten, anyone can make it visible again at any time. This is particularly problematic when a computer is resold or given away. Secure Eraser utilizes recognized methods for data deletion and overwrites confidential information so securely that it cannot be restored even with specialized software. 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Use Google's core infrastructure, data analytics & machine learning. Secure and fully featured for all enterprises. Tap into big data to find answers faster and build better products. Grow from prototype to production to planet-scale, without having to think about capacity, reliability or performance. From virtual machines with proven price/performance advantages to a fully managed app development platform. Scalable, resilient, high performance object storage and databases for your applications. State-of-the-art software-defined networking products on Google’s private fiber network. Fully managed data warehousing, batch and stream processing, data exploration, Hadoop/Spark, and messaging. 61,066 Ratings Visit Website LM-Kit.NET LM-Kit.NET is a complete local AI runtime for .NET that lets engineering teams ship AI-powered features without cloud dependencies, per-token costs, or data leaving the network. Most .NET AI integrations stop at inference. 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About Confidential AI provides private inference, private agents, confidential VMs 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 Agent-first GPU cloud. Rent NVIDIA GPUs via web, CLI, SDK, or API. Providers earn 95% rental revenue + bonuses. lium.io connects developers, research teams and AI agents with independent GPU providers. Rent a single GPU or a full 8-GPU node for training, fine-tuning, inference and batch jobs, with SSH and Jupyter access. Deploy through the web, CLI, Python SDK, API or MCP integration. Billing is per second, with usage-based marketplace prices and no minimum commitment. View live rates and availability on the live pricing page; prices change with supply. Choose Secure or Spot GPU capacity to fit your workload. New accounts can receive $5 of credit after passing signup checks. Have idle GPUs? Set your own rental prices and list capacity in the provider portal. Documentation and developer guides are available.
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 ML engineers, AI researchers, startups and AI agents renting NVIDIA GPUs on demand; GPU providers monetizing idle capacity.
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 No images available
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. 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 Version Not Supported Free Trial Supported	Pricing $0.40 per GPU per hour Usage-based marketplace pricing, billed per second. Providers set their own GPU-hour rates, which vary with supply. Check the live pricing page for current rates and availability. No minimum commitment. New accounts can receive $5 of credit after passing signup checks. Free Version Not 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 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros Absolute best Customer service, Quick backstory, i rented a 8x 5090 node, and 1 of the 8 GPUs were faulty, I sent support the problem with proof, they verified it, and then credited that GPU's share back into my Account. Then, I rented another node, that node went corrupt mid way, loosing access to it's RCP, My credits were refunded before I even got to know the node is broken The prices are the absolute lowest, I havent seen prices this low with such good customer support anywhere else. Cons There is nothing to criticize about, The Nodes are scanned before listing, we get exactly whats advertised, prices are the lowest in the market(verified GPU nodes, Vast.ai doesnt verify the nodes).
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 lium.io lium.io
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Categories AI Inference Supported Cloud GPU Supported Confidential AI Supported Virtual Machine Supported	Categories Cloud GPU Supported

Integrations OpenAI Supported View All 1 Integration	Integrations OpenAI Not Supported
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