{"id":"5f27d2e33af2","page":"/c/5f27d2e33af2/","topic":"DeepSWE v1.1 Model Cost vs Performance","publisher":"@SemiAnalysis_","official":false,"platform":"X","publishedAt":"2026-09-08T00:00:27.000Z","model":"Gemini 3","form":"scatter","metrics":{"views":31467,"likes":249,"reposts":2,"quotes":1,"replies":1,"saves":28},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":1,"score":50,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"loved","ranks":{"score":{"industry":{"n":625,"of":1162},"company":{"n":12,"of":24}},"views":{"industry":{"n":635,"of":1162},"company":{"n":14,"of":24}},"likes":{"industry":{"n":608,"of":1162},"company":{"n":11,"of":24}},"eng":{"industry":{"n":494,"of":1162},"company":{"n":4,"of":24}},"save":{"industry":{"n":503,"of":1162},"company":{"n":15,"of":24}}},"percentiles":{"industry":{"views":0.45395869191049915,"likes":0.4771944922547332,"eng":0.5753012048192772,"save":0.5675559380378657},"company":{"views":0.4375,"likes":0.5625,"eng":0.8541666666666666,"save":0.3958333333333333}},"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":187,"views":22414,"eng":0.007772795216741405}},"ratios":{"vsCompanyViews":0.7799189520776275,"vsCompanyLikes":1.171764705882353,"viewsPerFollower":null,"viewsPerDay":901.746402007631},"followers":null,"reads":[{"at":"2026-10-12T15:18:03.931Z","views":31462,"likes":249,"reposts":2,"quotes":1,"replies":1,"saves":28,"source":"x-search-cache"},{"at":"2026-10-12T20:13:56.150Z","views":31467,"likes":249,"reposts":2,"quotes":1,"replies":1,"saves":28,"source":"x-search-cache"},{"at":"2026-10-12T20:54:59.888Z","views":31467,"likes":249,"reposts":2,"quotes":1,"replies":1,"saves":28,"source":"x-search-cache"}],"chartData":"/api/charts/5f27d2e33af2.json","copy":{"en":{"why":[{"factor":"launch-day","text":"Its #2 of 2 rank by views that day sits below the other post from @SemiAnalysis_ on September 8, 2026."},{"factor":"engagement","text":"The 0.80% engagement rate lands at the 58th percentile among AI chart posts, above the 0.73% median."},{"factor":"reach-vs-company","text":"At 31.5K views against a 40.3K company median, the ratio is 0.78x, ranked #14 of 24 @SemiAnalysis_ posts."}],"verdict":"The post sits in the Small but loved quadrant, at #625 of 1,162 AI chart posts.","news":{"headline":"@SemiAnalysis_ scatter plot on DeepSWE v1.1 cost and performance","dek":"A 10-model scatter plot from @SemiAnalysis_ drew 31.5K views and a 0.80% engagement rate, above the 0.73% median among AI chart posts.","what":"@SemiAnalysis_ posted a scatter plot on DeepSWE v1.1 model cost versus performance on September 8, 2026. It was 1 of 2 posts from the account that day, alongside a post on Google bench 2.1 vs 4.0 performance.","numbers":"The post reached 31.5K views, ranked #635 of 1,162 AI chart posts and #14 of 24 @SemiAnalysis_ posts. Its 0.80% engagement rate ranked #494 of 1,162 AI chart posts.","lesson":"A 10-model scatter plot at a 0.80% engagement rate against a 0.73% median among AI chart posts shows that dense model comparisons can hold engagement above the median even when views land below it.","implication":"At #12 of 24 @SemiAnalysis_ posts by score and 0.78x the company median views, this chart post trails the account's own reach while its 0.80% engagement rate sits above the 0.62% median for this account."}},"zh":{"why":[{"factor":"launch-day","text":"发布当天在2条帖子中排第2，浏览量低于同日另一条。"},{"factor":"engagement","text":"互动率0.80%，高于中位数0.73%，排第58百分位。"},{"factor":"reach-vs-company","text":"浏览量3.1万，仅为公司中位数4万的0.78倍。"}],"verdict":"范围小但很受欢迎，在1162条AI图表帖中排第625。","news":{"headline":"@SemiAnalysis_ DeepSWE v1.1成本性能图","dek":"浏览量低于中位数，互动率高于中位数。","what":"2026年9月8日发布1张散点图，主题为DeepSWE v1.1模型成本与性能。同日另有1条关于Google bench 2.1 vs 4.0的帖子。","numbers":"浏览量3.1万，在1162条AI图表帖中排第635，低于中位数4万。互动率0.80%，在1162条中排第494。","lesson":"互动率0.80%高于中位数0.73%，但浏览量仅为中位数的0.78倍。高互动未带来高浏览。","implication":"在@SemiAnalysis_的24条帖子中排第12，浏览量排第14。互动率高于自身中位数0.62%。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T20:18:02.382Z"}}