{"id":269270,"date":"2026-04-16T12:35:41","date_gmt":"2026-04-16T12:35:41","guid":{"rendered":"https:\/\/www.bluehost.com\/blog\/?p=269270"},"modified":"2026-04-16T12:35:51","modified_gmt":"2026-04-16T12:35:51","slug":"vps-ai-llm-guide","status":"publish","type":"post","link":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/","title":{"rendered":"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\" id=\"h-key-highlights\">Key highlights<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learn how to configure a VPS for optimal AI inference and application deployment.<\/li>\n\n\n\n<li>Compare VPS, cloud and dedicated hosting environments for machine learning workloads.<\/li>\n\n\n\n<li>Understand the hardware requirements for running models like Llama 3 effectively.<\/li>\n\n\n\n<li>Explore practical steps for containerizing AI applications using Docker and Portainer.<\/li>\n\n\n\n<li>Discover how to balance cost and performance for bootstrapped AI startups.<\/li>\n<\/ul>\n\n\n\n<p>When founders start planning AI deployments, one question arises quickly: where should the application actually run? Cloud platforms provide scale and dedicated servers deliver raw power. Neither option always feels practical for teams trying to balance performance, flexibility and cost. A virtual private server offers an excellent middle ground.<\/p>\n\n\n\n<p>A VPS gives developers more control than shared environments and more predictable pricing than many cloud setups. These features make it an appealing option for running inference workloads and deploying pre-trained models. A virtual server will not replace heavy infrastructure for large-scale training. For many AI applications, a VPS offers the ideal mix of usability and efficiency. In this guide, we explore why a VPS is a strong fit for deploying your AI and LLM applications.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-are-founders-moving-ai-applications-to-a-vps\">Why are founders moving AI applications to a VPS?<\/h2>\n\n\n\n<p>Launching an AI product gets expensive quickly when cloud GPU costs start piling up. Unpredictable expenses make growth difficult for bootstrapped startups to manage. A VPS offers a more practical path by giving teams dedicated resources at a fixed monthly cost.<\/p>\n\n\n\n<p>Fixed pricing works well because not every AI application needs high-end hardware. Training large models from scratch still requires serious compute power. Conversely, many pre-trained models and lightweight fine-tuning tasks run easily on standard CPU-based VPS plans.<\/p>\n\n\n\n<p>With a VPS, developers get root access, stable performance and more control over their environment without the unpredictability of usage-based cloud billing. For lean teams, that balance of cost, control and consistency makes VPS hosting an appealing option.<\/p>\n\n\n\n<p>Let us examine how a VPS compares with cloud and dedicated hosting for AI deployments.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-does-a-vps-compare-to-cloud-and-dedicated-hosting-for-ai\">How does a VPS compare to cloud and dedicated hosting for AI?<\/h2>\n\n\n\n<p>Choosing the right hosting environment shapes both performance and budget. Cloud platforms offer flexibility and scale. Their pricing can become hard to predict. Dedicated servers deliver maximum power at a higher upfront cost. A VPS sits between the two options by offering a practical mix of cost, control and consistent performance.<\/p>\n\n\n\n<p>For technical founders, finding the middle ground matters. The right setup requires more than just compute power. Hosting choices also determine how sustainable your infrastructure remains as the product grows.<\/p>\n\n\n\n<p>Before comparing the details, it helps to look at the three hosting options side by side. Each one supports AI workloads differently. The right choice depends on how much control, scalability and cost predictability your team needs.<\/p>\n\n\n\n<figure class=\"wp-block-table has-fixed-layout\"><table class=\"has-fixed-layout\"><thead><tr><th>Hosting type<\/th><th>Best for<\/th><th>Cost structure<\/th><th>Control level<\/th><th>Scalability<\/th><\/tr><\/thead><tbody><tr><td>VPS<\/td><td>Inference, pre-trained models and lightweight fine-tuning<\/td><td>Fixed monthly pricing<\/td><td>High<\/td><td>Moderate<\/td><\/tr><tr><td>Cloud<\/td><td>Variable workloads, fast scaling and short-term experiments<\/td><td>Usage-based pricing<\/td><td>High<\/td><td>Very high<\/td><\/tr><tr><td>Dedicated server<\/td><td>Heavy workloads, large-scale training and maximum performance<\/td><td>Higher fixed cost<\/td><td>Very high<\/td><td>Low to moderate<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>The comparison makes one thing clear: there is no single best option for every AI workload. For founders who want predictable pricing, dedicated resources and enough flexibility to deploy and manage their stack, a VPS often stands out as the most practical choice.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-vps-vs-cloud-for-ai-applications\">VPS vs cloud for AI applications<\/h3>\n\n\n\n<p>Cloud hosting works well when you need rapid scaling. It often comes with usage-based charges for&nbsp;compute,&nbsp;storage&nbsp;and bandwidth. Variable billing makes costs unpredictable for startups watching their runway closely. A sudden jump in traffic or API usage can lead to a much larger bill than expected.&nbsp;<\/p>\n\n\n\n<p>A VPS offers more cost stability. Fixed monthly pricing helps founders know exactly what they are paying each month. A virtual server tends to be easier to&nbsp;manage for&nbsp;smaller AI deployments. Pairing your setup with managed VPS hosting reduces server maintenance work further.&nbsp;<\/p>\n\n\n\n<p><strong>Verdict:<\/strong>&nbsp;Choose VPS when you want predictable monthly costs and simpler management for small to mid-sized AI deployments. Choose cloud hosting when rapid scaling matters more than billing consistency.&nbsp;<\/p>\n\n\n\n<p><strong>Also read:<\/strong>&nbsp;<a href=\"https:\/\/www.bluehost.com\/blog\/cloud-hosting-vs-vps-hosting\/\" rel=\"noreferrer noopener\" target=\"_blank\">VPS vs Cloud Hosting 2026: Which One Boosts Website Growth?<\/a>&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-vps-vs-dedicated-servers-for-ai-workloads\">VPS vs dedicated servers for AI workloads\u00a0<\/h3>\n\n\n\n<ol class=\"wp-block-list\"><\/ol>\n\n\n\n<p>Dedicated servers serve workloads that need maximum power from a full physical machine. Bare metal environments fit projects involving training large models from scratch or running highly intensive tasks that need substantial compute resources.&nbsp;<\/p>\n\n\n\n<p>A VPS&nbsp;frequently&nbsp;serves as the better choice for leaner AI operations. Virtual servers handle pre-trained models, inference&nbsp;workloads&nbsp;and lightweight fine-tuning without the cost of dedicated hardware. They give teams the flexibility to launch quickly and test new features without&nbsp;overcommitting on&nbsp;infrastructure.&nbsp;<\/p>\n\n\n\n<p><strong>Verdict:<\/strong>&nbsp;Choose VPS for inference, pre-trained&nbsp;models&nbsp;and lightweight fine-tuning. Choose dedicated servers only when your AI workload needs full physical-machine performance for heavy training or compute-intensive tasks.&nbsp;<\/p>\n\n\n\n<p><strong>Also read<\/strong>:&nbsp;<a href=\"https:\/\/www.bluehost.com\/blog\/vps-vs-dedicated-server\/\" rel=\"noreferrer noopener\" target=\"_blank\">VPS vs Dedicated Server: Which Delivers Better Value?<\/a>&nbsp;<\/p>\n\n\n\n<p>Understanding these trade-offs makes choosing the right environment for your AI workload easier.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-hardware-resources-do-you-actually-need-for-llms\">What hardware resources do you actually need for LLMs?<\/h2>\n\n\n\n<p>AI applications push server hardware to its absolute limits. Processing queries requires moving massive amounts of data instantly. The two biggest bottlenecks for LLM performance are system memory and storage speed.<\/p>\n\n\n\n<p>Understanding memory and storage constraints prevents sluggish API response times. You can review VPS requirements for AI models to understand how hardware choices impact your specific application&#8217;s performance.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-evaluating-ram-and-cpu-requirements-for-inference\">Evaluating RAM and CPU requirements for inference<\/h3>\n\n\n\n<p>Founders frequently ask if 8GB of RAM can run Llama 3. The answer depends heavily on model quantization. Quantization compresses model weights to reduce the memory footprint significantly.<\/p>\n\n\n\n<p>A heavily quantized 8B parameter model can run on 8GB of RAM. Providing 16GB ensures smoother operation and prevents memory swapping.<\/p>\n\n\n\n<p>Standard CPUs handle inference for these compressed models efficiently. Choose your hosting plan based on your expected workload volume.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-the-role-of-nvme-storage-in-model-loading\">The role of NVMe storage in model loading<\/h3>\n\n\n\n<p>Loading massive tensor weights into system memory requires incredibly fast input and output speeds. Traditional SSDs cause frustrating delays during application startup. Sluggish load times hurt the user experience when your application cold-starts.<\/p>\n\n\n\n<p>NVMe storage solves the data transfer bottleneck. Modern storage connects directly via the PCIe interface for maximum throughput. Your models load into RAM exponentially faster with an NVMe drive.<\/p>\n\n\n\n<p>With the right hardware secured, it is time to build your environment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-do-you-deploy-and-optimize-ai-models-on-a-vps\">How do you deploy and optimize AI models on a VPS?<\/h2>\n\n\n\n<p>Turning a VPS into a working AI environment starts with the right setup. You need to provision the server, install the required software and configure the application so it handles inference smoothly. Full root access becomes essential because it gives you the freedom to install custom libraries, frameworks and dependencies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-choosing-the-right-operating-system-and-software-stack\">Choosing the right operating system and software stack<\/h3>\n\n\n\n<p>Your operating system acts as the base of your AI setup. Ubuntu and AlmaLinux provide strong options because they work well with popular machine learning frameworks like PyTorch and TensorFlow.<\/p>\n\n\n\n<p>Keeping your Python environment organized helps prevent unexpected errors. Using virtual environments isolates project dependencies and reduces the chance of software conflicts.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-managing-environments-with-docker-and-portainer\">Managing environments with Docker and Portainer<\/h3>\n\n\n\n<p>AI applications rely on multiple dependencies. Conflicts between these libraries cause runtime issues.\u00a0<a href=\"https:\/\/www.bluehost.com\/vps-hosting\/docker\" target=\"_blank\" rel=\"noreferrer noopener\">Docker<\/a>\u00a0helps\u00a0avoid errors by packaging your application and its environment into containers. Containerization ensures your application runs consistently across different setups.\u00a0<\/p>\n\n\n\n<p>Portainer&nbsp;makes the process easier if you manage multiple containers. The software gives you a visual dashboard where you can&nbsp;monitor,&nbsp;restart&nbsp;and manage containers without relying strictly on the command line.&nbsp;<\/p>\n\n\n\n<p><strong>Also read<\/strong>:&nbsp;<a href=\"https:\/\/www.bluehost.com\/help\/article\/bh-self-managed-how-to-install-portainer-template\" rel=\"noreferrer noopener\" target=\"_blank\">Bluehost Self-Managed VPS: How to Install Portainer<\/a>&nbsp;<\/p>\n\n\n\n<p>Partnering with a reliable hosting provider makes your server setup much easier to manage.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-choose-bluehost-for-ai-and-llm-apps\">Why choose Bluehost for AI and LLM apps?<\/h2>\n\n\n\n<p>Bluehost self-managed VPS is a strong fit for developers who want more control over how their AI applications run. Instead of working within the limits of a managed environment, you get the freedom to configure the server, install your preferred tools and build a stack that fits your workload. Highlights include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Full root access<\/strong>&nbsp;for custom Python environments,&nbsp;libraries&nbsp;and AI dependencies&nbsp;<\/li>\n\n\n\n<li><strong>Self-managed control<\/strong>&nbsp;for hands-on configuration,&nbsp;optimization&nbsp;and deployment&nbsp;<\/li>\n\n\n\n<li><strong>One-click installer options for applications<\/strong>&nbsp;like n8n,&nbsp;OpenClaw&nbsp;and more to simplify setup and speed up deployment&nbsp;<\/li>\n\n\n\n<li><strong>VPS plans starting at&nbsp;$2.64 per month<\/strong>&nbsp;for lightweight AI APIs&nbsp;<br><em>Note: Prices as of&nbsp;April,&nbsp;2026&nbsp;and&nbsp;are subject to change<\/em>&nbsp;<\/li>\n\n\n\n<li><strong>Unmetered bandwidth<\/strong>&nbsp;for steady application usage&nbsp;<\/li>\n\n\n\n<li><strong>Fast&nbsp;<\/strong><a href=\"https:\/\/www.bluehost.com\/blog\/updated-nvme-vps-dedicated-server-hosting\/\" rel=\"noreferrer noopener\" target=\"_blank\"><strong>NVMe&nbsp;storage<\/strong><\/a>&nbsp;for quicker model loading and better responsiveness&nbsp;<\/li>\n\n\n\n<li><strong>One&nbsp;click&nbsp;template&nbsp;for <\/strong>various applications&nbsp;like n8n &amp; <a href=\"https:\/\/www.bluehost.com\/vps-hosting\/openclaw\">OpenClaw<\/a><\/li>\n<\/ul>\n\n\n\n<p>A VPS setup works best for inference, pre-trained model deployment and lightweight fine-tuning. Dedicated GPU infrastructure provides the better option if your workload involves training massive foundation models from scratch.<\/p>\n\n\n\n<svg version=\"1.1\" viewBox=\"0 0 1001 300\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\"> \n<image height=\"300\" href=\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/03\/VPS-Hosting-1.png\" width=\"1001\" xlink:href=\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/03\/VPS-Hosting-1.png\"><\/image> <a href=\"https:\/\/www.bluehost.com\/vps-hosting\" xlink:href=\"https:\/\/www.bluehost.com\/vps-hosting\"> \n<rect fill=\"#fff\" height=\"63\" opacity=\"0\" width=\"173\" x=\"82\" y=\"201\"><\/rect> \n<\/a> \n<\/svg>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-final-thoughts\">Final thoughts<\/h2>\n\n\n\n<p>Infrastructure needs to do more than just work for founders building AI products. Your server environment needs to stay practical as the product evolves. A VPS offers excellent balance by giving you dedicated resources, more control over your environment and predictable costs. Predictable billing makes operations easier to manage in the early stages. For inference workloads, pre-trained models and lightweight fine-tuning, a VPS provides a smart foundation.<\/p>\n\n\n\n<p>The key involves starting with a setup that supports what you need today without limiting what comes next. With scalable plans, fast NVMe storage, full root access and the flexibility of a self-managed environment, Bluehost self-managed VPS gives developers the tools to build and deploy AI applications with more confidence.<\/p>\n\n\n\n<p>Explore <a href=\"https:\/\/www.bluehost.com\/vps-hosting\">Bluehost self-managed VPS<\/a> and choose a plan that gives your AI application the control, performance and room to grow it needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-faqs\">FAQs<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-17763422271430\"><strong class=\"schema-faq-question\"><strong>What is a VPS&nbsp;and&nbsp;why is it suitable for AI applications?&nbsp;<\/strong><\/strong> <p class=\"schema-faq-answer\">A\u00a0<a href=\"https:\/\/www.bluehost.com\/blog\/vps-hosting-guide\/\">VPS, or virtual private server,<\/a> gives you dedicated resources and greater control over your hosting environment. That makes it a strong\u00a0option\u00a0for AI applications that need stable performance, custom\u00a0dependencies\u00a0and\u00a0more flexibility than shared hosting can provide.\u00a0<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-17763422271431\"><strong class=\"schema-faq-question\"><strong>How do I choose the right VPS for AI workloads?&nbsp;<\/strong><\/strong> <p class=\"schema-faq-answer\">Start by looking at the basics: RAM, CPU&nbsp;performance&nbsp;and storage speed. Fast&nbsp;NVMe&nbsp;storage helps with quicker model loading, while enough RAM is important for running inference smoothly. Root access is also important if you need to install custom Python libraries,&nbsp;frameworks&nbsp;or&nbsp;container tools.&nbsp;<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776342742951\"><strong class=\"schema-faq-question\"><strong>What are the benefits of using VPS for LLM applications?<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">A VPS offers dedicated resources, predictable\u00a0pricing\u00a0and more control over your software stack. For smaller LLMs, inference workloads\u00a0and\u00a0pre-trained model deployments, that can make it a practical alternative to more expensive cloud environments.\u00a0<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776342755206\"><strong class=\"schema-faq-question\"><strong>Can I run AI models on a managed VPS?<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">Yes, but it depends on the level of access the provider allows. If your setup requires custom libraries,\u00a0frameworks\u00a0or\u00a0deployment tools, make sure the managed VPS includes enough control over the server environment.\u00a0<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1776342763823\"><strong class=\"schema-faq-question\"><strong>What does VPS hosting for AI applications typically cost?<\/strong>\u00a0<\/strong> <p class=\"schema-faq-answer\">Pricing depends on the resources you need. Lower-tier plans can work for lightweight inference tasks, while heavier workloads usually need more RAM, faster\u00a0storage\u00a0and\u00a0higher monthly plans. The right choice depends on the size of the model and the amount of traffic your application needs to handle.\u00a0For more details on pricing,\u00a0check\u00a0our\u00a0<a href=\"https:\/\/www.bluehost.com\/pricing\" target=\"_blank\" rel=\"noreferrer noopener\">pricing guide<\/a>\u00a0for\u00a0all Bluehost hosting plans.\u00a0\u00a0<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Deploy AI and LLM apps on a VPS with full control, predictable costs and optimized performance for scalable growth.<\/p>\n","protected":false},"author":150,"featured_media":240661,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_title":"How to Deploy AI on VPS: Cut Costs, Scale Fast","_yoast_wpseo_metadesc":"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.","inline_featured_image":false,"footnotes":""},"categories":[381,2231,3048],"tags":[3340,3343],"ppma_author":[941],"class_list":["post-269270","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hosting","category-uncategorized","category-vps-hosting","tag-tips-tricks","tag-tutorials"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.1 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>How to Deploy AI on VPS: Cut Costs, Scale Fast<\/title>\n<meta name=\"description\" content=\"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/posts\/269270\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders\" \/>\n<meta property=\"og:description\" content=\"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/\" \/>\n<meta property=\"og:site_name\" content=\"Bluehost Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/bluehost\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-16T12:35:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-16T12:35:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2024\/01\/wondersuite-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1199\" \/>\n\t<meta property=\"og:image:height\" content=\"618\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Anushree Burad\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bluehost\" \/>\n<meta name=\"twitter:site\" content=\"@bluehost\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Anushree Burad\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/\"},\"author\":{\"name\":\"Anushree Burad\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/#\/schema\/person\/13463c80fe27027f69f94806f019dee2\"},\"headline\":\"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders\",\"datePublished\":\"2026-04-16T12:35:41+00:00\",\"dateModified\":\"2026-04-16T12:35:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/\"},\"wordCount\":1933,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png\",\"keywords\":[\"Tips &amp; Tricks\",\"Tutorials\"],\"articleSection\":{\"0\":\"Hosting\",\"2\":\"VPS hosting\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#respond\"]}]},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/\",\"url\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/\",\"name\":\"How to Deploy AI on VPS: Cut Costs, Scale Fast\",\"isPartOf\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png\",\"datePublished\":\"2026-04-16T12:35:41+00:00\",\"dateModified\":\"2026-04-16T12:35:51+00:00\",\"description\":\"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271430\"},{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271431\"},{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342742951\"},{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342755206\"},{\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342763823\"}],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage\",\"url\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png\",\"contentUrl\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png\",\"width\":1200,\"height\":629},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.bluehost.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Hosting\",\"item\":\"https:\/\/www.bluehost.com\/blog\/category\/hosting\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/#website\",\"url\":\"https:\/\/www.bluehost.com\/blog\/\",\"name\":\"Bluehost\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.bluehost.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/#organization\",\"name\":\"Bluehost\",\"url\":\"https:\/\/www.bluehost.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2023\/08\/bluehost-logo.svg\",\"contentUrl\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2023\/08\/bluehost-logo.svg\",\"width\":136,\"height\":24,\"caption\":\"Bluehost\"},\"image\":{\"@id\":\"https:\/\/www.bluehost.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/bluehost\/\",\"https:\/\/x.com\/bluehost\",\"https:\/\/www.linkedin.com\/company\/bluehost-com\/\",\"https:\/\/www.youtube.com\/user\/bluehost\",\"https:\/\/en.wikipedia.org\/wiki\/Bluehost\"],\"description\":\"Bluehost is a leading web hosting provider empowering millions of websites worldwide. \\u2028Discover how Bluehost's expertise, reliability, and innovation can help you achieve your online goals.\",\"telephone\":\"+1-888-401-4678\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/#\/schema\/person\/13463c80fe27027f69f94806f019dee2\",\"name\":\"Anushree Burad\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/#\/schema\/person\/image\/d57094ea1388775dd3495b50451f4837\",\"url\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/08\/ANUSHREE_BURAD-1-1.jpg\",\"contentUrl\":\"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/08\/ANUSHREE_BURAD-1-1.jpg\",\"caption\":\"Anushree Burad\"},\"description\":\"Anushree is a SEO content writer at Bluehost. With 5 years of experience across different content verticals, she strives to create user friendly and solution driven content. Being a sports fanatic, she can be found scanning different sports content in her free time.\",\"url\":\"https:\/\/www.bluehost.com\/blog\/author\/anushree-burad\/\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271430\",\"position\":1,\"url\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271430\",\"name\":\"What is a VPS&nbsp;and&nbsp;why is it suitable for AI applications?&nbsp;\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"A\u00a0<a href=\\\"https:\/\/www.bluehost.com\/blog\/vps-hosting-guide\/\\\">VPS, or virtual private server,<\/a> gives you dedicated resources and greater control over your hosting environment. That makes it a strong\u00a0option\u00a0for AI applications that need stable performance, custom\u00a0dependencies\u00a0and\u00a0more flexibility than shared hosting can provide.\u00a0\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271431\",\"position\":2,\"url\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271431\",\"name\":\"How do I choose the right VPS for AI workloads?&nbsp;\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Start by looking at the basics: RAM, CPU&nbsp;performance&nbsp;and storage speed. Fast&nbsp;NVMe&nbsp;storage helps with quicker model loading, while enough RAM is important for running inference smoothly. Root access is also important if you need to install custom Python libraries,&nbsp;frameworks&nbsp;or&nbsp;container tools.&nbsp;\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342742951\",\"position\":3,\"url\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342742951\",\"name\":\"What are the benefits of using VPS for LLM applications?\u00a0\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"A VPS offers dedicated resources, predictable\u00a0pricing\u00a0and more control over your software stack. For smaller LLMs, inference workloads\u00a0and\u00a0pre-trained model deployments, that can make it a practical alternative to more expensive cloud environments.\u00a0\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342755206\",\"position\":4,\"url\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342755206\",\"name\":\"Can I run AI models on a managed VPS?\u00a0\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, but it depends on the level of access the provider allows. If your setup requires custom libraries,\u00a0frameworks\u00a0or\u00a0deployment tools, make sure the managed VPS includes enough control over the server environment.\u00a0\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342763823\",\"position\":5,\"url\":\"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342763823\",\"name\":\"What does VPS hosting for AI applications typically cost?\u00a0\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Pricing depends on the resources you need. Lower-tier plans can work for lightweight inference tasks, while heavier workloads usually need more RAM, faster\u00a0storage\u00a0and\u00a0higher monthly plans. The right choice depends on the size of the model and the amount of traffic your application needs to handle.\u00a0For more details on pricing,\u00a0check\u00a0our\u00a0<a href=\\\"https:\/\/www.bluehost.com\/pricing\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">pricing guide<\/a>\u00a0for\u00a0all Bluehost hosting plans.\u00a0\u00a0\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How to Deploy AI on VPS: Cut Costs, Scale Fast","description":"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/posts\/269270\/","og_locale":"en_US","og_type":"article","og_title":"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders","og_description":"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.","og_url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/","og_site_name":"Bluehost Blog","article_publisher":"https:\/\/www.facebook.com\/bluehost\/","article_published_time":"2026-04-16T12:35:41+00:00","article_modified_time":"2026-04-16T12:35:51+00:00","og_image":[{"width":1199,"height":618,"url":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2024\/01\/wondersuite-1.png","type":"image\/png"}],"author":"Anushree Burad","twitter_card":"summary_large_image","twitter_creator":"@bluehost","twitter_site":"@bluehost","twitter_misc":{"Written by":"Anushree Burad","Est. reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#article","isPartOf":{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/"},"author":{"name":"Anushree Burad","@id":"https:\/\/www.bluehost.com\/blog\/#\/schema\/person\/13463c80fe27027f69f94806f019dee2"},"headline":"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders","datePublished":"2026-04-16T12:35:41+00:00","dateModified":"2026-04-16T12:35:51+00:00","mainEntityOfPage":{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/"},"wordCount":1933,"commentCount":0,"publisher":{"@id":"https:\/\/www.bluehost.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png","keywords":["Tips &amp; Tricks","Tutorials"],"articleSection":{"0":"Hosting","2":"VPS hosting"},"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#respond"]}]},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/","url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/","name":"How to Deploy AI on VPS: Cut Costs, Scale Fast","isPartOf":{"@id":"https:\/\/www.bluehost.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage"},"image":{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage"},"thumbnailUrl":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png","datePublished":"2026-04-16T12:35:41+00:00","dateModified":"2026-04-16T12:35:51+00:00","description":"How to deploy AI on VPS the right way: avoid costly mistakes, choose the best infrastructure and confidently launch LLM apps built to scale.","breadcrumb":{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271430"},{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271431"},{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342742951"},{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342755206"},{"@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342763823"}],"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#primaryimage","url":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png","contentUrl":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/09\/default-bh.png","width":1200,"height":629},{"@type":"BreadcrumbList","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.bluehost.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Hosting","item":"https:\/\/www.bluehost.com\/blog\/category\/hosting\/"},{"@type":"ListItem","position":3,"name":"Deploying AI and LLM Applications on a VPS: A Practical Guide for Founders"}]},{"@type":"WebSite","@id":"https:\/\/www.bluehost.com\/blog\/#website","url":"https:\/\/www.bluehost.com\/blog\/","name":"Bluehost","description":"","publisher":{"@id":"https:\/\/www.bluehost.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.bluehost.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.bluehost.com\/blog\/#organization","name":"Bluehost","url":"https:\/\/www.bluehost.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.bluehost.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2023\/08\/bluehost-logo.svg","contentUrl":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2023\/08\/bluehost-logo.svg","width":136,"height":24,"caption":"Bluehost"},"image":{"@id":"https:\/\/www.bluehost.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/bluehost\/","https:\/\/x.com\/bluehost","https:\/\/www.linkedin.com\/company\/bluehost-com\/","https:\/\/www.youtube.com\/user\/bluehost","https:\/\/en.wikipedia.org\/wiki\/Bluehost"],"description":"Bluehost is a leading web hosting provider empowering millions of websites worldwide. \u2028Discover how Bluehost's expertise, reliability, and innovation can help you achieve your online goals.","telephone":"+1-888-401-4678"},{"@type":"Person","@id":"https:\/\/www.bluehost.com\/blog\/#\/schema\/person\/13463c80fe27027f69f94806f019dee2","name":"Anushree Burad","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.bluehost.com\/blog\/#\/schema\/person\/image\/d57094ea1388775dd3495b50451f4837","url":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/08\/ANUSHREE_BURAD-1-1.jpg","contentUrl":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/08\/ANUSHREE_BURAD-1-1.jpg","caption":"Anushree Burad"},"description":"Anushree is a SEO content writer at Bluehost. With 5 years of experience across different content verticals, she strives to create user friendly and solution driven content. Being a sports fanatic, she can be found scanning different sports content in her free time.","url":"https:\/\/www.bluehost.com\/blog\/author\/anushree-burad\/"},{"@type":"Question","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271430","position":1,"url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271430","name":"What is a VPS&nbsp;and&nbsp;why is it suitable for AI applications?&nbsp;","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"A\u00a0<a href=\"https:\/\/www.bluehost.com\/blog\/vps-hosting-guide\/\">VPS, or virtual private server,<\/a> gives you dedicated resources and greater control over your hosting environment. That makes it a strong\u00a0option\u00a0for AI applications that need stable performance, custom\u00a0dependencies\u00a0and\u00a0more flexibility than shared hosting can provide.\u00a0","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271431","position":2,"url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-17763422271431","name":"How do I choose the right VPS for AI workloads?&nbsp;","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Start by looking at the basics: RAM, CPU&nbsp;performance&nbsp;and storage speed. Fast&nbsp;NVMe&nbsp;storage helps with quicker model loading, while enough RAM is important for running inference smoothly. Root access is also important if you need to install custom Python libraries,&nbsp;frameworks&nbsp;or&nbsp;container tools.&nbsp;","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342742951","position":3,"url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342742951","name":"What are the benefits of using VPS for LLM applications?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"A VPS offers dedicated resources, predictable\u00a0pricing\u00a0and more control over your software stack. For smaller LLMs, inference workloads\u00a0and\u00a0pre-trained model deployments, that can make it a practical alternative to more expensive cloud environments.\u00a0","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342755206","position":4,"url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342755206","name":"Can I run AI models on a managed VPS?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, but it depends on the level of access the provider allows. If your setup requires custom libraries,\u00a0frameworks\u00a0or\u00a0deployment tools, make sure the managed VPS includes enough control over the server environment.\u00a0","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342763823","position":5,"url":"https:\/\/www.bluehost.com\/blog\/vps-ai-llm-guide\/#faq-question-1776342763823","name":"What does VPS hosting for AI applications typically cost?\u00a0","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Pricing depends on the resources you need. Lower-tier plans can work for lightweight inference tasks, while heavier workloads usually need more RAM, faster\u00a0storage\u00a0and\u00a0higher monthly plans. The right choice depends on the size of the model and the amount of traffic your application needs to handle.\u00a0For more details on pricing,\u00a0check\u00a0our\u00a0<a href=\"https:\/\/www.bluehost.com\/pricing\" target=\"_blank\" rel=\"noreferrer noopener\">pricing guide<\/a>\u00a0for\u00a0all Bluehost hosting plans.\u00a0\u00a0","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"authors":[{"term_id":941,"user_id":150,"is_guest":0,"slug":"anushree-burad","display_name":"Anushree Burad","avatar_url":{"url":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/08\/ANUSHREE_BURAD-1-1.jpg","url2x":"https:\/\/www.bluehost.com\/blog\/wp-content\/uploads\/2025\/08\/ANUSHREE_BURAD-1-1.jpg"},"0":null,"1":"","2":"","3":"","4":"","5":"","6":"","7":"","8":"","9":"","10":"","11":"","12":"","13":"","14":"","15":""}],"_links":{"self":[{"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/posts\/269270","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/users\/150"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/comments?post=269270"}],"version-history":[{"count":1,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/posts\/269270\/revisions"}],"predecessor-version":[{"id":269272,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/posts\/269270\/revisions\/269272"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/media\/240661"}],"wp:attachment":[{"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/media?parent=269270"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/categories?post=269270"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/tags?post=269270"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.bluehost.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=269270"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}