{"id":"28d60714da33","page":"/c/28d60714da33/","topic":"t-SNE visualizations of MCP tools by category","publisher":"Kimi (Moonshot AI)","official":true,"platform":"X","publishedAt":"2025-07-22T04:55:06.000Z","model":"Kimi K2","form":"scatter","metrics":{"views":90470,"likes":1659,"reposts":224,"quotes":27,"replies":77,"saves":404},"readAt":"2026-10-12T21:30:08.589Z","chartsInPost":4,"score":81,"scoreWeights":{"views":0.4,"likes":0.3,"eng":0.15,"save":0.15},"quadrant":"hit","ranks":{"score":{"industry":{"n":41,"of":1162},"company":{"n":6,"of":20}},"views":{"industry":{"n":403,"of":1162},"company":{"n":16,"of":20}},"likes":{"industry":{"n":189,"of":1162},"company":{"n":11,"of":20}},"eng":{"industry":{"n":16,"of":1162},"company":{"n":1,"of":20}},"save":{"industry":{"n":7,"of":1162},"company":{"n":1,"of":20}}},"percentiles":{"industry":{"views":0.6536144578313253,"likes":0.8377796901893287,"eng":0.9866609294320138,"save":0.9944061962134251},"company":{"views":0.225,"likes":0.475,"eng":0.975,"save":0.975}},"peers":{"industry":1162,"company":20,"companyName":"Kimi (Moonshot AI)"},"medians":{"industry":{"views":39945,"likes":289,"eng":0.007331788144862199,"save":0.0007642791742968587},"company":{"views":225599.5,"likes":1765.5,"eng":0.009028830610831364,"save":0.0013345762912218722},"form":{"n":108,"views":87497,"eng":0.006289672292921017}},"ratios":{"vsCompanyViews":0.4010203923324298,"vsCompanyLikes":0.9396771452846219,"viewsPerFollower":0.24760794359782798,"viewsPerDay":202.08134529831304},"followers":365376,"reads":[{"at":"2026-10-10T21:52:33.452Z","views":90467,"likes":1659,"reposts":225,"quotes":27,"replies":77,"saves":403,"source":"chart-os"},{"at":"2026-10-12T15:27:25.386Z","views":90470,"likes":1659,"reposts":224,"quotes":27,"replies":77,"saves":404,"source":"x-search-cache"}],"chartData":"/api/charts/28d60714da33.json","copy":{"en":{"why":[{"factor":"saves","text":"Its 0.45% save rate sits at the 99th percentile among AI chart posts, 5.8x the 0.076% median."},{"factor":"rank","text":"The post scores 81 and ranks #41 of 1,162 AI chart posts."},{"factor":"multi-chart-post","text":"The post carries 4 charts, and every chart in the post shares the post's numbers."}],"verdict":"It sits in the Reached and resonated quadrant at #41 of 1,162 AI chart posts.","news":{"headline":"Kimi posts t-SNE scatter plot of MCP tools by category","dek":"The July 22, 2025 post drew 90.5K views and a 0.45% save rate, the 99th percentile among AI chart posts.","what":"Kimi (Moonshot AI) published a scatter plot of t-SNE visualizations of MCP tools by category on July 22, 2025. The post carried 4 charts, including a training logits comparison and a Kimi K2 training loss curve, and it was the account's only post that day.","numbers":"It reached 90.5K views, ranking #403 of 1,162 AI chart posts against a 39.9K median. Its score of 81 ranks #41 of 1,162 AI chart posts and #6 of 20 Kimi (Moonshot AI) posts.","lesson":"A 0.45% save rate, the 99th percentile among AI chart posts, came with 4 charts in one post. The scatter plot's 27 models shown sit inside a post whose saves ran 5.8x the 0.076% median.","implication":"At #6 of 20 Kimi (Moonshot AI) posts, this chart post trails the account's own top ranks while its 0.45% save rate holds at the 99th percentile among AI chart posts."}},"zh":{"why":[{"factor":"saves","text":"收藏率0.45%，是AI图表帖中位数的5.8倍，排第7。"},{"factor":"rank","text":"综合得分81，在1162条AI图表帖中排第41。"},{"factor":"multi-chart-post","text":"帖子含4张图，每张图共用帖子数据。"}],"verdict":"传得远，也打动人，综合得分在1162条AI图表帖中排第41。","news":{"headline":"Kimi MCP工具t-SNE图收藏率居前","dek":"收藏率0.45%，为AI图表帖中位数的5.8倍。","what":"Kimi (Moonshot AI)于2025年7月22日发布一条含4张图的帖子，主题为MCP工具按类别的t-SNE可视化，同帖还有训练日志对比和损失曲线。","numbers":"浏览量9万，在1162条AI图表帖中排第403；互动率2.20%，收藏率0.45%排第7。","lesson":"收藏率0.45%达第99百分位，是AI图表帖中位数0.076%的5.8倍，但浏览量仅9万，低于中位数4万。","implication":"该帖在Kimi (Moonshot AI)的20条帖子中排第6，收藏率远超中位数，但浏览量未及中位数，属于高收藏低浏览。"}},"lane":"en:amd/DeepSeek-V4.1-Flash zh:amd/DeepSeek-V4-Flash","checkedAt":"2026-10-13T21:00:15.865Z"}}