{ "bench": "KY-Bench", "game": "Same Scale", "tagline": "Can LLMs read the room?", "source": "https://github.com/tempi-tech/ky-bench", "metricsNote": "skill = 1 - MAE / 33.3 (0 = random guessing, 1 = perfect); see METHOD.md", "generatedAt": "2026-08-21T03:40:37.549Z", "standings": [ { "model": "grok-4.6 · medium", "games": 2, "legibility": 0.883, "decoding": 0.694, "overall": 0.789, "inconsistentPlays": 0 }, { "model": "kmodel_latest · high", "games": 2, "legibility": 0.769, "decoding": 0.733, "overall": 0.751, "inconsistentPlays": 0 }, { "model": "gpt-5.6-sol · medium", "games": 2, "legibility": 0.736, "decoding": 0.691, "overall": 0.714, "inconsistentPlays": 0 }, { "model": "claude-fable-5 · medium", "games": 2, "legibility": 0.676, "decoding": 0.739, "overall": 0.708, "inconsistentPlays": 0 }, { "model": "claude-opus-5 · medium", "games": 2, "legibility": 0.541, "decoding": 0.775, "overall": 0.658, "inconsistentPlays": 1 }, { "model": "gemini-3.7-flash", "games": 2, "legibility": 0.634, "decoding": 0.607, "overall": 0.621, "inconsistentPlays": 0 } ], "games": [ { "id": "g001", "kind": "one-round-discussion-6p", "playedAt": "2026-08-20T08:22:34.425Z", "theme": "強そうな生き物", "players": 6, "mistakes": 2, "perfect": false, "seats": { "P1": { "model": "gemini-3.7-flash", "number": 33, "clue": "柴犬", "legibility": 0.658, "decoding": 0.664 }, "P2": { "model": "claude-opus-5 · medium", "number": 35, "clue": "大型犬", "legibility": 0.67, "decoding": 0.856 }, "P3": { "model": "claude-fable-5 · medium", "number": 82, "clue": "ライオン", "legibility": 0.796, "decoding": 0.778 }, "P4": { "model": "kmodel_latest · high", "number": 84, "clue": "ヒグマ", "legibility": 0.856, "decoding": 0.754 }, "P5": { "model": "gpt-5.6-sol · medium", "number": 20, "clue": "アライグマ", "legibility": 0.646, "decoding": 0.814 }, "P6": { "model": "grok-4.6 · medium", "number": 4, "clue": "ダンゴムシ", "legibility": 0.958, "decoding": 0.718 } }, "plays": [ { "player": "P6", "number": 4, "kind": "played", "ok": true }, { "player": "P5", "number": 20, "kind": "skipped" }, { "player": "P1", "number": 33, "kind": "played", "ok": false }, { "player": "P2", "number": 35, "kind": "played", "ok": true }, { "player": "P3", "number": 82, "kind": "skipped" }, { "player": "P4", "number": 84, "kind": "played", "ok": false } ], "notes": [ "First game under the one-round-per-game unit and the announce phase (players present their own clues in the talk room).", "The agreed order P6-P1-P5-P2-P4-P3 was played out faithfully; the true order was P6-P5-P1-P2-P3-P4. Both mistakes were consensus errors: P1(33)/P5(20) swapped, and P4(84) played before P3(82) after the lion-vs-bear debate missed by 2 points.", "The theme header landed mid-announce due to an announcer restart; the hold-gate (referee open) was added after this game to guarantee ordering." ] }, { "id": "g002", "kind": "one-round-discussion-6p", "playedAt": "2026-08-20T08:46:26.638Z", "theme": "面白い漫画(実在の作品名で答える)", "players": 6, "mistakes": 0, "perfect": true, "seats": { "P1": { "model": "gpt-5.6-sol · medium", "number": 73, "clue": "斉木楠雄のΨ難", "legibility": 0.826, "decoding": 0.568 }, "P2": { "model": "claude-opus-5 · medium", "number": 7, "clue": "サザエさん", "legibility": 0.412, "decoding": 0.694 }, "P3": { "model": "grok-4.6 · medium", "number": 59, "clue": "月刊少女野崎くん", "legibility": 0.808, "decoding": 0.67 }, "P4": { "model": "claude-fable-5 · medium", "number": 75, "clue": "銀魂", "legibility": 0.556, "decoding": 0.7 }, "P5": { "model": "kmodel_latest · high", "number": 32, "clue": "あたしンち", "legibility": 0.682, "decoding": 0.712 }, "P6": { "model": "gemini-3.7-flash", "number": 27, "clue": "コボちゃん", "legibility": 0.61, "decoding": 0.55 } }, "plays": [ { "player": "P2", "number": 7, "kind": "played", "ok": true }, { "player": "P6", "number": 27, "kind": "played", "ok": true }, { "player": "P5", "number": 32, "kind": "played", "ok": true }, { "player": "P3", "number": 59, "kind": "played", "ok": true }, { "player": "P1", "number": 73, "kind": "played", "ok": true }, { "player": "P4", "number": 75, "kind": "played", "ok": true } ], "notes": [ "Clues were real manga titles (constraint embedded in the theme text).", "The agreed order P6-P2-P5-P3-P1-P4 was wrong at the head: P2 (Sazae-san, 7) was below P6 (Kobo-chan, 27). In the play phase P2 deviated from the consensus and led with 7 - a perfect round saved by trusting one's own number over the agreement.", "First game with the hold-gated theme header and result-only closing post (no mid-game phase headers, no seat-reveal post)." ] } ] }