{"id":"72ede392d2e7","page":"/c/72ede392d2e7/","topic":"Compute equivalent algorithmic gain","publisher":"@EpochAIResearch","official":false,"platform":"X","publishedAt":"2025-08-02T20:00:04.000Z","model":"GPT-4o","form":"grouped-bar","metrics":{"views":1727,"likes":37,"reposts":3,"quotes":0,"replies":1,"saves":3},"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":816,"of":1162},"company":{"n":40,"of":59}},"views":{"industry":{"n":1098,"of":1162},"company":{"n":48,"of":59}},"likes":{"industry":{"n":930,"of":1162},"company":{"n":40,"of":59}},"eng":{"industry":{"n":12,"of":1162},"company":{"n":8,"of":59}},"save":{"industry":{"n":159,"of":1162},"company":{"n":23,"of":59}}},"percentiles":{"industry":{"views":0.055077452667814115,"likes":0.20223752151462995,"eng":0.9901032702237521,"save":0.8635972461273667},"company":{"views":0.1864406779661017,"likes":0.3305084745762712,"eng":0.8728813559322034,"save":0.6186440677966102}},"peers":{"industry":1162,"company":59,"companyName":"@epochairesearch"},"medians":{"industry":{"views":39945,"likes":289,"eng":0.007331788144862199,"save":0.0007642791742968587},"company":{"views":5278,"likes":63,"eng":0.013723883654240066,"save":0.0012807487454203996},"form":{"n":108,"views":87497,"eng":0.006289672292921017}},"ratios":{"vsCompanyViews":0.32720727548313755,"vsCompanyLikes":0.5873015873015873,"viewsPerFollower":null,"viewsPerDay":3.960440968089235},"followers":null,"reads":[{"at":"2026-10-12T15:46:11.185Z","views":1727,"likes":37,"reposts":3,"quotes":0,"replies":1,"saves":3,"source":"x-search-cache"}],"chartData":"/api/charts/72ede392d2e7.json","copy":{"en":{"why":[{"factor":"engagement","text":"Its 2.37% engagement rate sits at the 99th percentile among AI chart posts, against a 0.73% median."},{"factor":"reach-vs-company","text":"At 1.7K views it runs 0.33x @EpochAIResearch's 5.3K company median, ranking #48 of 59 @EpochAIResearch posts."},{"factor":"form","text":"Grouped bar charts show a 87.5K median, and this post's 1.7K views come in at 0.02x that figure."}],"verdict":"It lands in Small but loved: views below the AI chart median, engagement at or above it, at #816 of 1,162 AI chart posts.","news":{"headline":"@EpochAIResearch charts compute equivalent algorithmic gain","dek":"A grouped bar chart on compute equivalent algorithmic gain drew 1.7K views and a 2.37% engagement rate, the 99th percentile among AI chart posts.","what":"@EpochAIResearch posted a grouped bar chart on compute equivalent algorithmic gain on August 2, 2025. It was one of 4 posts from the account that day, alongside posts on o1-high vs GPT-4o on GPQA diamond and MATH, training GPT-4o on 9x more compute, and compute equivalent gain by benchmark and thinking level.","numbers":"It reached 1.7K views, #1,098 of 1,162 AI chart posts and #48 of 59 @EpochAIResearch posts. Its 2.37% engagement rate ranked #12 of 1,162 AI chart posts.","lesson":"A 2.37% engagement rate at the 99th percentile against a 0.73% median shows a grouped bar chart can hold a top-decile rate at 1.7K views. The 0.02x gap to the 87.5K median for grouped bar charts is the reach side of the same post.","implication":"At #40 of 59 @EpochAIResearch posts by score wiped out by a 0.33x gap to the 5.3K company median, this post's 2.37% engagement rate is the outlier. The 1.7K views against a 39.9K median among AI chart posts mark the reach ceiling."}},"zh":{"why":[{"factor":"engagement","text":"互动率2.37%，在1162条AI图表帖中排第12，高于中位数0.73%。"},{"factor":"reach-vs-company","text":"浏览量1727，仅为公司中位数5278的0.33倍，排第48。"},{"factor":"form","text":"分组柱状图浏览量中位数8.7万，此帖仅0.02倍，互动率却高于中位数。"}],"verdict":"范围小，但很受欢迎，在1162条AI图表帖中排第816。","news":{"headline":"@EpochAIResearch图表互动率居前","dek":"浏览量低但互动率极高，排第12。","what":"2025年8月2日，@EpochAIResearch发布1张分组柱状图，展示4个模型的对比。同日另有3条帖子。","numbers":"浏览量1727，在1162条AI图表帖中排第1098，低于中位数4万。互动率2.37%，排第12。","lesson":"分组柱状图互动率2.37%，高于该类型中位数0.63%，但浏览量仅为中位数的0.02倍。","implication":"该帖互动率高于公司中位数1.37%，但浏览量低于公司中位数，排第48。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T20:20:57.809Z"}}