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Rankings / Databases

Databases ranking

AI services

Chatbots & assistants Coding Image generation Video generation Voice & music Writing & productivity Search & research Agents & automation Models & APIs Open source & dev tools AI apps & devices Translation Meetings & transcription Design & presentations Learning & tutoring Companions & characters Marketing & sales Data & analytics 3D & avatars

Software & dev tools

Code editors & IDEs Cloud & hosting Databases Frameworks & libraries Programming languages CI/CD & DevOps Terminals & shells Web browsers Operating systems Notes & docs Project management Messaging & team chat Password managers & security Design tools Streaming services Cloud storage & backup

Products

PCs & laptops Keyboards, mice & accessories Monitors SSDs & storage Routers & networking Printers & 3D printers Phones & tablets Smartwatches & wearables Cameras & drones Earphones, headphones & speakers Consoles & gaming gear TVs & projectors Home appliances Kitchen appliances Smart home Vacuums & cleaning Air purifiers & climate Furniture & desks Baby Car & accessories Pets Fashion Beauty Personal care Sports & fitness Outdoor & camping Bikes & e-scooters Toys & hobbies Bags & travel Food Coffee & drinks Other

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How we rank

Every verified vote counts as a head-to-head result between the chosen product and each other candidate in that poll.

Scores come from the Bradley–Terry model (the method the LMSYS Chatbot Arena uses), on an Elo-like scale around 1000.

Recent votes weigh more: a vote loses half its weight every 90 days. Only closed polls count.

A product is ranked once it has 30 votes against at least 3 different rivals; overlapping 95% ranges share a rank. Maker-campaign votes and polls under review are left out.

Disagree with the method? Argue it on GitHub →

Every vote: one verified phone number, a fingerprint or face check on the voter’s own device at the moment of voting, no VPNs or data centres, one vote per device. AI comparison cards summarise official pages — check the source.

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