{"id":"cf558ddbd8d4","page":"/c/cf558ddbd8d4/","topic":"Vibe Code Bench v1.1 - SWE Atlas Codebase","publisher":"Meta","official":true,"platform":"X","publishedAt":"2026-07-09T14:10:40.000Z","model":"Muse Spark","form":"bar","metrics":{"views":13838,"likes":131,"reposts":6,"quotes":0,"replies":1,"saves":7},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":1,"score":40,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"loved","ranks":{"score":{"industry":{"n":751,"of":1162},"company":{"n":25,"of":31}},"views":{"industry":{"n":771,"of":1162},"company":{"n":21,"of":31}},"likes":{"industry":{"n":734,"of":1162},"company":{"n":21,"of":31}},"eng":{"industry":{"n":314,"of":1162},"company":{"n":10,"of":31}},"save":{"industry":{"n":819,"of":1162},"company":{"n":26,"of":31}}},"percentiles":{"industry":{"views":0.33691910499139416,"likes":0.3683304647160069,"eng":0.7302065404475043,"save":0.29561101549053354},"company":{"views":0.3387096774193548,"likes":0.3387096774193548,"eng":0.6935483870967742,"save":0.1774193548387097}},"peers":{"industry":1162,"company":31,"companyName":"Meta"},"medians":{"industry":{"views":39945,"likes":289,"eng":0.007331788144862199,"save":0.0007642791742968587},"company":{"views":36361,"likes":191,"eng":0.008121046332706446,"save":0.0008518547200495625},"form":{"n":241,"views":25600,"eng":0.007940930621342993}},"ratios":{"vsCompanyViews":0.3805725915128847,"vsCompanyLikes":0.6858638743455497,"viewsPerFollower":0.015990958717949904,"viewsPerDay":145.19670659352846},"followers":865364,"reads":[{"at":"2026-10-12T15:08:15.438Z","views":13838,"likes":131,"reposts":6,"quotes":0,"replies":1,"saves":7,"source":"x-search-cache"}],"chartData":"/api/charts/cf558ddbd8d4.json","copy":{"en":{"why":[{"factor":"views-per-follower","text":"Its 0.016 views per follower sits at 0.08x the 0.20 median across posts with known followers, a 9th percentile mark."},{"factor":"launch-day","text":"Posted on a day the account ran 4 posts, it finished #4 of 4 by views that day."},{"factor":"reach-vs-company","text":"At 13.8K views it reached 0.38x Meta's 36.4K company median, ranking #21 of 31 Meta posts."}],"verdict":"The post sits in the Small but loved quadrant, at #751 of 1,162 AI chart posts by score.","news":{"headline":"Meta posts Vibe Code Bench v1.1 bar chart for Muse Spark 1.1","dek":"A 2-model bar chart from Meta drew 13.8K views, below the 39.9K median among AI chart posts, with a 1.00% engagement rate.","what":"Meta published a bar chart on July 9, 2026 covering Vibe Code Bench v1.1 and SWE Atlas Codebase, with 2 models shown. It was one of 4 posts from the account that day, alongside 3 others.","numbers":"It reached 13.8K views, ranking #771 of 1,162 AI chart posts by views and #25 of 31 Meta posts by score. Its score rank among all AI chart posts is #751 of 1,162.","lesson":"The chart shows printed values from 19.7 to 72.2 across 2 models, and the post's 0.051% save rate came with 13.8K views against a 39.9K median. A 2-model bar chart at 1 chart in the post drew 131 likes at a 1.00% engagement rate.","implication":"At #25 of 31 Meta posts by score and #21 of 31 by views, this chart sits below the account's own company median of 36.4K views. The 0.38x gap to that median and the 0.08x gap to the 0.20 views-per-follower median mark it as a bottom-decile reach post."}},"zh":{"why":[{"factor":"views-per-follower","text":"浏览量仅为1.4万，是粉丝数的0.016倍，低于中位数的0.08倍，排第9百分位。"},{"factor":"launch-day","text":"发布当天4条帖子中排第4，浏览量最低，低于同日其他3条帖子。"},{"factor":"reach-vs-company","text":"浏览量1.4万，仅为Meta中位数3.6万的0.38倍，在31条中排第21。"}],"verdict":"范围小，但很受欢迎；在1162条AI图表帖中排第751。","news":{"headline":"Meta图表帖浏览量低但互动率尚可","dek":"浏览量低于中位数，互动率不低于中位数。","what":"Meta于2026年7月9日发布1张柱状图，对比Muse Spark 1.1与Muse Spark在Vibe Code Bench v1.1和SWE Atlas上的得分。同日还有3条其他帖子。","numbers":"浏览量1.4万，在1162条AI图表帖中排第771，低于中位数4万。互动率1.00%，收藏率0.051%。","lesson":"浏览量低但互动率不低，属于范围小但受欢迎。收藏率0.051%，低于中位数，但互动率1.00%未低于中位数。","implication":"在Meta的31条帖子中排第25，低于公司中位数3.6万。后续8月10日帖子浏览量达144万，显示此类内容有提升空间。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T21:01:54.342Z"}}