{"id":"cmrc27lxm0005z8304uaiw04d","slug":"firebase-vs-aws)","title":"Firebase vs AWS","shortAnswer":"Firebase is a Google-managed Backend-as-a-Service (BaaS) focused on rapid app development with pre-built services and zero server management, while AWS is a comprehensive Infrastructure-as-a-Service (IaaS) platform offering 200+ services requiring more configuration but providing greater scalability and cost control for enterprise workloads.","keyDifferences":[{"label":"Service Model","winner":"tie","entityAValue":"Backend-as-a-Service (BaaS)","entityBValue":"Infrastructure-as-a-Service (IaaS)"},{"label":"Time to Deploy First App","winner":"a","entityAValue":"15-30 minutes","entityBValue":"2-4 hours"},{"label":"Available Services","winner":"b","entityAValue":"25+ integrated services","entityBValue":"200+ services"},{"label":"Free Tier Database Capacity","winner":"a","entityAValue":"1GB Realtime Database, 5GB Firestore","entityBValue":"Up to 750 hours RDS micro instance monthly"},{"label":"Pricing Model Complexity","winner":"a","entityAValue":"Simple, pay-as-you-go per feature","entityBValue":"Complex with 200+ service pricing tiers"},{"label":"Market Share (Backend Services)","winner":"b","entityAValue":"12% of developers","entityBValue":"32% of developers"},{"label":"Vendor Lock-in Risk","winner":"b","entityAValue":"High - proprietary APIs","entityBValue":"Lower - more standard APIs"}],"verdict":"Choose Firebase if you're building mobile apps, MVPs, or real-time applications where speed to market and minimal DevOps overhead are priorities—it excels at rapid prototyping with pre-built authentication, databases, and hosting. Choose AWS if you're building enterprise applications, need extensive customization, multiple database options, machine learning capabilities, or expect massive scale—the complexity is justified by flexibility and long-term cost optimization potential.","category":"software","entities":[{"id":"cmqf9cp9s0025tked20yxsvbr","slug":"firebase","name":"Firebase","shortDesc":"Google-managed Backend-as-a-Service platform for rapid app development with integrated services","imageUrl":null,"entityType":"software","position":0,"pros":["Real-time database (Firestore) with automatic syncing across clients","One-click authentication with 20+ providers built-in","Integrated hosting with CDN and SSL included","Zero server management—fully managed infrastructure","Generous free tier supporting 100+ concurrent users"],"cons":["Expensive at scale—pricing increases significantly above free tier (can cost 5-10x more than self-managed solutions)","Limited database querying capabilities compared to relational databases","High vendor lock-in with proprietary APIs making migration difficult"],"bestFor":"Startups, mobile developers, real-time apps, MVPs, teams without DevOps expertise"},{"id":"cmnbmlj3v00lgslg4gmw0g63k","slug":"amazon-web-services-aws","name":"Amazon Web Services (AWS)","shortDesc":"Comprehensive cloud infrastructure platform with 200+ services for enterprise and scalable applications","imageUrl":null,"entityType":"software","position":1,"pros":["200+ services including EC2, RDS, S3, Lambda, SageMaker for complete control","Most mature ecosystem with 15+ years of optimization and battle-tested solutions","Superior cost optimization tools (Reserved Instances, Savings Plans save 40-70%)","Extensive database options (RDS, DynamoDB, Aurora, ElastiCache, etc.)","Largest global infrastructure with 32 regions and 102 availability zones"],"cons":["Steep learning curve—requires significant DevOps knowledge and configuration expertise","Overwhelming choice paralysis with too many services solving similar problems","Slower initial deployment (2-4 hours for basic setup vs Firebase's 15-30 minutes)"],"bestFor":"Enterprise teams, complex architectures, applications requiring multi-region deployment, cost-sensitive scale operations, custom requirements"}],"attributes":[{"id":"cmqf9cpae002ctkeduab0ysnn","slug":"free-tier-monthly-error-events","name":"Free Tier Monthly Error Events","unit":"events","category":"Pricing","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"1,000,000","valueNumber":1000000,"valueBoolean":null}]},{"id":"cmqf9cpat002itkedq72ei204","slug":"session-replay-support","name":"Session Replay Support","unit":null,"category":"Features","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Not available in Crashlytics","valueNumber":null,"valueBoolean":null}]},{"id":"cmqcsi393004e140p121orkzb","slug":"supported-languages-frameworks","name":"Supported Languages & Frameworks","unit":"count","category":"Compatibility","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"30+","valueNumber":30,"valueBoolean":null}]},{"id":"cmqf9cpbi002utked11dhs94s","slug":"average-integration-time","name":"Average Integration Time","unit":"minutes","category":"Setup","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"15","valueNumber":15,"valueBoolean":null}]},{"id":"cmqf9cpbq0030tkedd33uxcyp","slug":"real-time-alert-native-support","name":"Real-time Alert Native Support","unit":null,"category":"Features","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Via Cloud Monitoring (external)","valueNumber":null,"valueBoolean":null}]},{"id":"cmqf9cpby0036tked2f4mmup3","slug":"cost-per-event-enterprise-","name":"Cost per Event (Enterprise)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"$0.05-0.10","valueNumber":0.075,"valueBoolean":null}]},{"id":"cmqf9cpc7003ctkedaritmc5k","slug":"additional-backend-services-included","name":"Additional Backend Services Included","unit":"count","category":"Platform","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"7+ (Database, Auth, Hosting, Storage, etc.)","valueNumber":7,"valueBoolean":null}]},{"id":"cmqf9cpcf003itkedwq02xt3y","slug":"breadcrumb-event-capture","name":"Breadcrumb Event Capture","unit":null,"category":"Features","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Limited event history","valueNumber":null,"valueBoolean":null}]},{"id":"cmqncpk4600txhhfkfbtdi18b","slug":"monthly-cost-small-production-app-","name":"Monthly Cost (Small Production App)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"$150-$300","valueNumber":225,"valueBoolean":null}]},{"id":"cmqeqt88y0075jwxr9i89t1ky","slug":"free-tier-storage","name":"Free Tier Storage","unit":"GB","category":"Pricing","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"1 GB","valueNumber":1,"valueBoolean":null}]},{"id":"cmqncpk5300u9hhfk9gwgwg9j","slug":"query-language","name":"Query Language","unit":null,"category":"Features","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Firestore Query Language (limited, no joins)","valueNumber":null,"valueBoolean":null}]},{"id":"cmqmmo0ho00g6m19wcfjme2ed","slug":"real-time-capabilities","name":"Real-time Capabilities","unit":"ms latency","category":"Performance","dataType":"text","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Sub-100ms updates","valueNumber":50,"valueBoolean":null}]},{"id":"cmqncbprv000uuq7jk44u9fda","slug":"built-in-integrations","name":"Built-in Integrations","unit":"services","category":"Features","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"18+ (Analytics, ML, Hosting, Functions, Messaging)","valueNumber":18,"valueBoolean":null}]},{"id":"cmqncpk6600urhhfk0qenpmja","slug":"source-code-openness","name":"Source Code Openness","unit":null,"category":"Transparency","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Closed-source, proprietary","valueNumber":null,"valueBoolean":null}]},{"id":"cmq9m1fly002n10t16qj6n9fc","slug":"self-hosting-support","name":"Self-hosting Support","unit":null,"category":"Deployment","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Not supported","valueNumber":null,"valueBoolean":null}]},{"id":"cmq3udoi20022dhy5vjnq5lse","slug":"developer-community-size","name":"Developer Community Size","unit":"Stack Overflow questions","category":"Support","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"2,000,000+","valueNumber":2000000,"valueBoolean":null},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Largest","valueNumber":null,"valueBoolean":null}]},{"id":"cmqpblmq300296alpre123zfi","slug":"minimum-setup-time","name":"Minimum Setup Time","unit":"minutes","category":"Developer Experience","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"15 minutes","valueNumber":15,"valueBoolean":null,"winner":true},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"120 minutes","valueNumber":120,"valueBoolean":null,"winner":false}]},{"id":"cmqpen3hw00b7w8edhnvkthlj","slug":"monthly-cost-1m-reads-100k-writes-","name":"Monthly Cost (1M reads, 100K writes)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"$45-60","valueNumber":52,"valueBoolean":null}]},{"id":"cmqpen3i700bdw8eddat0oqx8","slug":"real-time-database-operations-latency","name":"Real-time Database Operations Latency","unit":"ms","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"20-50","valueNumber":35,"valueBoolean":null}]},{"id":"cmqpen3il00bjw8edoxc5kwfo","slug":"authentication-providers","name":"Authentication Providers","unit":"count","category":"Features","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"12+","valueNumber":12,"valueBoolean":null}]},{"id":"cmqpen3j200bpw8edr8y3k8eo","slug":"deployment-binary-size","name":"Deployment Binary Size","unit":"MB","category":"Infrastructure","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Cloud SDK ~50-100","valueNumber":75,"valueBoolean":null}]},{"id":"cmqpen3ji00bvw8ednowej6gd","slug":"global-server-regions","name":"Global Server Regions","unit":"count","category":"Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"40+","valueNumber":40,"valueBoolean":null}]},{"id":"cmqpen3kb00c1w8ed4g6p2c0r","slug":"data-export-complexity","name":"Data Export Complexity","unit":"steps","category":"Data Portability","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"5-8 (custom scripts/tools)","valueNumber":6,"valueBoolean":null}]},{"id":"cmqpen3kl00c7w8edx6rrgxmf","slug":"max-concurrent-connections-free-tier-","name":"Max Concurrent Connections (free tier)","unit":"concurrent users","category":"Scale","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"100","valueNumber":100,"valueBoolean":null}]},{"id":"cmqpen3kw00cdw8edcs3r2jrv","slug":"setup-time-to-first-api-call","name":"Setup Time to First API Call","unit":"minutes","category":"Developer Experience","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"15-20","valueNumber":17,"valueBoolean":null}]},{"id":"cmqqd5g4v00a5nitan4zhwzt1","slug":"monthly-cost-small-app-","name":"Monthly Cost (Small App)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"$100-200","valueNumber":150,"valueBoolean":null}]},{"id":"cmqqd5g5800abnitafeh5sm2z","slug":"monthly-cost-production-app-at-scale-","name":"Monthly Cost (Production App at Scale)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"$500-2000","valueNumber":1250,"valueBoolean":null}]},{"id":"cmqpeo1qp00ddw8edb6eisj6j","slug":"integrated-services-count","name":"Integrated Services Count","unit":"services","category":"Features","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"30+","valueNumber":30,"valueBoolean":null}]},{"id":"cmq8e31ty001iohxkhomjvaj6","slug":"uptime-sla","name":"Uptime SLA","unit":"%","category":"Reliability","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"99.95% guaranteed","valueNumber":99.95,"valueBoolean":null}]},{"id":"cmqqd5g6800atnita86edembg","slug":"function-cold-start-latency","name":"Function Cold Start Latency","unit":"milliseconds","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"500-2000ms","valueNumber":1250,"valueBoolean":null}]},{"id":"cmonyduij000z10tjkchp4sau","slug":"open-source","name":"Open Source","unit":null,"category":"Development Model","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"No (proprietary)","valueNumber":0,"valueBoolean":null}]},{"id":"cmqhyrwtn001013tz36mar3j3","slug":"self-hosting-available","name":"Self-Hosting Available","unit":"boolean","category":"Deployment","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"No","valueNumber":0,"valueBoolean":null}]},{"id":"cmmxr90aj01vvlh9en2wgumc3","slug":"github-stars","name":"GitHub Stars","unit":"stars","category":"Community","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Not applicable (closed source)","valueNumber":null,"valueBoolean":null},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"N/A (not a single GitHub repo)","valueNumber":null,"valueBoolean":null}]},{"id":"cmqqgqy5t000nismnwqs6zma4","slug":"time-to-first-deployment","name":"Time to First Deployment","unit":"minutes","category":"Development Speed","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"15-30 minutes","valueNumber":22,"valueBoolean":null,"winner":true},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"120-240 minutes","valueNumber":180,"valueBoolean":null,"winner":false}]},{"id":"cmqpz93e1008f10nshw3jdojx","slug":"number-of-integrated-services","name":"Number of Integrated Services","unit":"services","category":"Functionality","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"25+ pre-built services","valueNumber":25,"valueBoolean":null,"winner":false},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+ services","valueNumber":200,"valueBoolean":null,"winner":true}]},{"id":"cmqmnij8d00888q83t94aak9p","slug":"free-tier-database-storage","name":"Free Tier Database Storage","unit":"GB","category":"Free Tier","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"5GB Firestore storage","valueNumber":5,"valueBoolean":null,"winner":true},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"0.75GB RDS micro (750 hours/month)","valueNumber":0.75,"valueBoolean":null,"winner":false}]},{"id":"cmrc27lzf000tz830zjcj5rhh","slug":"cost-at-1-million-daily-active-users","name":"Cost at 1 Million Daily Active Users","unit":"USD per month","category":"Pricing at Scale","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"$15,000-25,000 (Firestore reads/writes)","valueNumber":20000,"valueBoolean":null,"winner":false},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$3,000-8,000 (optimized EC2 + RDS)","valueNumber":5500,"valueBoolean":null,"winner":true}]},{"id":"cmqpblmqw002l6alpqv3p3s02","slug":"global-regions-available","name":"Global Regions Available","unit":"regions","category":"Global Presence","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"40+ regions","valueNumber":40,"valueBoolean":null,"winner":true},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32 regions","valueNumber":32,"valueBoolean":null,"winner":false}]},{"id":"cmrc27lzy0015z830vq5f8irw","slug":"database-query-flexibility","name":"Database Query Flexibility","unit":"complexity level","category":"Database Features","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"Limited—no complex joins or aggregations","valueNumber":null,"valueBoolean":null},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Extensive—full SQL, custom queries, advanced analytics","valueNumber":null,"valueBoolean":null}]},{"id":"cmqsteudu003x16yfp32ls77g","slug":"average-learning-curve","name":"Average Learning Curve","unit":"weeks to productivity","category":"Ease of Use","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"1-2 weeks","valueNumber":1.5,"valueBoolean":null,"winner":true},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"8-12 weeks","valueNumber":10,"valueBoolean":null,"winner":false}]},{"id":"cmqb777t40041onv2qxziqwmf","slug":"developer-adoption-rate","name":"Developer Adoption Rate","unit":"% of cloud developers","category":"Market Share","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmqf9cp9s0025tked20yxsvbr","valueText":"12% of developers use Firebase","valueNumber":12,"valueBoolean":null,"winner":false},{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32% of developers use AWS","valueNumber":32,"valueBoolean":null,"winner":true}]},{"id":"cmnbmlk7z00lvslg4tm2mf5sa","slug":"standard-storage-cost","name":"Standard Storage Cost","unit":"$/GB/month","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0.023","valueNumber":0.023,"valueBoolean":null}]},{"id":"cmnbmlkk300m1slg466em0ylt","slug":"archival-storage-cost","name":"Archival Storage Cost","unit":"$/GB/month","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0.004","valueNumber":0.004,"valueBoolean":null}]},{"id":"cmnbmlkw300m7slg4rsq8a81m","slug":"ai-ml-model-flexibility","name":"AI/ML Model Flexibility","unit":null,"category":"Artificial Intelligence","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Multiple models via Bedrock","valueNumber":null,"valueBoolean":null}]},{"id":"cmnbmll8400mdslg4vfwiaosa","slug":"hybrid-cloud-support-maturity","name":"Hybrid Cloud Support Maturity","unit":null,"category":"Infrastructure","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"AWS Outposts (limited)","valueNumber":null,"valueBoolean":null}]},{"id":"cmnbmllw600mpslg4qvkpnzh5","slug":"container-serverless-performance","name":"Container Serverless Performance","unit":null,"category":"Containerization","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Fargate (feature-rich)","valueNumber":null,"valueBoolean":null}]},{"id":"cmnbmlm8800mvslg4tlr46r1h","slug":"market-share-2026","name":"Market Share 2026","unit":"%","category":"Market Position","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32%","valueNumber":32,"valueBoolean":null}]},{"id":"cmox5hvv4000bcs0ljr46akrx","slug":"global-market-share-2026-","name":"Global Market Share (2026)","unit":"%","category":"Market Position","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32%","valueNumber":32,"valueBoolean":null}]},{"id":"cmnbmljvy00lpslg4w2qusiu9","slug":"total-available-services","name":"Total Available Services","unit":"services","category":"Platform","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+","valueNumber":200,"valueBoolean":null}]},{"id":"cmq3udog9000ydhy5wrwkm5my","slug":"global-availability-zones","name":"Global Availability Zones","unit":"zones","category":"Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"33","valueNumber":33,"valueBoolean":null}]},{"id":"cmq3udogk0016dhy5bifsc9ud","slug":"pricing-model-complexity","name":"Pricing Model Complexity","unit":"simplicity score","category":"Pricing","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"5/10","valueNumber":5,"valueBoolean":null}]},{"id":"cmq3udogx001edhy5qjuqxled","slug":"ml-ai-service-innovation-rating","name":"ML/AI Service Innovation Rating","unit":"score","category":"AI & Analytics","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"8/10","valueNumber":8,"valueBoolean":null}]},{"id":"cmq3udoh8001mdhy5vq6wf7qr","slug":"hybrid-cloud-support-level","name":"Hybrid Cloud Support Level","unit":"capability","category":"Enterprise Features","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Moderate (Outposts)","valueNumber":null,"valueBoolean":null}]},{"id":"cmq3udohq001udhy5rwsowenf","slug":"windows-active-directory-integration","name":"Windows/Active Directory Integration","unit":"native score","category":"Enterprise Integration","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"4/10","valueNumber":4,"valueBoolean":null}]},{"id":"cmq3udoic002adhy5tn7yn8aq","slug":"container-kubernetes-strength","name":"Container/Kubernetes Strength","unit":"native integration","category":"Container Tech","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Strong (ECS/EKS)","valueNumber":null,"valueBoolean":null}]},{"id":"cmq3udoio002idhy5m2d3ay63","slug":"bigquery-grade-analytics","name":"BigQuery-Grade Analytics","unit":"capability","category":"Data Analytics","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Via Athena/Redshift","valueNumber":null,"valueBoolean":null}]},{"id":"cmq129uxo000i4shkaan249lw","slug":"supported-cloud-providers","name":"Supported Cloud Providers","unit":"count","category":"Ecosystem","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"AWS only","valueNumber":1,"valueBoolean":null}]},{"id":"cmq9tgc8l000ilcv3bsy2quh0","slug":"base-software-cost","name":"Base Software Cost","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Pay-per-use only","valueNumber":null,"valueBoolean":null}]},{"id":"cmq9tgc8u000olcv3fhqwny9f","slug":"terraform-cloud-team-plan-cost","name":"Terraform Cloud Team Plan Cost","unit":"USD/month per user","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"N/A","valueNumber":null,"valueBoolean":null}]},{"id":"cmq9tgc93000ulcv3qtkqzblf","slug":"global-geographic-regions","name":"Global Geographic Regions","unit":"regions","category":"Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"33 regions","valueNumber":33,"valueBoolean":null}]},{"id":"cmq9tgc9c0010lcv34wysql6k","slug":"availability-zones-aws-regions-","name":"Availability Zones (AWS regions)","unit":"zones","category":"Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"105+ zones","valueNumber":105,"valueBoolean":null}]},{"id":"cmq9tgc9q0016lcv3quy72tfc","slug":"available-services-integrations","name":"Available Services/Integrations","unit":"count","category":"Capabilities","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"190+ native services","valueNumber":190,"valueBoolean":null}]},{"id":"cmq9tgc9z001clcv3dklxdztm","slug":"time-to-provision-standard-ec2-instance","name":"Time to Provision Standard EC2 Instance","unit":"seconds","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"30-45 (via Console/CLI)","valueNumber":37,"valueBoolean":null}]},{"id":"cmq9tgca9001ilcv3jb7bx5ff","slug":"github-integration-for-iac","name":"GitHub Integration for IaC","unit":"native support","category":"DevOps","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"AWS CloudFormation requires manual GitHub setup","valueNumber":null,"valueBoolean":null}]},{"id":"cmqq266fr0029tos10aiphe03","slug":"monthly-cost-1-vcpu-1gb-ram-standard-instance-","name":"Monthly Cost (1 vCPU, 1GB RAM, Standard Instance)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$9.50 (t3.micro on-demand)","valueNumber":9.5,"valueBoolean":null}]},{"id":"cmqq266g2002ftos16jded4tl","slug":"outbound-data-transfer-cost-per-gb","name":"Outbound Data Transfer Cost per GB","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0.0116","valueNumber":0.0116,"valueBoolean":null}]},{"id":"cmqo89fx40027rragapxem3y7","slug":"global-data-center-regions","name":"Global Data Center Regions","unit":"regions","category":"Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"33 regions","valueNumber":33,"valueBoolean":null}]},{"id":"cmnbmruby0173slg450jw8un4","slug":"global-market-share","name":"Global Market Share","unit":"%","category":"Market Position","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32% of global cloud infrastructure (2024)","valueNumber":32,"valueBoolean":null}]},{"id":"cmqnce77o004ghhfkgou1rx5d","slug":"service-count","name":"Service Count","unit":"services","category":"Platform Scope","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+","valueNumber":200,"valueBoolean":null}]},{"id":"cmqnce780004mhhfk98p8jzsv","slug":"compute-cost-e2-medium-equivalent-","name":"Compute Cost (e2-medium equivalent)","unit":"USD/hour","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0.0416","valueNumber":0.0416,"valueBoolean":null}]},{"id":"cmqnce78d004shhfk1fyrksd1","slug":"data-transfer-out-cost","name":"Data Transfer Out Cost","unit":"USD/GB","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0.02","valueNumber":0.02,"valueBoolean":null}]},{"id":"cmqnce78r004yhhfkivl53dw3","slug":"ml-training-setup-time","name":"ML Training Setup Time","unit":"hours","category":"Developer Experience","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"8-12 hours (SageMaker)","valueNumber":10,"valueBoolean":null}]},{"id":"cmqnce7930054hhfk81md9ptp","slug":"bigquery-query-latency","name":"BigQuery Query Latency","unit":"seconds","category":"Analytics Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"15-30 seconds (Athena, 1TB scan)","valueNumber":22.5,"valueBoolean":null}]},{"id":"cmqnce79g005ahhfkmmnenmy2","slug":"enterprise-support-annual-cost","name":"Enterprise Support Annual Cost","unit":"USD","category":"Support & Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$15,000","valueNumber":15000,"valueBoolean":null}]},{"id":"cmqnce79s005ghhfkx5l6zqs3","slug":"kubernetes-integration-complexity","name":"Kubernetes Integration Complexity","unit":"manual steps","category":"Developer Experience","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"18-25 steps (EKS setup)","valueNumber":21.5,"valueBoolean":null}]},{"id":"cmqq266gi002rtos1cu5tkcug","slug":"available-cloud-services-products","name":"Available Cloud Services/Products","unit":"count","category":"Features","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+","valueNumber":200,"valueBoolean":null}]},{"id":"cmqq266gs002xtos1yi3kpbjl","slug":"free-tier-duration","name":"Free Tier Duration","unit":"months","category":"Pricing","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"12 months + always-free services","valueNumber":12,"valueBoolean":null}]},{"id":"cmqq266h00033tos1l4031e8l","slug":"premium-support-response-time","name":"Premium Support Response Time","unit":"hours","category":"Support","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"1 hour (Business Support)","valueNumber":1,"valueBoolean":null}]},{"id":"cmqq266h80039tos1wfjymzxv","slug":"ai-ml-service-availability","name":"AI/ML Service Availability","unit":"availability","category":"Features","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"SageMaker, Bedrock, Forecast, Lookout, Kendra","valueNumber":null,"valueBoolean":null}]},{"id":"cmqq266hg003ftos1293b76bq","slug":"monthly-cost-for-10tb-egress-data-transfer","name":"Monthly Cost for 10TB Egress Data Transfer","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$116 (after 1GB free)","valueNumber":116,"valueBoolean":null}]},{"id":"cmqqc6q3g000nnitam3gdj21s","slug":"average-cold-start-latency","name":"Average Cold Start Latency","unit":"milliseconds","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"125ms (Lambda standard)","valueNumber":125,"valueBoolean":null}]},{"id":"cmqqc6q3t000tnitamdqub2az","slug":"setup-time-to-first-deploy","name":"Setup Time to First Deploy","unit":"minutes","category":"Ease of Use","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"45-60 (configure VPC, IAM, EC2, security groups)","valueNumber":52.5,"valueBoolean":null}]},{"id":"cmqqc6q45000znitadbwwpz7k","slug":"built-in-database-support","name":"Built-in Database Support","unit":"count","category":"Features","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"8+ (RDS, DynamoDB, Aurora, ElastiCache, Neptune, DocumentDB, Keyspaces, Timestream)","valueNumber":8,"valueBoolean":null}]},{"id":"cmqq8n2t200oral68dmw9g9v3","slug":"sla-uptime-guarantee","name":"SLA Uptime Guarantee","unit":"%","category":"Reliability","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"99.99% (us-east-1 region)","valueNumber":99.99,"valueBoolean":null}]},{"id":"cmqqc6q4s001bnitampnsxvf5","slug":"concurrent-connections-per-instance","name":"Concurrent Connections per Instance","unit":"requests/second","category":"Scalability","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"50,000+ (t3.large EC2)","valueNumber":50000,"valueBoolean":null}]},{"id":"cmqqc6q55001hnita37nf5q50","slug":"estimated-learning-time-for-new-developer","name":"Estimated Learning Time for New Developer","unit":"hours","category":"Ease of Use","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"80-100 hours","valueNumber":90,"valueBoolean":null}]},{"id":"cmqprvjp9007r73at52h1fnyp","slug":"supported-programming-languages-for-iac","name":"Supported Programming Languages for IaC","unit":"languages","category":"Developer Experience","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"3 languages (YAML, JSON, TypeScript/Python/Java via CDK)","valueNumber":3,"valueBoolean":null}]},{"id":"cmqnypery005dajkh0qxhsuiu","slug":"multi-cloud-support","name":"Multi-Cloud Support","unit":"cloud providers","category":"Flexibility","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"AWS only","valueNumber":1,"valueBoolean":null}]},{"id":"cmqprvjpl007z73at29y95mz6","slug":"available-services-resources","name":"Available Services/Resources","unit":"services","category":"Breadth of Offerings","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+ AWS-specific services (largest portfolio in cloud)","valueNumber":200,"valueBoolean":null}]},{"id":"cmq3vfodo007vdhy5xpod43zk","slug":"free-tier-cost","name":"Free Tier Cost","unit":"USD/month","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Free (1 year, then pay-as-you-go infrastructure costs)","valueNumber":0,"valueBoolean":null}]},{"id":"cmqprvjq1008b73at9b0t224m","slug":"aws-regions-availability-zones","name":"AWS Regions/Availability Zones","unit":"regions","category":"Global Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"33+ geographic regions with 105+ availability zones","valueNumber":33,"valueBoolean":null}]},{"id":"cmqprvjq6008f73atun97xhm3","slug":"certified-professionals","name":"Certified Professionals","unit":"people","category":"Talent Pool","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"1M+ AWS Certified professionals","valueNumber":1000000,"valueBoolean":null}]},{"id":"cmotoy00t000b58hqc28a65ps","slug":"minimum-monthly-cost","name":"Minimum Monthly Cost","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0 (free tier + pay-per-use)","valueNumber":0,"valueBoolean":null}]},{"id":"cmqtt5jf9000p4h5ykctcht49","slug":"cost-for-standard-production-app-2-dynos-add-ons-","name":"Cost for Standard Production App (2 dynos + add-ons)","unit":"USD/month","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$100-150 (EC2 Reserved + RDS)","valueNumber":125,"valueBoolean":null}]},{"id":"cmqtt5jft00114h5yuh2nm8h7","slug":"number-of-available-services-products","name":"Number of Available Services/Products","unit":"count","category":"Platform Scope","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+","valueNumber":200,"valueBoolean":null}]},{"id":"cmqtt5jg300174h5yj0njv839","slug":"maximum-ram-per-instance","name":"Maximum RAM per Instance","unit":"GB","category":"Scalability","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"24,576","valueNumber":24576,"valueBoolean":null}]},{"id":"cmqtt5jgf001d4h5yagmokps3","slug":"lambda-serverless-cold-start-latency","name":"Lambda/Serverless Cold Start Latency","unit":"milliseconds","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"100-3000","valueNumber":1500,"valueBoolean":null}]},{"id":"cmqfsoc4f000ipa2jjbthdqm4","slug":"built-in-ci-cd-pipeline","name":"Built-in CI/CD Pipeline","unit":"included","category":"DevOps","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"No, requires CodePipeline ($0.02/active pipeline)","valueNumber":null,"valueBoolean":null}]},{"id":"cmnbmllk600mjslg4szmlooj4","slug":"global-data-centers","name":"Global Data Centers","unit":"locations","category":"Infrastructure","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"108 availability zones in 33 regions","valueNumber":108,"valueBoolean":null}]},{"id":"cmqo9qi01005trrag70qlkh2n","slug":"available-services","name":"Available Services","unit":"services","category":"Platform Capabilities","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+ services","valueNumber":200,"valueBoolean":null}]},{"id":"cmmxr8ghd01qvlh9ej0n39ikj","slug":"starting-monthly-cost","name":"Starting Monthly Cost","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0 (free tier), pay-as-you-go","valueNumber":0,"valueBoolean":null}]},{"id":"cmqvprzgv004ptyokq7kzd3lv","slug":"ddos-protection-included","name":"DDoS Protection Included","unit":null,"category":"Security","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"No (Shield Advanced: $3,000/month)","valueNumber":3000,"valueBoolean":null}]},{"id":"cmqfyqq6o008nmrq6r6hk0yoa","slug":"setup-time-minutes-","name":"Setup Time (Minutes)","unit":"minutes","category":"Ease of Use","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"120+ minutes (full configuration)","valueNumber":120,"valueBoolean":null}]},{"id":"cmqvprzhq0051tyokv9bdmq4c","slug":"dedicated-database-services","name":"Dedicated Database Services","unit":"services","category":"Data","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"15+ (RDS, DynamoDB, Redshift, etc.)","valueNumber":15,"valueBoolean":null}]},{"id":"cmqvprzi00057tyok8xt0wu1v","slug":"typical-edge-response-time","name":"Typical Edge Response Time","unit":"milliseconds","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"~80ms (median global)","valueNumber":80,"valueBoolean":null}]},{"id":"cmqvprzi9005dtyokgh0ni6wv","slug":"maximum-ddos-mitigation-capacity","name":"Maximum DDoS Mitigation Capacity","unit":"Tbps","category":"Security","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"~700 Gbps (AWS Shield Advanced)","valueNumber":0.7,"valueBoolean":null}]},{"id":"cmqziy0yq000cq3daw1i7gu3e","slug":"global-market-share-cloud-iaas-","name":"Global Market Share (Cloud IaaS)","unit":"%","category":"Market Position","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32%","valueNumber":32,"valueBoolean":null}]},{"id":"cmqziy0z0000iq3da3x3hmvas","slug":"total-cloud-services","name":"Total Cloud Services","unit":"count","category":"Capabilities","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+","valueNumber":200,"valueBoolean":null}]},{"id":"cmqoud2cb007b79pthz96vvsz","slug":"fortune-500-adoption-rate","name":"Fortune 500 Adoption Rate","unit":"percent","category":"Market Adoption","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"~75%","valueNumber":75,"valueBoolean":null}]},{"id":"cmqziy0zn0010q3da947zv559","slug":"compute-instance-starting-price-hourly-","name":"Compute Instance Starting Price (hourly)","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"$0.0116/hour (t3.micro)","valueNumber":0.0116,"valueBoolean":null}]},{"id":"cmqziy0zv0016q3dal7zquu3u","slug":"reserved-instance-discount-1-year-","name":"Reserved Instance Discount (1-year)","unit":"%","category":"Pricing","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"up to 72%","valueNumber":72,"valueBoolean":null}]},{"id":"cmqziy103001cq3da1mof0pzz","slug":"sql-server-database-support","name":"SQL Server Database Support","unit":"text","category":"Enterprise Features","dataType":"text","higherIsBetter":null,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"RDS for SQL Server (third-party)","valueNumber":null,"valueBoolean":null}]},{"id":"cmqziy10a001iq3da273eoeh9","slug":"machine-learning-service-maturity","name":"Machine Learning Service Maturity","unit":"years","category":"AI/ML Capabilities","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"SageMaker (launched 2017)","valueNumber":7,"valueBoolean":null}]},{"id":"cmrc0e5xf00bj87sd4kjy7n48","slug":"available-services-features","name":"Available Services/Features","unit":"count","category":"Platform Scope","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"200+ services","valueNumber":200,"valueBoolean":null}]},{"id":"cmodmsyo100annv6uy4tac09q","slug":"global-edge-locations","name":"Global Edge Locations","unit":"cities","category":"Global Presence","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"105+ zones across 33 regions","valueNumber":105,"valueBoolean":null}]},{"id":"cmqq937io00xhal68xo1203iz","slug":"average-global-latency","name":"Average Global Latency","unit":"milliseconds","category":"Performance","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"50-150ms","valueNumber":100,"valueBoolean":null}]},{"id":"cmrc0e5y400c187sdqbg6ifal","slug":"basic-ddos-protection-included","name":"Basic DDoS Protection Included","unit":null,"category":"Security","dataType":"text","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Layer 3/4 only (Advanced costs $3,000+/mo)","valueNumber":null,"valueBoolean":null}]},{"id":"cmnbmti3t01cxslg4u55bykfr","slug":"starting-monthly-price","name":"Starting Monthly Price","unit":"USD","category":"Pricing","dataType":"number","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"Pay-as-you-go from $0","valueNumber":0,"valueBoolean":null}]},{"id":"cmq3cpkqk000ugm4fov6hn5ok","slug":"uptime-sla-guarantee","name":"Uptime SLA Guarantee","unit":"percent","category":"Reliability","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"99.99%","valueNumber":99.99,"valueBoolean":null}]},{"id":"cmmxr8dwg01q3lh9ey93t7h6q","slug":"setup-time","name":"Setup Time","unit":"minutes","category":"Deployment","dataType":"text","higherIsBetter":false,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"30-60+ minutes (account setup, IAM, networking)","valueNumber":45,"valueBoolean":null}]},{"id":"cmmxr8tpe01ublh9e7nviv0va","slug":"cloud-market-share","name":"Cloud Market Share","unit":"percent","category":"Market Position","dataType":"number","higherIsBetter":true,"values":[{"entityId":"cmnbmlj3v00lgslg4gmw0g63k","valueText":"32% of public cloud (2024)","valueNumber":32,"valueBoolean":null}]}],"faqs":[{"question":"Is Firebase cheaper than AWS?","answer":"Firebase is cheaper at small scale (free tier to ~10,000 daily active users), but AWS becomes 3-5x cheaper at enterprise scale (1M+ DAU). Firebase's pay-per-operation model causes costs to skyrocket with traffic, while AWS allows cost optimization through Reserved Instances and Savings Plans. For long-term operations, AWS typically wins financially above 50,000 DAU."},{"question":"Can I migrate from Firebase to AWS?","answer":"Migration is possible but difficult. Firebase uses proprietary Firestore/Realtime Database formats; you'll need to export data and rebuild queries for AWS databases like RDS or DynamoDB. This typically takes 2-4 weeks for medium applications and requires rewriting authentication logic since Firebase Auth doesn't map directly to AWS Cognito. Plan for 100-300 engineering hours."},{"question":"Which is better for real-time applications?","answer":"Firebase wins for real-time—Firestore offers built-in real-time sync and listener capabilities out-of-the-box. AWS requires custom WebSocket solutions using API Gateway + Lambda, adding complexity. However, AWS's solution is more flexible and cheaper at extreme scale. Firebase is the clear choice for real-time apps under 100,000 concurrent users."},{"question":"Which requires more DevOps knowledge?","answer":"AWS requires significantly more DevOps expertise—you must manage VPCs, security groups, RDS instances, auto-scaling, and monitoring. Firebase abstracts 95% of infrastructure concerns; developers focus on writing code. A Firebase app needs 1 DevOps person per 10 developers, while AWS typically needs 1 per 3-5 developers."},{"question":"Which is better for enterprise applications?","answer":"AWS is better for enterprise—it offers compliance certifications (SOC 2, HIPAA, FedRAMP), advanced security controls, multiple database engines, and dedicated support. Firebase serves enterprise better for mobile/web apps where speed matters more than customization. Enterprise typically uses both: Firebase for customer-facing apps, AWS for backend systems."}],"relatedComparisons":[{"slug":"firebase-vs-aws","title":"Firebase vs AWS","category":"software"},{"slug":"terraform-vs-aws","title":"Terraform vs AWS","category":"software"},{"slug":"bugsnag-vs-firebase","title":"Bugsnag vs Firebase","category":"software"},{"slug":"aws-vs-google-cloud","title":"AWS vs Google Cloud Platform","category":"software"},{"slug":"firebase-vs-supabase","title":"Firebase vs Supabase","category":"software"},{"slug":"firebase-vs-pocketbase","title":"Firebase vs PocketBase","category":"software"},{"slug":"pulumi-vs-aws","title":"Pulumi vs AWS","category":"software"},{"slug":"aws-vs-hetzner","title":"AWS vs Hetzner","category":"software"},{"slug":"aws-vs-vercel","title":"AWS vs Vercel","category":"software"},{"slug":"firebase-vs-appwrite","title":"Firebase vs Appwrite","category":"software"},{"slug":"heroku-vs-aws","title":"Heroku vs Amazon Web Services (AWS)","category":"software"},{"slug":"cloudflare-vs-aws","title":"Cloudflare vs AWS","category":"software"}],"relatedBlogPosts":[{"slug":"best-streaming-services-in-2026-top-picks-for-every-budget-interest","title":"Best Streaming Services in 2026: Top Picks for Every Budget & Interest","excerpt":"Navigating the crowded streaming landscape in 2026 can be overwhelming. We've tested and ranked the best streaming services that offer the most value, from Netflix's massive library to budget-friendly options like Tubi, helping you cut cable and find your perfect entertainment solution.","category":"technology"},{"slug":"best-live-tv-streaming-services-plans-for-spring-2026-complete-buyers-guide","title":"Best Live TV Streaming Services & Plans for Spring 2026: Complete Buyer's Guide","excerpt":"Tired of overpaying for cable? Discover the best live TV streaming services and plans for Spring 2026, including YouTube TV's new genre-based packages starting at $55/month. Our comprehensive guide breaks down pricing, channels, and features to help you cut the cord.","category":"technology"},{"slug":"philo-in-2026-streaming-tv-service-review-pricing-reddit-community-insights","title":"Philo in 2026: Streaming TV Service Review, Pricing & Reddit Community Insights","excerpt":"Explore Philo's evolution heading into 2026, including pricing tiers, channel lineup, and how it compares to competitors like Sling TV. Discover what the r/PhiloTV Reddit community thinks about the service's current offerings and future prospects.","category":"technology"},{"slug":"best-us-fighter-jets-2026-top-american-combat-aircraft-ranked","title":"Best US Fighter Jets 2026: Top American Combat Aircraft Ranked","excerpt":"Discover the most advanced US fighter jets dominating the skies in 2026. From the legendary F-22 Raptor to the versatile F-35 Lightning II, we rank America's best combat aircraft based on performance, stealth, and air superiority capabilities.","category":"technology"},{"slug":"philo-in-2026-pricing-lineup-how-it-compares-to-sling-tv","title":"Philo in 2026: Pricing, Lineup & How It Compares to Sling TV","excerpt":"As we head into 2026, Philo continues to position itself as an affordable streaming alternative for cable TV lovers. Discover what Philo offers, how its pricing stacks up against competitors like Sling TV, and what the Reddit community thinks about its future.","category":"technology"}],"metadata":{"metaTitle":"Firebase vs AWS: 2026 Comparison Guide","metaDescription":"Firebase vs AWS comparison: deployment speed, pricing at scale, services, and which platform wins for startups vs enterprises.","publishedAt":"2026-07-08T12:34:00.863Z","updatedAt":"2026-07-08T12:34:01.547Z","isAutoGenerated":true,"isHumanReviewed":false,"viewCount":0}}