{"id":"a6fe0284a13e","page":"/c/a6fe0284a13e/","topic":"Token Throughput per GPU vs. Interactivity","publisher":"@SemiAnalysis_","official":false,"platform":"X","publishedAt":"2026-02-25T02:00:46.000Z","model":"DeepSeek R1","form":"scatter","metrics":{"views":2746,"likes":10,"reposts":0,"quotes":0,"replies":1,"saves":1},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":2,"score":11,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"quiet","ranks":{"score":{"industry":{"n":1148,"of":1162},"company":{"n":24,"of":24}},"views":{"industry":{"n":1048,"of":1162},"company":{"n":24,"of":24}},"likes":{"industry":{"n":1115,"of":1162},"company":{"n":22,"of":24}},"eng":{"industry":{"n":955,"of":1162},"company":{"n":19,"of":24}},"save":{"industry":{"n":947,"of":1162},"company":{"n":20,"of":24}}},"percentiles":{"industry":{"views":0.09853700516351119,"likes":0.0378657487091222,"eng":0.17857142857142858,"save":0.18545611015490535},"company":{"views":0.020833333333333332,"likes":0.10416666666666667,"eng":0.22916666666666666,"save":0.1875}},"peers":{"industry":1162,"company":24,"companyName":"@semianalysis_"},"medians":{"industry":{"views":39945,"likes":289,"eng":0.007331788144862199,"save":0.0007642791742968587},"company":{"views":40346.5,"likes":212.5,"eng":0.0062466201307562995,"save":0.001023405708315584},"form":{"n":68,"views":73692,"eng":0.006568549381975924}},"ratios":{"vsCompanyViews":0.06806042655496759,"vsCompanyLikes":0.047058823529411764,"viewsPerFollower":null,"viewsPerDay":11.948893875848306},"followers":null,"reads":[{"at":"2026-10-12T15:37:14.645Z","views":2746,"likes":10,"reposts":0,"quotes":0,"replies":1,"saves":1,"source":"x-search-cache"}],"chartData":"/api/charts/c48f0c87065f.json","copy":{"en":{"why":[{"factor":"reach-vs-company","text":"Its 2.7K views are 0.07x this company's 40.3K median, ranking #24 of 24 @SemiAnalysis_ posts."},{"factor":"rank","text":"The score of 11 sits at #1,148 of 1,162 AI chart posts and #24 of 24 @SemiAnalysis_ posts."},{"factor":"engagement","text":"Engagement of 0.40% is 0.55x the 0.73% median among AI chart posts, at the 18th percentile."}],"verdict":"It lands in the Quiet quadrant, at #1,148 of 1,162 AI chart posts.","news":{"headline":"@SemiAnalysis_ scatter plot on token throughput per GPU","dek":"A 16-model scatter plot on token throughput per GPU against interactivity drew 2.7K views and a 0.40% engagement rate.","what":"@SemiAnalysis_ posted a scatter plot on token throughput per GPU vs. interactivity for DeepSeek R1 on February 25, 2026. The post carried 2 charts, the other being TCO per GPU vs Interactivity, and came with 1 other post that day.","numbers":"It reached 2.7K views, #1,048 of 1,162 AI chart posts, against a 39.9K median among AI chart posts. Its score of 11 ranked #1,148 of 1,162 AI chart posts and #24 of 24 @SemiAnalysis_ posts.","lesson":"A 16-model scatter plot drew 2.7K views, 0.07x this company's 40.3K median, and a 0.40% engagement rate against a 0.73% median among AI chart posts. The chart shows token throughput per GPU values from 700 to 1900.","implication":"At #24 of 24 @SemiAnalysis_ posts and #1,148 of 1,162 AI chart posts, this scatter plot sits below the account's own 40.3K median views. The 0.40% engagement rate is 0.55x the 0.73% median among AI chart posts."}},"zh":{"why":[{"factor":"reach-vs-company","text":"浏览量2746，仅为@SemiAnalysis_中位数4万的0.07倍，排第24。"},{"factor":"rank","text":"得分11，在1162条AI图表帖中排第1148，处于末位。"},{"factor":"engagement","text":"互动率0.40%，为AI中位数0.73%的0.55倍，排第955。"}],"verdict":"安静象限，得分在1162条AI图表帖中排第1148。","news":{"headline":"@SemiAnalysis_散点图浏览量垫底","dek":"Token吞吐对比图，浏览量2746，互动率0.40%。","what":"2026年2月25日，@SemiAnalysis_发布2张图表，主题为Token Throughput per GPU vs. Interactivity，含16个模型配置。同日另有1张TCO对比图。","numbers":"浏览量2746，在1162条AI图表帖中排第1048；得分11，排第1148。互动率0.40%，排第955。","lesson":"浏览量仅为公司中位数4万的0.07倍，收藏率0.036%，远低于AI中位数。","implication":"在@SemiAnalysis_的24条帖子中排第24，后续3月20日同主题帖子浏览量达19.8万，差距明显。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T21:01:51.181Z"}}