{"id":"4ce155960a19","page":"/c/4ce155960a19/","topic":"Training GPT-4o on 9x more compute","publisher":"@EpochAIResearch","official":false,"platform":"X","publishedAt":"2025-08-02T20:00:03.000Z","model":"GPT-4o","form":"scatter","metrics":{"views":1938,"likes":44,"reposts":3,"quotes":0,"replies":1,"saves":4},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":1,"score":38,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"loved","ranks":{"score":{"industry":{"n":781,"of":1162},"company":{"n":31,"of":59}},"views":{"industry":{"n":1081,"of":1162},"company":{"n":44,"of":59}},"likes":{"industry":{"n":892,"of":1162},"company":{"n":37,"of":59}},"eng":{"industry":{"n":7,"of":1162},"company":{"n":4,"of":59}},"save":{"industry":{"n":105,"of":1162},"company":{"n":17,"of":59}}},"percentiles":{"industry":{"views":0.07013769363166954,"likes":0.23537005163511188,"eng":0.9944061962134251,"save":0.9100688468158348},"company":{"views":0.2627118644067797,"likes":0.3898305084745763,"eng":0.940677966101695,"save":0.7203389830508474}},"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":187,"views":22414,"eng":0.007772795216741405}},"ratios":{"vsCompanyViews":0.3671845395983327,"vsCompanyLikes":0.6984126984126984,"viewsPerFollower":null,"viewsPerDay":4.444316382418309},"followers":null,"reads":[{"at":"2026-10-12T15:46:11.185Z","views":1938,"likes":44,"reposts":3,"quotes":0,"replies":1,"saves":4,"source":"x-search-cache"}],"chartData":"/api/charts/4ce155960a19.json","copy":{"en":{"why":[{"factor":"engagement","text":"Its 2.48% engagement rate sits at the 99th percentile among AI chart posts, against a 0.73% median."},{"factor":"reach-vs-company","text":"At 1.9K views it runs 0.37x the 5.3K company median, ranking #44 of 59 @EpochAIResearch posts."},{"factor":"launch-day","text":"It was one of 4 posts from this account that day, ranking #2 of 4 by views."}],"verdict":"The post sits in the Small but loved quadrant, with a score rank of #781 of 1,162 AI chart posts.","news":{"headline":"@EpochAIResearch charts GPT-4o trained on 9x more compute","dek":"A scatter plot of GPT-4o and o1-high drew 1.9K views and a 2.48% engagement rate, the 99th percentile among AI chart posts.","what":"@EpochAIResearch posted a scatter plot on August 2, 2025, on training GPT-4o on 9x more compute. It was one of 4 posts from the account that day, alongside posts on o1-high vs GPT-4o on GPQA diamond and MATH, compute equivalent algorithmic gain, and compute equivalent gain by benchmark and thinking level.","numbers":"It reached 1.9K views, ranking #1,081 of 1,162 AI chart posts and #44 of 59 @EpochAIResearch posts. Its score of 38 ranks #781 of 1,162 AI chart posts.","lesson":"A 2.48% engagement rate at the 99th percentile among AI chart posts came with a 0.21% save rate. The scatter plot drew 1.9K views, below the 39.9K median among AI chart posts.","implication":"At #31 of 59 @EpochAIResearch posts by score, this post trails the account's own median views of 5.3K by a 0.37x ratio. Its 99th percentile engagement rate sits against 1.9K views, #1,081 of 1,162 AI chart posts."}},"zh":{"why":[{"factor":"engagement","text":"互动率2.48%，在1162条AI图表帖中排第7，属前10%。"},{"factor":"reach-vs-company","text":"浏览量1938，仅为@EpochAIResearch中位数5278的0.37倍。"},{"factor":"launch-day","text":"发布当天4条帖子中排第2，浏览量居中。"}],"verdict":"范围小，但很受欢迎：在1162条AI图表帖中排第781。","news":{"headline":"@EpochAIResearch发GPT-4o训练图","dek":"互动率第99百分位，浏览量低于中位数。","what":"2025年8月2日，@EpochAIResearch发布1张散点图，主题为GPT-4o用9倍算力训练。当天另有3条帖子。","numbers":"浏览量1938，在1162条AI图表帖中排第1081。互动率2.48%，排第7。","lesson":"互动率第99百分位，但浏览量低于中位数：高互动未带来高浏览。","implication":"该帖互动率高于本账号中位数1.37%，但浏览量低于本账号中位数5278。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T20:16:28.916Z"}}