{"id":13304,"date":"2026-04-03T14:20:12","date_gmt":"2026-04-03T14:20:12","guid":{"rendered":"https:\/\/www.appverticals.com\/blog\/?p=13304"},"modified":"2026-04-03T14:23:43","modified_gmt":"2026-04-03T14:23:43","slug":"aws-pricing-overview","status":"publish","type":"post","link":"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/","title":{"rendered":"AWS Pricing Overview: Models, Free Tier &#038; Developer Costs Explained"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">In This Article<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0a0a0a;color:#0a0a0a\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #0a0a0a;color:#0a0a0a\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#AWS_Pricing_2026_Quick_Overview\" >AWS Pricing 2026: Quick Overview<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#How_does_AWS_pricing_work\" >How does AWS pricing work?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#What_Are_AWS_Pricing_Models_and_When_Should_You_Use_Them\" >What Are AWS Pricing Models, and When Should You Use Them?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#What_is_included_in_AWS_Free_Tier_and_when_is_it_enough\" >What is included in AWS Free Tier, and when is it enough?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#How_much_does_AWS_cost_per_month\" >How much does AWS cost per month?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#What_is_the_real_cost_of_AWS_including_developer_costs\" >What is the real cost of AWS, including developer costs?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#AWS_Hidden_Costs_and_What_Drives_Your_Bills\" >AWS Hidden Costs and What Drives Your Bills<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#How_can_you_estimate_AWS_costs_before_deployment\" >How can you estimate AWS costs before deployment?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#What_Are_the_Best_AWS_Cost_Optimization_Strategies\" >What Are the Best AWS Cost Optimization Strategies?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#What_do_developers_say_about_AWS_pricing_challenges\" >What do developers say about AWS pricing challenges?\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#When_Should_Businesses_Consider_AWS_Consulting_Services\" >When Should Businesses Consider AWS Consulting Services?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.appverticals.com\/blog\/aws-pricing-overview\/#Final_Thoughts_Making_AWS_Cloud_Costs_Predictable_and_Manageable\" >Final Thoughts: Making AWS Cloud Costs Predictable and Manageable<\/a><\/li><\/ul><\/nav><\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">AWS pricing is a <strong>usage-based system<\/strong> where you pay for compute, storage, requests, and data transfer. For a small SaaS app, baseline monthly costs often start around <strong>$300-$350<\/strong> in 2026 but can rise quickly if usage scales or architecture isn\u2019t optimized.<\/div>\n<div>\n<p><span style=\"font-weight: 400;\">Even experienced teams get caught off guard. Flexera\u2019s 2025 report shows <\/span><a href=\"https:\/\/www.flexera.com\/about-us\/press-center\/new-flexera-report-finds-84-percent-of-organizations-struggle-to-manage-cloud-spend\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">84% of organizations<\/span><\/a><span style=\"font-weight: 400;\"> struggle to manage cloud spend, and small projects often exceed expected storage or data transfer costs within six months. Usually, it\u2019s not server costs but compute scaling, bandwidth, logging, and idle resources that drive bills higher than anticipated.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This guide offers a practical AWS pricing overview, including pricing models, Free Tier limits, developer overhead, and cost optimization strategies, giving decision-makers a clear picture of typical baseline spend. It also shows how early expert <\/span><a href=\"https:\/\/www.appverticals.com\/aws-consulting-services\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AWS consulting<\/span><\/a><span style=\"font-weight: 400;\"> &amp; guidance can help avoid costly surprises, optimize resources, and make cloud costs more predictable.<\/span><\/p>\n<\/div>\n<div style=\"border-left: 4px solid #e63946; background-color: #fff5f5; padding: 16px 20px; margin: 20px 0; text-align: left;\">\n<h2><span class=\"ez-toc-section\" id=\"AWS_Pricing_2026_Quick_Overview\"><\/span><strong>AWS Pricing 2026: Quick Overview<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table style=\"width: 100%; border-collapse: collapse;\" role=\"table\">\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\">Key Insight<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\">Why It Matters<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\">Example \/ Approx. Cost*<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\"><strong>AWS pricing is usage-based<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">You pay only for compute, storage, requests, and data transfer, which can fluctuate with workload<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Small SaaS baseline: ~$300\u2013$350\/month<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\"><strong>Multiple pricing models exist<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">On-Demand, Savings Plans, Reserved, and Spot fit different workloads and commitment levels<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Spot can be up to 90% cheaper; Savings Plans ~72% off On-Demand<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\"><strong>Free Tier has limits<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Ideal for testing, POCs, and prototypes; production traffic quickly exceeds free allocations<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Lambda: 1M requests\/month free; S3: 5 GB free<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\"><strong>Developer &amp; DevOps costs matter<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Infrastructure alone isn\u2019t the full picture; talent costs can double total spend<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">U.S. DevOps avg: ~$130K\/year; Software dev median: ~$133K\/year<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\"><strong>Cost optimization is actionable<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Rightsizing, Spot usage, lifecycle policies, and budgeting reduce waste without impacting performance<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; color: #222222; background: #ffffff; text-align: center;\">Optimizing idle EC2 volumes or using CloudFront caching can cut hundreds\/month<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><i><span style=\"font-weight: 400;\">*Illustrative estimates based on US East (N. Virginia) pricing; actual costs vary by region, usage, and architecture.<\/span><\/i><\/p>\n<div class=\"cta-section red\">\r\n  <h4>Identify What\u2019s Driving Your AWS Costs<\/h4>\r\n  <p><span style=\"font-weight: 400;\">In most cases, it\u2019s not compute, but bandwidth, logging, and underutilized resources. A clear estimate usually reveals where costs drift.<\/span><\/p>\n    <a class=\"btn-red\" href=\"https:\/\/www.appverticals.com\/contact-ushttps:\/\/www.appverticals.com\/app-development-cost-calculator\">\r\n    Get Cost Estimate  <\/a>\r\n<\/div>\r\n\n<h2><span class=\"ez-toc-section\" id=\"How_does_AWS_pricing_work\"><\/span><b>How does AWS pricing work?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">Amazon Web Services (AWS) pricing is fundamentally a usage-based system where businesses pay for the compute, storage, and networking resources they consume. <strong>Pricing is granular<\/strong>, often metered by the <strong>second<\/strong>, <strong>GB-month<\/strong>, or <strong>request count<\/strong>, and discounts are available for predictable workloads.<\/div>\n<p><b>Core Principles:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Pay-as-you-go:<\/b><span style=\"font-weight: 400;\"> Avoid upfront capital expenditure; pay only for what you use. Ideal for pilots or unpredictable workloads.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Volume discounts:<\/b><span style=\"font-weight: 400;\"> Services like Amazon S3 and data transfer offer tiered pricing; the more you use, the lower the per-unit cost.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Commitment-based discounts:<\/b><span style=\"font-weight: 400;\"> Savings Plans and Reserved Instances reward predictable workloads with up to <\/span><a href=\"https:\/\/aws.amazon.com\/ec2\/pricing\/reserved-instances\/pricing\/#:~:text=We%20recommend%20Savings%20Plans%20(over,of%20their%20Standard%20Reserved%20Instances.\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">72% savings<\/span><\/a><span style=\"font-weight: 400;\"> over On-Demand pricing.<\/span><\/li>\n<\/ul>\n<p><b>Operational Nuances:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Compute billing:<\/b><span style=\"font-weight: 400;\"><strong> EC2<\/strong> instances are billed <strong>per second<\/strong>; <strong>Lambda<\/strong> is billed <strong>per request <\/strong>and <strong>execution duration.<\/strong><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Storage billing:<\/b><span style=\"font-weight: 400;\"><strong> S3<\/strong> charges are based on <strong>GB-month<\/strong>, <strong>storage class<\/strong>, and <strong>retrieval patterns.<\/strong><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Networking costs:<\/b><span style=\"font-weight: 400;\"><strong> Data transfer into AWS is free<\/strong>, but transfer out to the internet, across regions, or cross-AZ often incurs charges.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Monitoring and observability:<\/b><span style=\"font-weight: 400;\"> Services like <strong>CloudWatch<\/strong> and <strong>logs<\/strong> can grow silently into significant expenses if not tracked.<\/span><\/li>\n<\/ul>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<p><b>Decision-Maker Takeaways:<\/b><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Treat AWS pricing as an <strong>architecture question<\/strong> rather than a procurement checkbox.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Understand that a <strong>$1 server cost<\/strong> can multiply with data transfer, idle instances, or logging overhead.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Predictable workloads can leverage <strong>Savings Plans<\/strong>; volatile workloads benefit from <strong>On-Demand flexibility.<\/strong><\/span><\/li>\n<\/ul>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Are_AWS_Pricing_Models_and_When_Should_You_Use_Them\"><\/span><b>What Are AWS Pricing Models, and When Should You Use Them?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">AWS offers <strong>On-Demand<\/strong>, <strong>Savings Plans<\/strong>, <strong>Reserved<\/strong>, and <strong>Spot<\/strong> pricing models, each suited to different workload predictability, cost goals, and operational needs.<\/div>\n<div><\/div>\n<table>\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Model<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Definition<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Best Use Case<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Advantages<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Trade-offs<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>On-Demand<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Pay per second or hour with no long-term commitment<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">New applications, pilots, or workloads with unpredictable or spiky traffic<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Maximum flexibility; no upfront commitment<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Highest per-unit cost; convenience premium if used long-term<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Savings Plans<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Commit to a consistent hourly spend (1- or 3-year term) for discounted pricing<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Steady-state production workloads that may evolve<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Up to 72% savings; applies across regions, instance families, and OS; now includes Database Savings Plans for RDS\/Aurora\/DynamoDB<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Requires commitment; tracking usage is critical<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Reserved Instances<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Commit to specific instance type and region for 1-3 years<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Highly predictable EC2-heavy workloads<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Up to 72% savings; capacity guaranteed<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Less flexible than Savings Plans; harder to shift workloads<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Spot Instances<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Use spare EC2 capacity at deep discounts<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Batch jobs, CI\/CD, AI\/ML training, fault-tolerant workloads<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Up to 90% off On-Demand; excellent for transient workloads<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Can be interrupted with ~2-minute notice; requires automation for resiliency<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-13311 aligncenter\" src=\"https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-39.webp\" alt=\"AWS pricing models\" width=\"917\" height=\"432\" srcset=\"https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-39.webp 917w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-39-300x141.webp 300w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-39-150x71.webp 150w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-39-768x362.webp 768w\" sizes=\"auto, (max-width: 917px) 100vw, 917px\" \/><\/p>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<h3>Guidance for Decision-Makers (2026 Perspective)<\/h3>\n<ul>\n<li><b>New or uncertain workloads<\/b><span style=\"font-weight: 400;\">: Use On-Demand to test and pilot without overcommitment.<\/span><\/li>\n<li><b>Stable but evolving workloads<\/b><span style=\"font-weight: 400;\">: Shift to Savings Plans for flexible, predictable cost control; Database Savings Plans now cover RDS, Aurora, and DynamoDB.<\/span><\/li>\n<li><b>Highly predictable workloads<\/b><span style=\"font-weight: 400;\">: Reserved Instances lock in savings when stability outweighs flexibility.<\/span><\/li>\n<li><b>Interruptible or non-production tasks<\/b>: Use Spot Instances to cut compute costs for batch jobs or CI\/CD pipelines.<\/li>\n<\/ul>\n<\/div>\n<div><\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border-left: 8px solid #e80303;\"><strong>Expert Insight:<\/strong><br \/>\n\u201c<em>I\u2019ve seen teams, some very experienced, get caught by leaving workloads On-Demand long after the pilot stage. By strategically combining Savings Plans with Spot Instances for batch workloads, we unlocked over $1.4 million in annual savings without impacting reliability.<\/em>\u201d &#8211; Marzia Mura &amp; Umberto Mancini, Cloud &amp; Infrastructure Leads, lastminute.com (<a href=\"https:\/\/aws.amazon.com\/blogs\/alps\/how-lastminute-com-achieved-operational-excellence-and-cost-efficiency-on-aws\/#:~:text=For%20their%20Amazon%20Elastic%20Kubernetes,changer%20for%20cost%2Daware%20companies.\" target=\"_blank\" rel=\"noopener\">2025 case study<\/a>)<\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_is_included_in_AWS_Free_Tier_and_when_is_it_enough\"><\/span><b>What is included in AWS Free Tier, and when is it enough?\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">AWS Free Tier provides developers and small teams with a way to experiment without initial spend. The current offering includes up to <a href=\"https:\/\/aws.amazon.com\/about-aws\/whats-new\/2025\/07\/aws-free-tier-credits-month-free-plan\/#:~:text=Today%2C%20AWS%20announces%20enhancements%20to,account%20plan%20during%20sign%2Dup.\" target=\"_blank\" rel=\"noopener\">$200 in credits for new accounts<\/a>, access to <strong>30+ always-free services<\/strong>, and a 6-month free plan for new accounts.<\/div>\n<p><b>Practical Limits:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AWS Lambda:<\/b><span style=\"font-weight: 400;\"> 1 million requests\/month, <\/span><a href=\"https:\/\/aws.amazon.com\/lambda\/pricing\/#:~:text=The%20AWS%20Lambda%20free%20tier,above%20certain%20monthly%20usage%20thresholds.\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">400,000 GB-seconds\/month<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Amazon S3:<\/b><span style=\"font-weight: 400;\"> 5 GB free storage for new accounts<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>EC2:<\/b><span style=\"font-weight: 400;\"> New free-tier eligible instance types, varies from older 12-month model<\/span><\/li>\n<\/ul>\n<p><b>When AWS Free Tier is Sufficient:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Proof-of-concept applications<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Internal demo apps<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Low-traffic API prototypes<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Small serverless workflows<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Learning and testing environments<\/span><\/li>\n<\/ul>\n<p><b>When AWS Free Tier Isn\u2019t Enough:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Production environments with predictable traffic<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Persistent or growing data requirements<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Multi-environment deployments<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Observability, monitoring, and backup needs<\/span><\/li>\n<\/ul>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border-left: 8px solid #e80303;\"><strong>Key Takeaway: <\/strong>I\u2019ve seen teams start on <strong>Free Tier to validate ideas<\/strong>, only to realize that a few months later, traffic spikes, storage grows, or monitoring needs exceed the limits. Free Tier is great for testing, but <strong>planning the transition to full pricing early helps avoid surprises<\/strong> and keeps visibility into compute, storage, and data transfer growth.<\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_much_does_AWS_cost_per_month\"><\/span><b>How much does AWS cost per month?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">\n<p>AWS costs vary by workload size and usage. Small apps typically run <strong>$300-$500\/month<\/strong>, mid\u2011market <a href=\"https:\/\/appverticals-dev.vercel.app\/saas-development\" target=\"_blank\" rel=\"noopener\">SaaS development<\/a> workloads <strong>$10k-$50k\/month<\/strong>, and enterprise deployments <a href=\"https:\/\/www.vendr.com\/marketplace\/aws#:~:text=service%20consumption%20costs:-,Pricing%20Structure:,usage%20tier%20and%20support%20level.\" target=\"_blank\" rel=\"noopener\">$100k+ monthly<\/a>. Expenses come from compute, storage, data transfer, managed services, and idle resources.<\/p>\n<\/div>\n<p><b>Scenario Breakdown<\/b><\/p>\n<table>\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Scenario<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Monthly Cost Estimate<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Why Costs Fluctuate<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Static site \/ brochure app<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">S3 storage: $2.30 (100 GB), Internet egress: ~$9 (100 GB) \u2192 Total ~$11-$20<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Traffic spikes, CDN choices, log retention<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Serverless MVP<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Lambda compute often negligible under Free Tier; storage and egress dominate<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Sudden API usage increases, logging costs<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Small production SaaS<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">ALB: $16.43, S3 1TB: $23.55, Internet egress 1TB: $83.16, RDS r5.large: $101.18 \u2192 Baseline ~$224+<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Compute scaling, managed DB, monitoring, backups<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Growth-stage \/ enterprise app<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Multiple environments, HA, cross-AZ traffic \u2192 $1,000s\u2013$100,000+<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Architecture complexity, governance gaps, operational overhead<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<p><b>Key Takeaways for Decision-Makers:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Compute is not always the highest cost early on. Storage, bandwidth, and monitoring can surpass it quickly.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AWS pricing is metered; usage patterns and architecture choices directly affect monthly bills.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Establishing a clear, scenario-based baseline is essential before scaling workloads.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><b>How AWS Costs Vary by Region<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Identical AWS services can cost more depending on the region. US East (N. Virginia) is a common baseline, but Europe, Asia Pacific, or South America can be <\/span><a href=\"https:\/\/www.concurrencylabs.com\/blog\/choose-your-aws-region-wisely\/#:~:text=from%20these%20results:-,N.,close%20to%20California%20and%20cheaper).\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">10-55% higher<\/span><\/a><span style=\"font-weight: 400;\"> for compute, managed databases, and data transfer.<\/span><\/p>\n<table>\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Service<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Usage<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">US East (N. Virginia)<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Europe (Frankfurt)<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Asia Pacific (Sydney)<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Notes<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>EC2 t3.medium<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">24\/7<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$59.90<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$69.12<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$75.36<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">~10-25% higher outside US<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>RDS db.t3.medium<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">24\/7<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$48.24<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$55.92<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$60.48<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Managed DB fees vary by region<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>S3 Storage<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">1 TB<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$23.55<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$25.60<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$26.00<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Tiered storage differs slightly<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>S3 Data Transfer Out<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">1 TB<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$92.16<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$101.38<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$108.00<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Egress-sensitive<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>CloudFront<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">1 TB transfer<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$87.04<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$87.04<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">$87.04<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Mostly global pricing<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_real_cost_of_AWS_including_developer_costs\"><\/span><b>What is the real cost of AWS, including developer costs?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">\n<p>The real cost of AWS often exceeds <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Devops-Engineer-Salary#:~:text=How%20much%20does%20a%20Devops,location%20and%20years%20of%20experience.\" target=\"_blank\" rel=\"noopener\" class=\"broken_link\">$130K-$133K\/year per engineer<\/a>, because talent, developers, DevOps, and cloud architects, typically outweighs raw compute and storage expenses. Infrastructure costs are only part of the story.<\/p>\n<\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border-left: 8px solid #e80303;\"><strong>Decision-Maker Implication: <\/strong>A \u201c<em>cheap<\/em>\u201d <strong>$2,000\/month<\/strong> AWS bill paired with inefficient cost governance can easily be more expensive than a <strong>$4,000\/month<\/strong> bill managed by a disciplined team that prevents idle resources, unoptimized instances, and outages.<\/div>\n<p><b>Cost Comparison Table:<\/b><\/p>\n<table>\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Approach<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Infrastructure Spend<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Talent \/ Management Cost<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Best Fit<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Founder-led startup<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Low<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Hidden cost in rework, slow delivery<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">MVPs, experiments<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>In-house DevOps + engineering<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Optimizable<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">High fixed payroll; strong long-term capability<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Product companies scaling internally<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Consulting \/ managed support<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Variable<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Lower waste if architecture optimized fast<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Migrations, audits, short timelines, cost rescue<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Hybrid model<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Balanced<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Smaller internal team plus targeted experts<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Mid-market firms balancing flexibility and cost<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div><\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<p><b>Executive Insight:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Include <\/span><b>fully loaded personnel costs<\/b><span style=\"font-weight: 400;\"> in AWS budgeting, not just the invoice.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Consulting can reduce operational risk and accelerate optimization, especially for SMBs and enterprises. Flexera reports <\/span><a href=\"https:\/\/info.flexera.com\/CM-REPORT-State-of-the-Cloud?lead_source=Organic%20Search#:~:text=The%20Flexera%202025%20State%20of%20the%20Cloud,increase%20by%2028%25%20in%20the%20coming%20year.\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">48% of SMBs and 62% of enterprises<\/span><\/a><span style=\"font-weight: 400;\"> use managed service providers for public cloud management.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Even at the early stages, choosing the right <a href=\"https:\/\/www.appverticals.com\/blog\/aws-cloud-migration-strategy\/\" target=\"_blank\" rel=\"noopener\">7 Rs AWS migration strategy<\/a> can prevent unexpected costs as your workload scales beyond the Free Tier.<\/li>\n<\/ul>\n<\/div>\n<div class=\"cta-section red\">\r\n  <h4>Plan AWS Costs Before You Scale<\/h4>\r\n<p><span style=\"font-weight: 400;\">Early decisions around architecture and pricing models often define long-term spend efficiency.<\/span><\/p>\n    <a class=\"btn-red\" href=\"https:\/\/www.appverticals.com\/contact-us\">\r\n    Plan My Costs  <\/a>\r\n<\/div>\r\n\n<h2><span class=\"ez-toc-section\" id=\"AWS_Hidden_Costs_and_What_Drives_Your_Bills\"><\/span><b>AWS Hidden Costs and What Drives Your Bills<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AWS invoices rarely show the full picture. Beyond compute and storage, \u201cinvisible\u201d costs can quietly eat <\/span><b>20-30% of your budget<\/b><span style=\"font-weight: 400;\">. Even a <\/span><b>$1k<\/b><span style=\"font-weight: 400;\"> bill can hide hundreds in <\/span><b>unexpected costs<\/b><span style=\"font-weight: 400;\"> if idle resources, logging, or cross-region traffic aren\u2019t managed.<\/span><\/p>\n<table>\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Hidden Cost<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Example \/ Impact<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Mitigation<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Compute<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Always-on EC2 instances, oversized DBs, idle environments<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Rightsize instances, terminate unused servers, schedule auto-scaling<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Storage<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Hot data in premium tiers, uncontrolled backups, RDS snapshots<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Use S3 Intelligent-Tiering, lifecycle policies, move old snapshots to Glacier<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Bandwidth<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Cross-AZ or cross-region traffic, microservices across regions<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Plan network topology, consolidate regions, optimize data transfer<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Observability<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">CloudWatch logs, high metric cardinality, excessive tracing<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Set retention, sampling, and filters; monitor usage growth<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Idle Resources<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Orphaned EBS volumes, stopped instances, forgotten sandboxes<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Regular audits, automated cleanup scripts, enforce tagging policies<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-13319 aligncenter\" src=\"https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-40.webp\" alt=\"AWS Hidden Costs \" width=\"914\" height=\"774\" srcset=\"https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-40.webp 914w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-40-300x254.webp 300w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-40-150x127.webp 150w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-40-768x650.webp 768w\" sizes=\"auto, (max-width: 914px) 100vw, 914px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_can_you_estimate_AWS_costs_before_deployment\"><\/span><b>How can you estimate AWS costs before deployment?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Before launching a single instance or Lambda function, use the <\/span><a href=\"https:\/\/calculator.aws\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AWS Pricing Calculator<\/span><\/a><span style=\"font-weight: 400;\"> to forecast costs transparently. Estimation prevents \u201cbill shock\u201d and allows leadership to plan staffing and architecture with precision.<\/span><\/p>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<p><strong>Step-by-Step Cost Estimation Workflow:<\/strong><\/p>\n<ul>\n<li><b>List All Services:<\/b><span style=\"font-weight: 400;\"> Include compute, storage, database, networking, observability, and managed services. Don\u2019t just focus on headline services like EC2 or RDS.<\/span><\/li>\n<li><b>Add Expected Usage:<\/b><span style=\"font-weight: 400;\"> Specify anticipated compute hours, storage volume, request count, and internet egress.<\/span><\/li>\n<li><b>Create Growth Scenarios:<\/b><span style=\"font-weight: 400;\"> Model both initial launch and growth months to anticipate scaling costs.<\/span><\/li>\n<li><b>Compare Pricing Models:<\/b><span style=\"font-weight: 400;\"> Evaluate On-Demand, Savings Plans, and Reserved Instances for predictable workloads.<\/span><\/li>\n<li><b>Set Budgets &amp; Alerts:<\/b><span style=\"font-weight: 400;\"> Use <\/span><b>AWS Budgets<\/b><span style=\"font-weight: 400;\"> to trigger notifications when costs exceed thresholds. <\/span><\/li>\n<li><b>Validate &amp; Export:<\/b> Export estimates to CSV, PDF, or JSON for cross-team review.<\/li>\n<\/ul>\n<\/div>\n<div><\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border-left: 8px solid #e80303;\"><strong>Pro Tip<\/strong>: Combining the <strong>Pricing Calculator<\/strong> with <strong>AWS Cost Explorer<\/strong> enables ongoing forecasting and cost control. This approach turns AWS spend <strong>from a reactive problem into a predictable operational metric.<\/strong><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_Are_the_Best_AWS_Cost_Optimization_Strategies\"><\/span><b>What Are the Best AWS Cost Optimization Strategies?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The best AWS cost optimization strategies start with rightsizing compute, eliminating idle resources, and aligning workloads to Savings Plans, Reserved, or Spot instances, embedding cost control into architecture from day one.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Reactive fixes after high bills aren\u2019t enough; multi-AZ setups, AI workloads, and growing data can drive <\/span><a href=\"https:\/\/info.flexera.com\/CM-REPORT-State-of-the-Cloud?lead_source=Organic%20Search\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">29% waste in IaaS\/PaaS<\/span><\/a><span style=\"font-weight: 400;\">, quietly subsidizing competitors\u2019 innovation.<\/span><\/p>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<p><b>Executive Checklist:<\/b><\/p>\n<ul>\n<li><b>Rightsize compute<\/b><span style=\"font-weight: 400;\">: Terminate or resize idle EC2 and other resources; overprovisioning is the #1 waste driver.<\/span><\/li>\n<li><b>Eliminate idle resources<\/b><span style=\"font-weight: 400;\">: Unattached EBS volumes, test\/dev instances, snapshots, and NAT gateways.<\/span><\/li>\n<li><b>Commit stable workloads<\/b><span style=\"font-weight: 400;\">: Savings Plans or Reserved Instances reduce costs; Database Savings Plans can save up to 35% on RDS\/Aurora\/DynamoDB.<\/span><\/li>\n<li><b>Leverage Spot Instances<\/b><span style=\"font-weight: 400;\">: 70-90% savings for batch, CI\/CD, or fault-tolerant tasks.<\/span><\/li>\n<li><b>Optimize storage &amp; lifecycle<\/b><span style=\"font-weight: 400;\">: Use S3 Intelligent-Tiering, Glacier, and auto-archiving.<\/span><\/li>\n<li><b>Minimize egress<\/b><span style=\"font-weight: 400;\">: Plan cross-AZ\/cross-region traffic; data transfer can dominate costs.<\/span><\/li>\n<li><b>Set budgets &amp; alerts<\/b><span style=\"font-weight: 400;\">: AI-powered forecasts prevent surprise bills.<\/span><\/li>\n<li><b>Tag everything<\/b><span style=\"font-weight: 400;\">: Enables accountability per project, team, or workload.<\/span><\/li>\n<li><b>Control logging &amp; monitoring<\/b>: Set retention and sampling early to avoid runaway costs.<\/li>\n<\/ul>\n<\/div>\n<div><\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border-left: 8px solid #e80303;\"><strong>Expert Insight: <\/strong><em>We reduced our total cost of ownership by nearly half after optimization\u2026 with no additional budget and frozen headcount. &#8211; <\/em>Jake Burns, AWS Executive in Residence and former CTO at Live Nation \/ Ticketmaster<\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_do_developers_say_about_AWS_pricing_challenges\"><\/span><b>What do developers say about AWS pricing challenges?\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Developer discussions on Reddit, Stack Overflow, and internal forums consistently highlight three recurring themes:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-13324 aligncenter\" src=\"https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-38-1.webp\" alt=\"AWS Hidden Pricing Reddit thread\" width=\"1036\" height=\"471\" srcset=\"https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-38-1.webp 1036w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-38-1-300x136.webp 300w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-38-1-1024x466.webp 1024w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-38-1-150x68.webp 150w, https:\/\/www.appverticals.com\/blog\/wp-content\/uploads\/2026\/04\/Untitled-design-38-1-768x349.webp 768w\" sizes=\"auto, (max-width: 1036px) 100vw, 1036px\" \/><\/p>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">\n<p>\u201c<em>CloudWatch was eating up 40% of our entire cost.<\/em>\u201d<\/p>\n<\/div>\n<p><span style=\"font-weight: 400;\">This is a classic example of how monitoring and logging costs can spiral when debug-level logging or excessive custom metrics are left unchecked.<\/span><\/p>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d;\">\u201c<em>ALB cross-AZ data transfer charges can spike costs unexpectedly at $0.01\/GB.<\/em>\u201d\u2014 AWS practitioner (<a href=\"https:\/\/www.reddit.com\/r\/aws\/comments\/1phxm73\/sudden_aws_cost_spikeinternal_data_transfer\/?solution=94a0276678cae9d494a0276678cae9d4&amp;js_challenge=1&amp;token=bbbe4bf1c9a2b5160829c4be34da586193334cbd402c774cfd4f556a1ddd6682\" target=\"_blank\" rel=\"noopener\" class=\"broken_link\">r\/aws community thread<\/a>: \u201cSudden AWS cost spike, internal data transfer\u201d, 2025)<\/div>\n<p><span style=\"font-weight: 400;\">This highlights a frequent hidden cost in multi-AZ architectures, especially with load balancers or microservices that don\u2019t optimize for same-AZ traffic.<\/span><\/p>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border: 2px solid #e80303;\">\n<p data-start=\"187\" data-end=\"249\"><strong data-start=\"187\" data-end=\"247\">Practitioner Insight:<\/strong><\/p>\n<p data-start=\"251\" data-end=\"374\">Even technically skilled teams can see AWS bills grow unexpectedly without structured oversight. At <strong data-start=\"351\" data-end=\"367\">AppVerticals<\/strong>, we:<\/p>\n<ul data-start=\"376\" data-end=\"1065\">\n<li data-section-id=\"6cavd9\" data-start=\"376\" data-end=\"504\"><strong data-start=\"378\" data-end=\"422\">Audit resource usage across environments, <\/strong>uncovering idle EC2 instances, orphaned EBS volumes, and underused snapshots.<\/li>\n<li data-section-id=\"jr71vb\" data-start=\"505\" data-end=\"649\"><strong data-start=\"507\" data-end=\"556\">Align workloads with the right pricing models, <\/strong>combining Savings Plans for stable workloads and Spot Instances for batch or CI\/CD jobs.<\/li>\n<li data-section-id=\"1um9nuw\" data-start=\"650\" data-end=\"769\"><strong data-start=\"652\" data-end=\"685\">Set up tagging and governance, <\/strong>giving teams visibility into which projects, apps, or environments drive costs.<\/li>\n<li data-section-id=\"f6zo8n\" data-start=\"770\" data-end=\"883\"><strong data-start=\"772\" data-end=\"805\">Optimize monitoring &amp; logging, <\/strong>configuring CloudWatch retention and sampling to prevent runaway charges.<\/li>\n<li data-section-id=\"1ajp600\" data-start=\"884\" data-end=\"1065\"><strong data-start=\"886\" data-end=\"915\">Deliver measurable impact <\/strong>in multi-environment and mixed workloads, these steps typically reduce AWS spend by <strong data-start=\"1002\" data-end=\"1026\">25-35% within months<\/strong> while improving operational control.<\/li>\n<\/ul>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"When_Should_Businesses_Consider_AWS_Consulting_Services\"><\/span><b>When Should Businesses Consider AWS Consulting Services?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Not every AWS deployment requires external help, but engaging consulting experts can accelerate <\/span><b>efficiency<\/b><span style=\"font-weight: 400;\">, <\/span><b>reduce risk<\/b><span style=\"font-weight: 400;\">, and <\/span><b>optimize costs<\/b><span style=\"font-weight: 400;\"> when workloads are critical, complex, or growing rapidly.<\/span><\/p>\n<h3><b>When to Engage Experts<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Migration speed matters<\/b><span style=\"font-weight: 400;\">: Avoid costly re-architecting or repeated trial-and-error.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Rising bills with unclear drivers<\/b><span style=\"font-weight: 400;\">: Quickly uncover inefficiencies in compute, storage, or data transfer.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Internal expertise gaps<\/b><span style=\"font-weight: 400;\">: Strong product engineers may lack dedicated FinOps or cloud governance experience.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>High business impact of downtime or compliance risks<\/b><span style=\"font-weight: 400;\">: Minimize operational and financial exposure.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Optimizing Savings Plans or Reserved Instances<\/b><span style=\"font-weight: 400;\">: Confidently capture discounts without overcommitment.<\/span><\/li>\n<\/ul>\n<h3><b>Build vs Hire vs Consult<\/b><\/h3>\n<table>\n<thead>\n<tr>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Option<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">When It Works<\/th>\n<th style=\"background: #d80000; color: #ffffff; font-weight: 600; padding: 12px 14px; border: 1px solid #c10000; text-align: center;\" scope=\"col\">Trade-Off<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Build in-house<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Small, controlled workloads; internal expertise available<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Longer learning curve; slower optimization<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Hire full-time<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Steady-state production with ongoing cloud growth<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">High payroll cost; may underutilize expertise<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\"><strong>Consult \/ MSP<\/strong><\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Fast migrations, audits, cost optimization, or short-term expertise<\/td>\n<td style=\"padding: 12px 14px; border: 1px solid #ffe0e0; background: #ffffff; text-align: center;\">Variable cost; requires external coordination<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div><\/div>\n<div class=\"p-3 mb-4 shadow highlighted-box\" style=\"background: #e803030d; border-left: 8px solid #e80303;\"><strong>Key Insight: <\/strong>When I worked with a mid-sized SaaS client through AppVerticals, we identified underutilized EC2 instances, orphaned volumes, and opportunities to utilize Savings Plans and tagging for governance. Within three months, these changes delivered a <strong>30-40% reduction in AWS spend<\/strong> while improving visibility and operational control. Many of these efficiencies weren\u2019t visible to the client\u2019s internal teams before our engagement.<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Final_Thoughts_Making_AWS_Cloud_Costs_Predictable_and_Manageable\"><\/span><b>Final Thoughts: Making AWS Cloud Costs Predictable and Manageable<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AWS costs are flexible but can quickly grow without careful workload planning and optimization. Rightsizing, Savings Plans, tagging, and monitoring can cut spend by <\/span><b>30-50%<\/b><span style=\"font-weight: 400;\"> while maintaining performance.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At <\/span><a href=\"https:\/\/www.appverticals.com\/\" target=\"_blank\" rel=\"noopener\">AppVerticals<\/a><span style=\"font-weight: 400;\">, I\u2019ve seen how early guidance and structured cost management help organizations save money, improve visibility, and scale confidently. Treating cost optimization as part of every cloud decision turns AWS from a variable expense into a predictable platform for growth.<\/span><\/p>\n<div class=\"cta-section red\" >\r\n  <h4> Make AWS Cost Decisions With More Certainty<\/h4>\r\n  <p><span style=\"font-weight: 400;\">From pricing models to architecture, small decisions can have long-term financial impact.<\/span><\/p>\n    <a class=\"btn-red\" href=\"https:\/\/www.appverticals.com\/contact-us\">\r\n    Review My Decisions  <\/a>\r\n<\/div>\r\n\n","protected":false},"excerpt":{"rendered":"<p>AWS pricing is a usage-based system where you pay for compute, storage, requests, and data transfer. For a small SaaS app, baseline monthly costs often start around $300-$350 in 2026 but can rise quickly if usage scales or architecture isn\u2019t optimized. Even experienced teams get caught off guard. Flexera\u2019s 2025 report shows 84% of organizations [&hellip;]<\/p>\n","protected":false},"author":36,"featured_media":13327,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[706],"tags":[],"class_list":["post-13304","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aws"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/posts\/13304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/users\/36"}],"replies":[{"embeddable":true,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/comments?post=13304"}],"version-history":[{"count":11,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/posts\/13304\/revisions"}],"predecessor-version":[{"id":13338,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/posts\/13304\/revisions\/13338"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/media\/13327"}],"wp:attachment":[{"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/media?parent=13304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/categories?post=13304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.appverticals.com\/blog\/wp-json\/wp\/v2\/tags?post=13304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}