[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$f25xf2wvgswubq":3,"$f1s7inqhph3ub8":24,"$f3odw8703gssue":26,"$f3bozd9t0c8phw":30,"$f8ypa021er9qz":43,"$f113hfob9wbpxl":45},{"id":4,"name":5,"publisher":6,"paramsB":7,"useCase":8,"licenseStatus":9,"licenseUrl":10,"sourceUrl":11,"descriptionZh":12,"descriptionEn":13,"imageUrl":10,"downloadUrls":14,"stats":15,"variants":18,"derivations":19,"measuredHardware":22,"updatedAt":23},98,"Kimi-K3.1-Pro","Moonshot AI",2800,"CHAT","RESTRICTED",null,"https:\u002F\u002Fwww.kimi.ai\u002Fblog\u002Fkimi-k3-1-pro","月之暗面（Moonshot AI）于 2026-10-23 发布的 Kimi K3 系列首个模型 Kimi K3.1 Pro——K3 的后训练版本，官方定位「迄今最强的 3T 级开放权重模型」：**2.8T 总参 \u002F 104B 激活**，上下文 **1,048,576 token（1M）**，原生多模态（文本\u002F图像\u002F视频）。发布评测：Terminal-Bench 4.0 **65.7%**（高于 GPT-6 Astra 58.2%，略低于 Claude Opus 5.5 66.4%）、Kimi Code Bench 3.0 Long-horizon 61.2%（前代 K3 为 55.95%）、BenchCAD（带工具）92.7%（Claude Opus 5.5 96.2% \u002F GPT-6 Astra 95.9%）、OfficeQA Pro v2 64.4（SOTA）、Finance 与 3D 制作能力同步升级。官方定价（每百万 token）：输入 **$2.00**、输出 **$10.00**、缓存命中输入 $0.20、缓存写入 5 分钟 $2.00 \u002F 1 小时 $4.00——较前代 K3（$3.00 \u002F $15.00）降约 33%。API 今日可用（kimi-k3.1-pro），另发 Highspeed 版（2-3 倍速，$4.00 \u002F $20.00）。**权重官方承诺 11 月 4 日前放出**，站内按 RESTRICTED 口径收录，零实测记录。","Kimi K3.1 Pro, the first model in the Kimi K3 series from Moonshot AI, released 2026-10-23 — a post-trained version of K3 billed as the company's most capable 3T-class open-weight model to date: **2.8T total \u002F 104B active** parameters, a **1,048,576-token (1M) context window** and native multimodality (text\u002Fimage\u002Fvideo). Release evaluations: Terminal-Bench 4.0 **65.7%** (ahead of GPT-6 Astra at 58.2%, just behind Claude Opus 5.5 at 66.4%), Kimi Code Bench 3.0 Long-horizon 61.2% (K3 scored 55.95%), BenchCAD with tools 92.7% (Claude Opus 5.5 96.2%, GPT-6 Astra 95.9%), and a state-of-the-art 64.4 on OfficeQA Pro v2, with matching upgrades in finance and 3D creation. Official pricing per million tokens: input **$2.00**, output **$10.00**, cached input $0.20, cache write $2.00 for 5 minutes \u002F $4.00 for 1 hour — roughly 33% below the previous K3 ($3.00 \u002F $15.00). The API is live today as kimi-k3.1-pro, alongside a Highspeed variant (2-3x faster, $4.00 \u002F $20.00). **The full weights are promised by Nov 4**, so the site logs it under the RESTRICTED convention with zero on-site runs.",[],{"recordCount":16,"variantCount":16,"hardwareCount":16,"unlinkedRecordCount":16,"evidence":17},0,{"L0":16,"L1":16,"L2":16},[],{"parents":20,"children":21},[],[],[],"2026-10-24T01:42:21.457Z",{"favorited":25},false,{"items":27,"total":16,"page":28,"pageSize":29},[],1,50,{"items":31,"total":28,"page":28,"pageSize":42},[32],{"id":33,"type":34,"title":35,"excerpt":36,"author":37,"replyCount":39,"createdAt":40,"lastRepliedAt":10,"resolvedAt":10,"editedAt":10,"model":41,"hardware":10,"variant":10,"record":10},46,"HELP","Kimi K3.1 Pro 现在只有 API：站内按 RESTRICTED 零实测收录，这个口径对不对？11 月 4 日权重出来后要不要改判？","月之暗面 10-23 发的 Kimi K3.1 Pro，2.8T-A104B、1M 上下文、Terminal-Bench 4.0 65.7%、BenchCAD 92.7%、OfficeQA Pro v2 64.4，定价输入 $2.00 \u002F ",{"nickname":38,"avatarUrl":10},"matrix_w",3,"2026-10-24T01:48:47.091Z",{"name":5},20,{"items":44},[],{"items":46,"total":28,"page":28,"pageSize":39},[47],{"slug":48,"category":49,"publishedAt":50,"titleZh":51,"titleEn":52,"summaryZh":53,"summaryEn":54,"models":55,"hardwares":66},"kimi-k31-pro-2026-10-24","NEWS","2026-10-24T10:00:00.000Z","Kimi K3.1 Pro 发布：2.8T-A104B、1M 上下文、每百万 token 输入 $2","Kimi K3.1 Pro ships: 2.8T-A104B, a 1M-token context and $2 per million input tokens","10 月 23 日月之暗面发布 Kimi K3 系列首个模型 K3.1 Pro——K3 的后训练版，2.8T 总参 \u002F 104B 激活，1,048,576 token 上下文，原生多模态。Terminal-Bench 4.0 拿到 65.7%（高于 GPT-6 Astra 的 58.2%）。官方定价输入 $2.00 \u002F 输出 $10.00（每百万 token），较前代 K3 降约 33%；另发 2-3 倍速的 Highspeed 版（$4 \u002F $20）。权重承诺 11 月 4 日前放出，站内按 RESTRICTED 口径收录，零实测记录。","Moonshot AI released Kimi K3.1 Pro on Oct 23, the K3 series' first model — a post-trained K3 with 2.8T total \u002F 104B active parameters, a 1M-token context and native multimodality. It scores 65.7% on Terminal-Bench 4.0, ahead of GPT-6 Astra at 58.2%. Pricing is $2.00 input \u002F $10.00 output per million tokens, about 33% below the previous K3, plus a 2-3x faster Highspeed build at $4 \u002F $20. Weights are promised by Nov 4, so the site logs it under the RESTRICTED convention with zero runs.",[56,59,62,63],{"id":57,"name":58},47,"Qwen3.6-35B-A3B",{"id":60,"name":61},73,"Kimi-K3",{"id":4,"name":5},{"id":64,"name":65},99,"Kimi-K3.1-Pro-Highspeed",[]]