{
 "about": "Hacker News reactions to Moonshot's Kimi K3.1 Pro (launched 23 October 2026; weights announced 4 November), labelled for the Spring Prompt first look.",
 "collected": "2026-11-05",
 "source": "Every top-level comment on: https://news.ycombinator.com/item?id=50212065, https://news.ycombinator.com/item?id=50366999",
 "labelled_by": "Claude (claude-opus-5-5, Anthropic), against the rubric below, in a single pass; no second-pass check was done",
 "rubric": "Label each top-level comment by its author's overall stance on the model (the model, its launch, price, speed, limits or weights). positive: mainly approving or excited, including good results in the author's own tests. mixed: clear praise and clear criticism, or 'good but...'. negative: mainly critical or disappointed, including weak results in the author's own tests. neutral: questions, facts with no opinion, conditional 'if true' comments, jokes with no stance. off_topic: about something else (naming schemes, the advert, other models, AI politics, the industry). Judge the comment's own text, not its replies. When unsure between two labels, choose the less extreme. OpenAI or Moonshot staff are neutral and flagged, and left out of the counts.",
 "hacker_news": [
  {
   "url": "https://news.ycombinator.com/item?id=50212202",
   "author": "shaohua",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212231",
   "author": "SomeonesAccount",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212238",
   "author": "Jowsey",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212291",
   "author": "rafaelero",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212301",
   "author": "rudolftheone",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212303",
   "author": "volf_",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212311",
   "author": "brianritz",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212318",
   "author": "throwa356262",
   "date": "2026-10-23",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212321",
   "author": "Aboutplants",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212324",
   "author": "TuxSH",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212343",
   "author": "moecables",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212357",
   "author": "wolttam",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212365",
   "author": "rudolftheone",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212403",
   "author": "Super3000",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212404",
   "author": "cesarvarela",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212407",
   "author": "rvz",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212415",
   "author": "throwa356262",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212423",
   "author": "mixtureoftakes",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212447",
   "author": "wkcheng",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212449",
   "author": "cosmojg",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212457",
   "author": "chrsw",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212471",
   "author": "I_am_tiberius",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212489",
   "author": "daviTeodoro",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212521",
   "author": "LZ_Khan",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212523",
   "author": "cogman10",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212532",
   "author": "dude250711",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212538",
   "author": "WASDx",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212563",
   "author": "johnmlussier",
   "date": "2026-10-23",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212575",
   "author": "Tiberium",
   "date": "2026-10-23",
   "label": "mixed"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212591",
   "author": "kingjimmy",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212605",
   "author": "WithinReason",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212632",
   "author": "minimaxir",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212691",
   "author": "scotty79",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212716",
   "author": "dcchambers",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212786",
   "author": "cardboard9926",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212796",
   "author": "yipinwong",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212826",
   "author": "dom96",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212829",
   "author": "sergiotapia",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212852",
   "author": "threepts",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212857",
   "author": "Athanase000",
   "date": "2026-10-23",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212874",
   "author": "arjie",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212893",
   "author": "pcwelder",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212945",
   "author": "gadtfly",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212982",
   "author": "hartator",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50212996",
   "author": "AmazingTurtle",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213019",
   "author": "codeulike",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213082",
   "author": "henry700",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213093",
   "author": "minimaxir",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213167",
   "author": "doctoboggan",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213189",
   "author": "kocial",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213204",
   "author": "besterman23",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213294",
   "author": "tonyhart7",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213462",
   "author": "peri-cl",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213549",
   "author": "jiraiyasarutobi",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213574",
   "author": "Haunt1000",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213608",
   "author": "cromka",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213831",
   "author": "jamienk",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213879",
   "author": "MrBuddyCasino",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213887",
   "author": "guybedo",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213894",
   "author": "maxdo",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50213970",
   "author": "rglover",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214157",
   "author": "LZ_Khan",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214254",
   "author": "hippycruncher22",
   "date": "2026-10-23",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214393",
   "author": "vikramkr",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214409",
   "author": "willmorrison",
   "date": "2026-10-23",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214423",
   "author": "Quitschquat",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214455",
   "author": "KronisLV",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50214481",
   "author": "dom96",
   "date": "2026-10-23",
   "label": "mixed"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50215149",
   "author": "chvid",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50215371",
   "author": "pattt",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50215774",
   "author": "calgoo",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216038",
   "author": "Flatcircle",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216342",
   "author": "thefourthchime",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216358",
   "author": "the_real_cher",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216574",
   "author": "ndm000",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216765",
   "author": "lucagiftzek",
   "date": "2026-10-23",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216868",
   "author": "simondotau",
   "date": "2026-10-23",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50216963",
   "author": "nicolamanzini",
   "date": "2026-10-23",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50217036",
   "author": "ranyume",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50217169",
   "author": "ricky_risky",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50217261",
   "author": "alexdykyi",
   "date": "2026-10-24",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50217436",
   "author": "chriddyp",
   "date": "2026-10-24",
   "label": "mixed"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50217547",
   "author": "keyle",
   "date": "2026-10-24",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50217781",
   "author": "a3nz3g",
   "date": "2026-10-24",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50218113",
   "author": "sann2011",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50218362",
   "author": "secondary_op",
   "date": "2026-10-24",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50218495",
   "author": "jackbeanstalk20",
   "date": "2026-10-24",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50219168",
   "author": "mrlonglong",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50219311",
   "author": "aojharaj2004",
   "date": "2026-10-24",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50219349",
   "author": "angry_octet",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50219629",
   "author": "mf_kevintruong",
   "date": "2026-10-24",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50220177",
   "author": "suncore",
   "date": "2026-10-24",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50220520",
   "author": "nikharminds",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50220620",
   "author": "alwinaugustin",
   "date": "2026-10-24",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50220811",
   "author": "simonw",
   "date": "2026-10-24",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50221022",
   "author": "ielillo",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50223821",
   "author": "gigatexal",
   "date": "2026-10-24",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50226018",
   "author": "XCSme",
   "date": "2026-10-24",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50227620",
   "author": "wren6991",
   "date": "2026-10-25",
   "label": "off_topic"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50238165",
   "author": "_s_a_m_",
   "date": "2026-10-26",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50367828",
   "author": "__jf__",
   "date": "2026-11-04",
   "label": "mixed"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50368507",
   "author": "segmondy",
   "date": "2026-11-04",
   "label": "negative"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50368549",
   "author": "tgtweak",
   "date": "2026-11-04",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369223",
   "author": "throwa356262",
   "date": "2026-11-04",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369531",
   "author": "purplemantis",
   "date": "2026-11-04",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369602",
   "author": "minimaxir",
   "date": "2026-11-04",
   "label": "neutral"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369609",
   "author": "speedping",
   "date": "2026-11-04",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369622",
   "author": "lacoolj",
   "date": "2026-11-04",
   "label": "mixed"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369634",
   "author": "dmckinno",
   "date": "2026-11-04",
   "label": "positive"
  },
  {
   "url": "https://news.ycombinator.com/item?id=50369640",
   "author": "pmdr",
   "date": "2026-11-04",
   "label": "off_topic"
  }
 ]
}