{"id":"d323b906331e","page":"/c/d323b906331e/","topic":"Output Answer vs Reasoning Tokens for AI Models","publisher":"@ArtificialAnlys","official":false,"platform":"X","publishedAt":"2025-12-17T16:57:30.000Z","model":"Gemini 2","form":"bar","metrics":{"views":3164,"likes":37,"reposts":1,"quotes":0,"replies":2,"saves":5},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":1,"score":36,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"loved","ranks":{"score":{"industry":{"n":815,"of":1162},"company":{"n":251,"of":491}},"views":{"industry":{"n":1026,"of":1162},"company":{"n":397,"of":491}},"likes":{"industry":{"n":929,"of":1162},"company":{"n":329,"of":491}},"eng":{"industry":{"n":160,"of":1162},"company":{"n":80,"of":491}},"save":{"industry":{"n":201,"of":1162},"company":{"n":105,"of":491}}},"percentiles":{"industry":{"views":0.11746987951807229,"likes":0.20223752151462995,"eng":0.862736660929432,"save":0.8274526678141136},"company":{"views":0.1924643584521385,"likes":0.3340122199592668,"eng":0.8380855397148677,"save":0.7871690427698574}},"peers":{"industry":1162,"company":491,"companyName":"@artificialanlys"},"medians":{"industry":{"views":39945,"likes":289,"eng":0.007331788144862199,"save":0.0007642791742968587},"company":{"views":11425,"likes":78,"eng":0.008185850825444735,"save":0.0007598784194528875},"form":{"n":241,"views":25600,"eng":0.007940930621342993}},"ratios":{"vsCompanyViews":0.27693654266958423,"vsCompanyLikes":0.47435897435897434,"viewsPerFollower":null,"viewsPerDay":10.575243246862597},"followers":null,"reads":[{"at":"2026-10-12T15:39:03.790Z","views":3164,"likes":37,"reposts":1,"quotes":0,"replies":2,"saves":5,"source":"x-search-cache"},{"at":"2026-10-12T21:07:52.473Z","views":3164,"likes":37,"reposts":1,"quotes":0,"replies":2,"saves":5,"source":"x-search-cache"}],"chartData":"/api/charts/d323b906331e.json","copy":{"en":{"why":[{"factor":"reach-vs-company","text":"Its 3.2K views sit at 0.28x @ArtificialAnlys's median post, ranking #397 of 491 @ArtificialAnlys posts."},{"factor":"engagement","text":"Engagement of 1.26% lands in the 86th percentile among AI chart posts, 1.7x the AI chart median of 0.73%."},{"factor":"launch-day","text":"It was one of 5 posts from this account that day, ranking #4 of 5 by views."}],"verdict":"The post sits in the Small but loved quadrant, with a score rank of #815 of 1,162 AI chart posts.","news":{"headline":"@ArtificialAnlys charts output tokens against reasoning tokens","dek":"A bar chart on output versus reasoning tokens drew 3.2K views and a 1.26% engagement rate, above the AI chart median.","what":"@ArtificialAnlys posted a bar chart on Output Answer vs Reasoning Tokens for AI Models on December 17, 2025. It was one of 5 posts from this account that day, alongside Speech Reasoning (Big Bench Audio) at 3.3M views.","numbers":"The post reached 3.2K views, ranking #1,026 of 1,162 AI chart posts and #397 of 491 @ArtificialAnlys posts. Its engagement rate of 1.26% ranked #160 of 1,162 AI chart posts.","lesson":"With 15 models shown in a single bar chart, the post drew 3.2K views against a company median of 11.4K. Its 1.26% engagement rate, 1.7x the AI chart median, shows that a dense model comparison can hold attention even when views stay low.","implication":"At #251 of 491 @ArtificialAnlys posts by score, this chart sits below the account's own median views of 11.4K. The 1.26% engagement rate against a 0.73% AI chart median shows the gap is in reach, not in how the chart is received."}},"zh":{"why":[{"factor":"reach-vs-company","text":"浏览量3164，仅为公司中位数1.1万的0.28倍，在491条帖子中排第397。"},{"factor":"engagement","text":"互动率1.26%，高于AI图表帖中位数0.73%的1.7倍，排第160。"},{"factor":"launch-day","text":"发布当天5条帖子中排第4，浏览量低于同日其他帖子。"}],"verdict":"范围小，但很受欢迎；在1162条AI图表帖中排第815。","news":{"headline":"@ArtificialAnlys输出令牌图表浏览量低","dek":"互动率高于中位数，但浏览量远低于公司中位数。","what":"发布一张关于输出令牌的图表，展示15个模型的答案令牌数。当天同账号另有4条帖子，其中Speech Reasoning浏览量328万。","numbers":"浏览量3164，在1162条AI图表帖中排第1026，低于中位数4万。互动率1.26%，排第160。","lesson":"互动率1.26%为AI图表帖中位数的1.7倍，但浏览量仅为公司中位数的0.28倍。","implication":"高互动率未带来高浏览量，排名第815，低于自身中位数水平。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T21:07:42.858Z"}}