{"id":"b5907cdb6237","page":"/c/b5907cdb6237/","topic":"AI Model Performance vs Parameters","publisher":"Z.ai","official":true,"platform":"X","publishedAt":"2025-07-28T13:57:24.000Z","model":"GLM-4","form":"scatter","metrics":{"views":20924,"likes":175,"reposts":10,"quotes":6,"replies":3,"saves":22},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":1,"score":48,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"loved","ranks":{"score":{"industry":{"n":647,"of":1162},"company":{"n":29,"of":34}},"views":{"industry":{"n":709,"of":1162},"company":{"n":30,"of":34}},"likes":{"industry":{"n":674,"of":1162},"company":{"n":30,"of":34}},"eng":{"industry":{"n":372,"of":1162},"company":{"n":5,"of":34}},"save":{"industry":{"n":399,"of":1162},"company":{"n":9,"of":34}}},"percentiles":{"industry":{"views":0.39027538726333905,"likes":0.42039586919104993,"eng":0.6802925989672978,"save":0.6570567986230637},"company":{"views":0.1323529411764706,"likes":0.1323529411764706,"eng":0.8676470588235294,"save":0.75}},"peers":{"industry":1162,"company":34,"companyName":"Z.ai"},"medians":{"industry":{"views":39945,"likes":289,"eng":0.007331788144862199,"save":0.0007642791742968587},"company":{"views":201224.5,"likes":985.5,"eng":0.005574811911403666,"save":0.0007534579749246171},"form":{"n":187,"views":22414,"eng":0.007772795216741405}},"ratios":{"vsCompanyViews":0.10398336186696948,"vsCompanyLikes":0.17757483510908167,"viewsPerFollower":0.1265995873594027,"viewsPerDay":47.4129096276526},"followers":165277,"reads":[{"at":"2026-10-12T15:41:17.185Z","views":20924,"likes":175,"reposts":10,"quotes":6,"replies":3,"saves":22,"source":"x-search-cache"},{"at":"2026-10-12T20:32:09.336Z","views":20924,"likes":175,"reposts":10,"quotes":6,"replies":3,"saves":22,"source":"x-search-cache"}],"chartData":"/api/charts/b5907cdb6237.json","copy":{"en":{"why":[{"factor":"reach-vs-company","text":"Its 20.9K views sit at 0.10x Z.ai's 201K median, ranking #30 of 34 Z.ai posts."},{"factor":"launch-day","text":"Posted on a day the account made 3 posts, it finished #3 of 3 by views that day."},{"factor":"engagement","text":"Its 0.93% engagement rate is 1.3x the 0.73% median among AI chart posts, at the 68th percentile."}],"verdict":"It sits in the Small but loved quadrant, at #647 of 1,162 AI chart posts by score.","news":{"headline":"Z.ai scatter plot maps SWE-bench Verified against model parameters","dek":"A single scatter plot from Z.ai on July 28, 2025 drew 20.9K views and a 0.93% engagement rate, above the AI chart median.","what":"Z.ai posted one scatter plot on July 28, 2025, covering SWE-bench Verified performance across model parameters. The account made 3 posts that day, including one on LLM performance evaluation and one on GLM-4.5 agentic coding.","numbers":"The post reached 20.9K views, #709 of 1,162 AI chart posts, and scored #647 of 1,162 AI chart posts. Among Z.ai posts it ranked #30 of 34 by views.","lesson":"A 9-model scatter plot drew 20.9K views against a 39.9K median among AI chart posts, while its 0.11% save rate stayed low. The 0.93% engagement rate, 1.3x the AI chart median, shows the scatter plot drew reactions rather than saves.","implication":"At #29 of 34 Z.ai posts by score, this scatter plot sits near the bottom of the account's own range. Its 20.9K views against the 201K Z.ai median leave a 0.10x gap for a chart on a 3-post day."}},"zh":{"why":[{"factor":"reach-vs-company","text":"浏览量2.1万，仅为Z.ai中位数20.1万的0.10倍，在34条帖子中排第30。"},{"factor":"launch-day","text":"发布当天3条帖子中排第3，浏览量低于同日的134万和3.8万。"},{"factor":"engagement","text":"互动率0.93%，高于AI图表帖中位数0.73%，为1.3倍，排第68百分位。"}],"verdict":"范围小但很受欢迎，在1162条AI图表帖中排第647。","news":{"headline":"Z.ai模型对比图浏览量低但互动率高","dek":"浏览量低于中位数，互动率高于中位数。","what":"Z.ai于2025年7月28日发布1张散点图，对比9个模型的性能与参数。同日还有2条帖子，分别获134万和3.8万浏览量。","numbers":"浏览量2.1万，在1162条AI图表帖中排第709，低于中位数4万。互动率0.93%，排第372。","lesson":"互动率0.93%是AI图表帖中位数0.73%的1.3倍，但浏览量仅为公司中位数的0.10倍。","implication":"高互动率未能弥补低浏览量，帖子在Z.ai的34条中排第29，属于范围小但受欢迎。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T21:01:31.118Z"}}