[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"categories":3,"category-devops-cloud":85,"category-devops-cloud-comparisons":86,"category-devops-cloud-lists":300,"category-devops-cloud-posts":344},[4,15,25,35,45,55,65,75],{"id":5,"documentId":6,"name":7,"slug":8,"shortName":9,"description":10,"icon":11,"createdAt":12,"updatedAt":12,"publishedAt":13,"seoTitle":14,"seoDescription":14},43,"d2n69w6u5jw2n9uxksqsks74","AI Chatbots & Assistants","ai-chatbots","AI Chatbots","Conversational AI assistants for reasoning, writing and everyday tasks.","Bot","2026-09-07T09:42:12.650Z","2026-09-07T09:42:12.677Z",null,{"id":16,"documentId":17,"name":18,"slug":19,"shortName":20,"description":21,"icon":22,"createdAt":23,"updatedAt":23,"publishedAt":24,"seoTitle":14,"seoDescription":14},45,"q3aub1u192qczyq8cyurhbau","AI Coding Tools","ai-coding","AI Coding","AI pair programmers, code completion and agentic coding tools.","Code","2026-09-07T09:42:12.712Z","2026-09-07T09:42:12.726Z",{"id":26,"documentId":27,"name":28,"slug":29,"shortName":30,"description":31,"icon":32,"createdAt":33,"updatedAt":33,"publishedAt":34,"seoTitle":14,"seoDescription":14},49,"kyxgrju9qcbsahxr6c3gy1rk","AI Dev Frameworks","ai-frameworks","AI Frameworks","Frameworks and tooling for building LLM-powered applications.","Blocks","2026-09-07T09:42:12.793Z","2026-09-07T09:42:12.817Z",{"id":36,"documentId":37,"name":38,"slug":39,"shortName":40,"description":41,"icon":42,"createdAt":43,"updatedAt":43,"publishedAt":44,"seoTitle":14,"seoDescription":14},47,"et5dhnhik9xxbypugwx4pfh5","AI Image & Video","ai-image-video","AI Image\u002FVideo","Generative models for images, art and video production.","Image","2026-09-07T09:42:12.751Z","2026-09-07T09:42:12.767Z",{"id":46,"documentId":47,"name":48,"slug":49,"shortName":50,"description":51,"icon":52,"createdAt":53,"updatedAt":53,"publishedAt":54,"seoTitle":14,"seoDescription":14},37,"cnjfk8r7abaq5mkotekzo8fz","Backend & Databases","backend-databases","Backend","Databases, APIs and data-layer architecture for server-side systems.","Database","2026-09-07T09:42:12.415Z","2026-09-07T09:42:12.474Z",{"id":56,"documentId":57,"name":58,"slug":59,"shortName":60,"description":61,"icon":62,"createdAt":63,"updatedAt":63,"publishedAt":64,"seoTitle":14,"seoDescription":14},39,"s4ujx5e37x7cla49kfbz9xnq","DevOps & Cloud","devops-cloud","DevOps","Containers, infrastructure and cloud platforms for shipping and running software.","Cloud","2026-09-07T09:42:12.508Z","2026-09-07T09:42:12.541Z",{"id":66,"documentId":67,"name":68,"slug":69,"shortName":70,"description":71,"icon":72,"createdAt":73,"updatedAt":73,"publishedAt":74,"seoTitle":14,"seoDescription":14},35,"zy2v9u5ac9aeyfl4q9mnsm1g","Frontend Frameworks","frontend","Frontend","UI frameworks, meta-frameworks, styling and state management for the browser.","LayoutTemplate","2026-09-07T09:42:12.327Z","2026-09-07T09:42:12.375Z",{"id":76,"documentId":77,"name":78,"slug":79,"shortName":80,"description":81,"icon":82,"createdAt":83,"updatedAt":83,"publishedAt":84,"seoTitle":14,"seoDescription":14},41,"kqqemwew4iwvgu0896gur8la","Programming Languages","languages","Languages","Systems and general-purpose languages compared for performance and ergonomics.","Terminal","2026-09-07T09:42:12.577Z","2026-09-07T09:42:12.595Z",{"id":56,"documentId":57,"name":58,"slug":59,"shortName":60,"description":61,"icon":62,"createdAt":63,"updatedAt":63,"publishedAt":64,"seoTitle":14,"seoDescription":14},[87,195],{"updated":88,"id":89,"documentId":90,"title":91,"slug":92,"dek":93,"featured":94,"verdict":95,"bestForA":96,"bestForB":97,"createdAt":98,"updatedAt":98,"publishedAt":99,"seoTitle":14,"seoDescription":14,"category":100,"tags":101,"features":108,"a":139,"b":167},"2026-08-01",51,"wgj9uidt86ttg1cuuq4q3qq8","AWS vs Google Cloud","aws-vs-google-cloud","The market leader versus the data-and-AI-forward challenger.",false,"AWS is still the safe default for breadth, maturity and enterprise support. Google Cloud is a strong, often cheaper choice for teams whose workloads are data- and AI-heavy, or who want the best managed Kubernetes experience.","Enterprises that need the broadest, most mature service catalog.","Data- and AI-heavy workloads, and teams that love GKE.","2026-09-07T09:42:15.321Z","2026-09-07T09:42:15.383Z",{"id":56,"documentId":57,"name":58,"slug":59,"shortName":60,"description":61,"icon":62,"createdAt":63,"updatedAt":63,"publishedAt":64,"seoTitle":14,"seoDescription":14},[102,105],{"id":103,"value":104},778,"cloud",{"id":106,"value":107},779,"infrastructure",[109,114,119,124,129,134],{"id":110,"label":111,"a":112,"b":113},307,"Market share","Largest","Third largest",{"id":115,"label":116,"a":117,"b":118},308,"Service breadth","Broadest","Narrower, focused",{"id":120,"label":121,"a":122,"b":123},309,"Kubernetes","EKS","GKE (widely considered best-in-class)",{"id":125,"label":126,"a":127,"b":128},310,"Data\u002Fanalytics","Redshift, Athena","BigQuery",{"id":130,"label":131,"a":132,"b":133},311,"AI\u002FML platform","Bedrock, SageMaker","Vertex AI",{"id":135,"label":136,"a":137,"b":138},312,"Best for","Enterprises needing every service","Data- and AI-heavy workloads",{"id":140,"name":141,"tagline":142,"score":143,"logo":14,"pros":144,"cons":157},101,"AWS","The largest, most complete cloud platform",9,[145,148,151,154],{"id":146,"value":147},780,"Broadest service catalog of any cloud provider",{"id":149,"value":150},781,"Largest talent pool and third-party tooling ecosystem",{"id":152,"value":153},782,"Mature enterprise support, compliance and regions",{"id":155,"value":156},783,"Deepest bench of managed services for almost anything",[158,161,164],{"id":159,"value":160},784,"Pricing and IAM complexity can overwhelm smaller teams",{"id":162,"value":163},785,"Console UX is dense compared to newer competitors",{"id":165,"value":166},786,"Easy to overprovision and rack up surprise costs",{"id":168,"name":169,"tagline":170,"score":171,"logo":14,"pros":172,"cons":185},102,"Google Cloud","Google’s cloud, strong in data and AI",8.5,[173,176,179,182],{"id":174,"value":175},787,"Excellent data\u002Fanalytics stack (BigQuery) and Kubernetes (GKE)",{"id":177,"value":178},788,"Strong first-party AI\u002FML tooling (Vertex AI)",{"id":180,"value":181},789,"Often simpler pricing and a cleaner console",{"id":183,"value":184},790,"Best-in-class global network performance",[186,189,192],{"id":187,"value":188},791,"Smaller service catalog than AWS or Azure",{"id":190,"value":191},792,"History of sunsetting products creates trust concerns",{"id":193,"value":194},793,"Smaller enterprise support ecosystem than AWS",{"updated":196,"id":26,"documentId":197,"title":198,"slug":199,"dek":200,"featured":94,"verdict":201,"bestForA":202,"bestForB":203,"createdAt":204,"updatedAt":204,"publishedAt":205,"seoTitle":14,"seoDescription":14,"category":206,"tags":207,"features":214,"a":244,"b":272},"2026-04-14","mztcem924hbovs2x2gqjr9bq","Docker vs Podman","docker-vs-podman","The default container runtime versus its daemonless, rootless challenger.","Docker remains the path of least resistance thanks to its ecosystem and universal familiarity. Podman is a compelling drop-in replacement when rootless security and avoiding a background daemon matter, especially on Linux servers and in regulated environments.","Teams wanting the broadest tooling support and least friction.","Security-focused teams that want rootless, daemonless containers.","2026-09-07T09:42:14.929Z","2026-09-07T09:42:14.970Z",{"id":56,"documentId":57,"name":58,"slug":59,"shortName":60,"description":61,"icon":62,"createdAt":63,"updatedAt":63,"publishedAt":64,"seoTitle":14,"seoDescription":14},[208,211],{"id":209,"value":210},746,"containers",{"id":212,"value":213},747,"devops",[215,220,225,230,235,240],{"id":216,"label":217,"a":218,"b":219},295,"Architecture","Client-server daemon","Daemonless",{"id":221,"label":222,"a":223,"b":224},296,"Root privileges","Often required","Rootless by default",{"id":226,"label":227,"a":228,"b":229},297,"CLI compatibility","Native","Docker-compatible CLI",{"id":231,"label":232,"a":233,"b":234},298,"Compose support","Native (Docker Compose)","Via podman-compose",{"id":236,"label":237,"a":238,"b":239},299,"Licensing","Desktop has paid tiers","Fully open source",{"id":241,"label":136,"a":242,"b":243},300,"Broad compatibility, teams","Security-conscious, rootless setups",{"id":245,"name":246,"tagline":247,"score":248,"logo":14,"pros":249,"cons":262},97,"Docker","The container platform that started it all",8.7,[250,253,256,259],{"id":251,"value":252},748,"Massive ecosystem — Docker Hub, Compose, Desktop",{"id":254,"value":255},749,"The de facto standard most tutorials assume",{"id":257,"value":258},750,"Docker Compose makes local multi-container dev easy",{"id":260,"value":261},751,"Broadest CI\u002FCD and IDE integration support",[263,266,269],{"id":264,"value":265},752,"Runs a persistent background daemon (often as root)",{"id":267,"value":268},753,"Docker Desktop licensing costs for larger companies",{"id":270,"value":271},754,"Historically heavier resource footprint",{"id":273,"name":274,"tagline":275,"score":276,"logo":14,"pros":277,"cons":290},98,"Podman","A daemonless, rootless container engine",8.2,[278,281,284,287],{"id":279,"value":280},755,"No background daemon — containers run as child processes",{"id":282,"value":283},756,"Rootless by default, a meaningfully smaller attack surface",{"id":285,"value":286},757,"Docker-CLI compatible (`alias docker=podman` mostly works)",{"id":288,"value":289},758,"Free and open source with no desktop licensing fees",[291,294,297],{"id":292,"value":293},759,"Smaller ecosystem and fewer third-party integrations",{"id":295,"value":296},760,"Compose support (via podman-compose) is less polished",{"id":298,"value":299},761,"Networking setup can be trickier for complex, multi-host setups",[301],{"updated":302,"id":5,"documentId":303,"title":304,"slug":305,"dek":306,"featured":94,"intro":307,"createdAt":308,"updatedAt":308,"publishedAt":309,"seoTitle":14,"seoDescription":14,"category":310,"items":311},"2026-07-28","rvb8u1n0thvvia0uhu7hz7c7","Best Cloud Platforms for Small Teams","best-cloud-platforms-for-small-teams","Where to deploy when you don’t have (or want) a dedicated infrastructure team.","Most small teams don’t need AWS’s full catalog on day one — they need to deploy, scale a little, and not think about it. These platforms optimize for exactly that.","2026-09-07T09:42:17.825Z","2026-09-07T09:42:17.840Z",{"id":56,"documentId":57,"name":58,"slug":59,"shortName":60,"description":61,"icon":62,"createdAt":63,"updatedAt":63,"publishedAt":64,"seoTitle":14,"seoDescription":14},[312,319,325,331,338],{"id":313,"rank":314,"name":315,"blurb":316,"score":317,"badge":318,"comparisonSlug":14},112,1,"Vercel","The smoothest deploy experience for frontend and full-stack JavaScript apps, especially on Next.js.",8.9,"Best for JS apps",{"id":320,"rank":321,"name":322,"blurb":323,"score":171,"badge":324,"comparisonSlug":14},113,2,"Railway","Point it at a repo and get a running full-stack app, database included, in minutes.","Best simple full-stack deploys",{"id":326,"rank":327,"name":141,"blurb":328,"score":329,"badge":330,"comparisonSlug":92},114,3,"More setup up front, but nothing to outgrow — the right call if you’ll eventually need everything.",8.6,"Best long-term ceiling",{"id":332,"rank":333,"name":334,"blurb":335,"score":336,"badge":337,"comparisonSlug":14},115,4,"Render","A modern, friendlier take on the Heroku model, with managed Postgres and background workers.",8.4,"Best Heroku alternative",{"id":339,"rank":340,"name":341,"blurb":342,"score":276,"badge":343,"comparisonSlug":14},116,5,"Fly.io","Deploys your app close to users across multiple regions with very little extra configuration.","Best for global apps",[345],{"date":346,"id":5,"documentId":347,"title":348,"slug":349,"dek":350,"author":351,"readingTime":352,"featured":94,"blocks":353,"createdAt":394,"updatedAt":394,"publishedAt":395,"seoTitle":14,"seoDescription":14,"category":396,"tags":397},"2026-06-18","xjpbgue1i8a655p91qcgnmms","5 Signs It’s Time to Switch Cloud Providers","signs-time-to-switch-cloud","Migrating clouds is expensive. Here’s how to tell when it’s actually worth it.","ComparedStack Team","5 min read",[354,360,365,390],{"type":355,"children":356},"paragraph",[357],{"text":358,"type":359},"Cloud migrations are disruptive, risky and rarely as fast as the sales deck promised. Most of the time, the right move is to get better at using what you already have. But not always.","text",{"type":361,"level":321,"children":362},"heading",[363],{"text":364,"type":359},"The five signs",{"type":366,"format":367,"children":368},"list","unordered",[369,374,378,382,386],{"type":370,"children":371},"list-item",[372],{"text":373,"type":359},"Your bill is dominated by services you’re only using for one narrow feature another provider offers natively",{"type":370,"children":375},[376],{"text":377,"type":359},"You’re maintaining custom tooling to work around a gap your current provider has no roadmap to close",{"type":370,"children":379},[380],{"text":381,"type":359},"Your team’s expertise (and hiring pool) has shifted toward a different ecosystem entirely",{"type":370,"children":383},[384],{"text":385,"type":359},"Compliance or data-residency requirements changed and your current provider can’t meet them in the right region",{"type":370,"children":387},[388],{"text":389,"type":359},"A committed-use discount is expiring and the renewal math no longer favors staying",{"type":355,"children":391},[392],{"text":393,"type":359},"If none of these apply, the cheaper win is almost always right-sizing what you already run — most overspend comes from over-provisioning, not from being on the “wrong” cloud.","2026-09-07T09:42:17.256Z","2026-09-07T09:42:17.275Z",{"id":56,"documentId":57,"name":58,"slug":59,"shortName":60,"description":61,"icon":62,"createdAt":63,"updatedAt":63,"publishedAt":64,"seoTitle":14,"seoDescription":14},[398,400],{"id":399,"value":104},980,{"id":401,"value":213},981]