{ "aggregates": { "male_count": 35, "female_count": 10, "male_attractiveness_mean": 7.514285714285714, "male_attractiveness_stdev": 0.6490180966628885, "female_attractiveness_mean": 7.5, "female_attractiveness_stdev": 0.5, "male_weighted_mean": 7.697142857142858, "female_weighted_mean": 7.68, "lipsync_adherence_mean": 7.622222222222222, "prompt_adherence_mean": 8.311111111111112, "failure_tag_histogram": { "narrow_shoulders": 2, "boyish_when_mature_intended": 2, "weak_frame": 2, "eyes_averted": 14, "bad_skin": 2, "soft_jawline": 6, "low_chemistry": 8, "mouth_closed": 2, "off_angle": 1, "wrong_age_range": 1, "generic_face": 3, "awkward_expression": 1 }, "axes": [ [ "attractiveness", 0.6 ], [ "prompt_adherence", 0.2 ], [ "lipsync_adherence", 0.2 ] ] }, "evaluations": [ { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Sharp angular jawline and intense brooding dark eyes with direct gaze are real standouts. Wavy auburn-brown hair with natural texture adds character. But narrow shoulders and lean arms exposed in tank top read weak-frame, and face skews early-20s/boyish rather than late-20s grounded.", "failure_tags": [ "narrow_shoulders", "boyish_when_mature_intended", "weak_frame" ], "persona_id": "m01", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "Two clear standouts: deep-set dark eyes with genuine brooding intensity, and naturally tousled medium-length brown hair with strong texture. Jaw is moderate\u2014present but not sharp enough to push to 8. Minor skin blemishes visible on cheeks.", "failure_tags": [ "eyes_averted", "bad_skin" ], "persona_id": "m01", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 7.800000000000001, "reason": "Direct, confident eye contact with warm dark-brown eyes pulls you in \u2014 genuine standout. Visible bicep and shoulder roundness in the tank confirms athletic build. Held back by a softer, rounded jawline that lacks the definition to push past 7.", "failure_tags": [ "soft_jawline" ], "persona_id": "m02", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 7.4, "reason": "Defined jaw with light stubble gives real masculine edge; direct warm brown-eyed gaze with a half-smirk has pull; natural dark curls frame face well. Two solid standouts but frame reads lean\u2014not gym-built. Right swipe, not a scroll-stopper.", "failure_tags": [ "weak_frame" ], "persona_id": "m02", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Two clear standouts: clean symmetrical face with defined cheekbones and good bone structure; naturally textured dark hair with real volume and movement. Nothing stops the scroll \u2014 jawline decent but not sharp, no single wow feature. Above average, not memorable.", "failure_tags": [ "eyes_averted", "low_chemistry" ], "persona_id": "m03", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 10, "lipsync_adherence": 9, "weighted_score": 8.6, "reason": "Soft monolid eyes with quiet brooding intensity, well-defined cheekbone structure that gives the face real shape, and flawless editorial-quality skin \u2014 three clean standouts. Lean frame partially visible. Would stop my scroll.", "failure_tags": [], "persona_id": "m03", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 8.0, "reason": "Sharp angular jawline with clean definition, broad athletic shoulders visibly filling the fitted shirt showing a V-taper, and direct confident eye contact that reads as genuinely magnetic. Solid 8 \u2014 I'd go. Forearm tattoos from persona not visible; sleeves obscure them.", "failure_tags": [], "persona_id": "m04", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Sharp angular jawline, broad shoulders filling the fitted shirt with visible musculature, intense direct dark-eyed gaze that holds attention, and clean athletic V-taper visible even seated. Four clear standouts \u2014 legitimate top 15%.", "failure_tags": [ "bad_skin" ], "persona_id": "m04", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 8.0, "reason": "Sharp-angled jaw with light stubble, warm brown eyes holding direct gaze with genuine chemistry, naturally textured tousled dark hair framing face cleanly \u2014 three clear standouts. Disarming boyish smile is a bonus. Tattoos read as light forearm pieces, not a true half-sleeve.", "failure_tags": [], "persona_id": "m05", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 8.0, "reason": "Sharp angular jawline with scruff, warm deep-set hazel eyes with solid symmetry, tousled mid-length dark waves framing the face perfectly. Three clear standouts. Lean frame is fine but not broad. Plain black tee, not a band tee; tattoo present but not full half-sleeve.", "failure_tags": [], "persona_id": "m05", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline with hard edge definition; deep-set dark eyes delivering genuine intensity under a strong brow ridge; broad shoulders with visible chest through open suit creating a dominant V-frame; distinguished salt-and-pepper wavy hair adding calibrated maturity. Mouth gap borderline\u2014nearly closed.", "failure_tags": [ "mouth_closed" ], "persona_id": "m06", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.8, "reason": "Sharp angular jawline with clean definition, deep-set intense brown eyes delivering a commanding direct gaze, thick salt-and-pepper hair swept back adding distinguished authority. Runs ~40 not 35, but the overall face is genuinely compelling.", "failure_tags": [ "off_angle", "wrong_age_range" ], "persona_id": "m06", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Two specific standouts: porcelain-smooth clear skin with fine texture, and warm expressive dark eyes with soft shape. Held back by a notably soft jawline and passive, low-chemistry expression \u2014 sweet but won't stop the scroll.", "failure_tags": [ "soft_jawline", "low_chemistry" ], "persona_id": "m07", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Two clear standouts: (1) exceptionally smooth, even-toned clear skin with natural warmth; (2) naturally tousled dark hair with genuine texture and movement. Held back by soft, under-defined jawline and flat neutral expression \u2014 not the 'sweet open' energy promised.", "failure_tags": [ "soft_jawline", "low_chemistry" ], "persona_id": "m07", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 7.4, "reason": "Two clear standouts: visibly defined deltoid/bicep musculature through the tank top sleeves, and a genuinely warm, disarming smile with natural asymmetry. Jaw is moderate \u2014 not sharp enough to push to 8. Cauliflower ear absent despite being named.", "failure_tags": [ "generic_face" ], "persona_id": "m08", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 6, "weighted_score": 6.800000000000001, "reason": "Visibly developed deltoids and biceps with lean definition, clean symmetrical face with defined jaw and light stubble, dark warm eyes with a soft-yet-intense quality. Solid 7 \u2014 scroll-stopper body but face doesn't fully lock you in. No cauliflower ear rendered.", "failure_tags": [ "eyes_averted", "mouth_closed" ], "persona_id": "m08", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 8.0, "reason": "Sharp angular jawline, striking pale blue-grey eyes with real intensity, broad shoulders filling the frame, rugged sun-tanned complexion with full textured stubble. Four clear anatomical standouts \u2014 earns the 8. Not quite top-5% scroll-stopper.", "failure_tags": [ "eyes_averted" ], "persona_id": "m09", "persona_gender": "male", "seed": 1 }, { "attractiveness": 9, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 9.0, "reason": "Ice-blue piercing eyes with locked direct gaze \u2014 immediate scroll-stopper. Sharp angular jawline defined by stubble. Broad shoulders filling the flannel with clear V-taper frame. Sun-weathered tanned skin with rugged masculine texture. Four clean standouts justify top-5%.", "failure_tags": [], "persona_id": "m09", "persona_gender": "male", "seed": 2 }, { "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 7, "weighted_score": 6.4, "reason": "Warm dark eyes with genuine expressiveness are the one real standout. Soft, undefined jawline drags the score \u2014 no strong angle there. Glasses-adjust gesture reads slightly awkward rather than cool. Arms are lean but not notably muscular; 'ripped' is a stretch. Decent but not a scroll-stopper.", "failure_tags": [ "soft_jawline", "awkward_expression", "low_chemistry" ], "persona_id": "m10", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 7, "weighted_score": 7.2, "reason": "Sharp angular jawline with clean definition, warm dark eyes holding direct camera gaze \u2014 two clear standouts. Lean arms hint at athletic build. Reads early-20s not late-20s; glasses on head not on nose. Above-average but not scroll-stopping.", "failure_tags": [ "boyish_when_mature_intended" ], "persona_id": "m10", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 7.4, "reason": "Two clear standouts: piercing dark deep-set eyes with locked direct gaze that read genuinely intense, and a well-defined jawline sharpened by dense close-cropped stubble. No third standout \u2014 frame hidden, cheekbones average. Forearm tattoos specified but not visible.", "failure_tags": [], "persona_id": "m11", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 8.2, "reason": "Sharp angular jawline with tight day-old stubble coverage, deep-set dark eyes delivering a genuine smoldering direct stare, and broad-shouldered frame visible through chef whites \u2014 three clear anatomical standouts. Above-average by a real margin.", "failure_tags": [], "persona_id": "m11", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 6.800000000000001, "reason": "Above-average Korean male face: (1) clean facial symmetry with visible cheekbone definition, (2) dark intense eyes with cold reserved expression that reads as genuinely magnetic. Jawline is soft, not razor-sharp \u2014 caps the ceiling at 7.", "failure_tags": [ "eyes_averted", "soft_jawline" ], "persona_id": "m12", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Three clear standouts: deep-set dark eyes delivering an intense, unwavering direct gaze; clean facial symmetry with defined cheekbone structure; broad square shoulders filling the jacket creating a strong masculine silhouette. Jawline is moderate, not razor-sharp, keeps this from 9.", "failure_tags": [], "persona_id": "m12", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 10, "weighted_score": 8.6, "reason": "Sharp defined jawline with light stubble, clear blue-green eyes with direct warm gaze, broad genuine smile with bright even teeth, lean golden-tanned chest visible through open shirt. Three clean standouts \u2014 solid swipe right.", "failure_tags": [], "persona_id": "m13", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 5, "weighted_score": 7.4, "reason": "Sharp angular jawline, light blue-grey eyes that photograph well, and sun-bronzed symmetrical bone structure are 3 clear standouts. Tousled bleached hair adds texture. Gaze is noticeably off-camera, breaking direct connection.", "failure_tags": [ "eyes_averted" ], "persona_id": "m13", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline with clean definition, deep-set dark eyes with heavy brooding brow ridge, strong high-cheekbone bone structure, and well-trimmed stubble framing the lower face \u2014 three-plus clear anatomical standouts. Frame only partially visible but face alone carries it.", "failure_tags": [ "eyes_averted" ], "persona_id": "m14", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline, thick arched dark brows over deep-set intense dark eyes, well-defined cheekbones with real facial architecture \u2014 three clear standouts. The bratty half-smirk lands genuinely. Face skews lean/gaunt but bone structure is legitimately above average. Would swipe.", "failure_tags": [], "persona_id": "m14", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Strong chiseled jawline with clean bone structure; thick neck and broad shoulders filling the tee confirm athletic V-frame; warm direct brown-eyed gaze with relaxed confidence. Three clear anatomical standouts\u2014solid 8.", "failure_tags": [], "persona_id": "m15", "persona_gender": "male", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp angular jawline, thick biceps visibly filling sleeve, broad athletic shoulders tapering clearly to waist, warm soft brown eyes with genuine expression \u2014 four clean standouts, confident top-15%. Eyes angle slightly off-camera, mouth subtly parted.", "failure_tags": [ "eyes_averted" ], "persona_id": "m15", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 7.2, "reason": "Three clear standouts: razor-sharp angular cheekbones, deep-set grey-green eyes under heavy brow ridge, defined jawline with light stubble. Slim non-athletic frame nails persona. Eyes definitively off-camera upper-right \u2014 not borderline, fully averted.", "failure_tags": [ "eyes_averted" ], "persona_id": "m16", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 8, "weighted_score": 7.4, "reason": "Clean symmetrical jaw angle for a slim face, flawless porcelain skin quality \u2014 two clear standouts. Composed, direct gaze adding quiet presence. Frame is intentionally narrow/lean; not a scroll-stopper but genuinely above average. Hair reads side-swept not middle-part; collar unbuttoned vs. persona spec.", "failure_tags": [ "narrow_shoulders", "low_chemistry" ], "persona_id": "m17", "persona_gender": "male", "seed": 1 }, { "attractiveness": 6, "prompt_adherence": 7, "lipsync_adherence": 8, "weighted_score": 6.6, "reason": "One clear positive: smooth, blemish-free pale skin with even tone. Otherwise forgettable \u2014 jaw is soft with no angular definition, eyes behind glasses are gentle but not striking, no scroll-stopping feature. Doesn't reach 7: can't name a second standout.", "failure_tags": [ "soft_jawline", "generic_face", "low_chemistry" ], "persona_id": "m17", "persona_gender": "male", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 8.0, "reason": "Sharp sculpted cheekbones with clear bone definition, dark expressive eyes carrying genuine intensity, and lean elongated neck/torso telegraphing dancer elegance \u2014 3 specific anatomical standouts clear enough for an 8. Eyes tracking slightly upward rather than dead-on camera.", "failure_tags": [ "eyes_averted" ], "persona_id": "m18", "persona_gender": "male", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 7.6000000000000005, "reason": "Sharp angular cheekbones create genuinely striking facial structure; dark eyes deliver intense direct-camera gaze. Two clear standouts. Extreme leanness/narrow frame is persona-appropriate but limits broad appeal. Hair wet/loose rather than neat low ponytail.", "failure_tags": [], "persona_id": "m18", "persona_gender": "male", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Hazel-green eyes with natural depth and auburn warmth read as genuinely distinctive; long elegant neck with visible clavicle definition adds refinement. Deep-set eyes and longer face shape prevent scroll-stop quality. Two clear standouts, not three \u2014 lands at 7.", "failure_tags": [ "eyes_averted" ], "persona_id": "f01", "persona_gender": "female", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Standouts: (1) green-hazel eyes with strong natural color and depth, (2) full symmetric lips with natural pink tone, (3) rich auburn-copper hair with loose wave. Clear skin and freckle pattern add distinctiveness. Solid top-15% face.", "failure_tags": [], "persona_id": "f01", "persona_gender": "female", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 8, "lipsync_adherence": 9, "weighted_score": 8.2, "reason": "Amber-hazel almond eyes with natural warmth, visible core and lean shoulder definition showing real athletic conditioning, clean facial symmetry with good bone structure, confident half-smile with genuine presence. Forearm tattoo not visible in frame, slight deduction.", "failure_tags": [], "persona_id": "f02", "persona_gender": "female", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 5, "weighted_score": 7.6, "reason": "Amber honey-toned eyes with strong dark brows and lashes; high cheekbones with visible hollow definition; lean athletic frame with defined clavicle; full lips with confident half-smile. Four clear standouts. Eyes off-axis, not direct camera contact.", "failure_tags": [ "eyes_averted" ], "persona_id": "f02", "persona_gender": "female", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 7, "weighted_score": 7.4, "reason": "Dewy porcelain skin with near-zero texture, full coral-tinted lips with good volume, large warm-brown doe eyes with soft crease \u2014 3 legit standouts. Neutral flat expression kills scroll-stop power; doesn't quite earn an 8.", "failure_tags": [ "eyes_averted", "low_chemistry" ], "persona_id": "f03", "persona_gender": "female", "seed": 1 }, { "attractiveness": 8, "prompt_adherence": 9, "lipsync_adherence": 9, "weighted_score": 8.4, "reason": "Three clear standouts: large luminous doe eyes with clean double-eyelid line; glass-skin dewy complexion with zero visible pores; full symmetric lips with natural coral tint, slightly parted. Slight AI-idealized uniformity across features blunts the singular scroll-stop edge needed for 9.", "failure_tags": [ "generic_face" ], "persona_id": "f03", "persona_gender": "female", "seed": 2 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 3, "weighted_score": 6.6000000000000005, "reason": "High cheekbones with subtle hollows give real facial structure; full, symmetric lips are a standout; almond eyes with clean natural lash framing. Above-average face but not scroll-stopping. Gaze is fully averted \u2014 not camera-facing.", "failure_tags": [ "eyes_averted" ], "persona_id": "f04", "persona_gender": "female", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 7, "lipsync_adherence": 9, "weighted_score": 7.4, "reason": "Two clear standouts: smooth even complexion with consistent skin tone, and a slim elongated neck with clean facial proportions. Not a scroll-stopper \u2014 expression is calm but flat. Hair is NOT cropped short (medium-volume curls) and denim shows no paint stains.", "failure_tags": [ "low_chemistry" ], "persona_id": "f04", "persona_gender": "female", "seed": 2 }, { "attractiveness": 8, "prompt_adherence": 6, "lipsync_adherence": 9, "weighted_score": 7.8, "reason": "Ice-blue eyes are a clear scroll-stopper; full naturally rosy lips with good shape; clean facial symmetry with a defined jawline. Three legit standouts. Docked for disheveled hair. Glasses absent \u2014 notable prompt miss.", "failure_tags": [], "persona_id": "f05", "persona_gender": "female", "seed": 1 }, { "attractiveness": 7, "prompt_adherence": 9, "lipsync_adherence": 8, "weighted_score": 7.6000000000000005, "reason": "Clear blue-grey eyes with good definition, high cheekbones with subtle hollows, clean fair complexion. Above average but not a scroll-stopper \u2014 face is pleasant but somewhat forgettable without a knockout feature. Round wire-rims suit her well.", "failure_tags": [], "persona_id": "f05", "persona_gender": "female", "seed": 2 } ], "note": "iter-16 re-judged with Sonnet 4.6" }