[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"categories":3,"post-how-we-score-tools":85,"post-how-we-score-tools-related":159},[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":66,"documentId":86,"title":87,"slug":88,"dek":89,"author":90,"date":91,"readingTime":92,"featured":93,"blocks":94,"createdAt":153,"updatedAt":153,"publishedAt":154,"seoTitle":14,"seoDescription":14,"category":14,"tags":155},"c5pypule0lyx24nb9rn8cpe4","How We Score Every Tool on ComparedStack","how-we-score-tools","A look under the hood at the framework behind every score, verdict and “best for” on the site.","ComparedStack Team","2026-08-30","4 min read",true,[95,101,107,111,136,140,144,149],{"type":96,"children":97},"paragraph",[98],{"text":99,"type":100},"Every comparison and list on ComparedStack ends with a score out of 10. We get asked a lot whether that number comes from a benchmark suite, a survey, or just a gut feeling — the honest answer is: a bit of structure, and a lot of actually using the thing.","text",{"type":102,"level":103,"children":104},"heading",2,[105],{"text":106,"type":100},"The five factors",{"type":96,"children":108},[109],{"text":110,"type":100},"We weigh every tool against five factors, though how much each one counts depends on the category: capability (does it do the job well), developer or user experience, ecosystem maturity, performance, and value for money.",{"type":112,"format":113,"children":114},"list","unordered",[115,120,124,128,132],{"type":116,"children":117},"list-item",[118],{"text":119,"type":100},"Capability — can it handle the real-world version of the task, not just the demo",{"type":116,"children":121},[122],{"text":123,"type":100},"Experience — how much friction is there between intent and result",{"type":116,"children":125},[126],{"text":127,"type":100},"Ecosystem — docs, community, integrations, and how easy it is to hire for",{"type":116,"children":129},[130],{"text":131,"type":100},"Performance — speed, resource use, and how it behaves under load",{"type":116,"children":133},[134],{"text":135,"type":100},"Value — what you get relative to what it costs, including your time",{"type":102,"level":103,"children":137},[138],{"text":139,"type":100},"Why the verdict matters more than the number",{"type":96,"children":141},[142],{"text":143,"type":100},"A score is a fast signal, not the finding. The actual reasoning lives in the pros, cons and feature table above it — read those before you make a decision based on a single decimal point.",{"type":145,"children":146},"quote",[147],{"text":148,"type":100},"A comparison that refuses to pick a side isn’t useful — so every page ends with a clear verdict, not a shrug.",{"type":96,"children":150},[151],{"text":152,"type":100},"Scores also aren’t static. Fast-moving categories like AI chatbots and coding assistants get revisited monthly; slower-moving ones like databases and languages get a fresh look every quarter or when something major ships.","2026-09-07T09:42:16.892Z","2026-09-07T09:42:16.943Z",[156],{"id":157,"value":158},967,"methodology",[]]