male-attractiveness-uplift — 3-way comparison

RunPlannerPromptMale meanStdevLatencyCost/call
baselineGemini Flash loworiginal prod7.031.144.6s/bin/zsh.0018
iter-2Gemini Flash lowFrame Strength7.22 (+0.19)1.034.6s/bin/zsh.0018
iter-16 🥇Claude Haiku 4.5Frame Strength7.25 (+0.22)0.76 (tightest)5.8s/bin/zsh.003

Male personas (18)

m01Caleb — Late-20s white American indie musician with soft brown hair falling in his eyes, slim but de
seed 1
attr=8
prompt_adh=9, lipsync=10
"Striking features: sharp jawline, intense light eyes, and perfectly messy hair. Nails the brooding indie vibe. Frame is a bit slight, but fits the persona."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: piercing light eyes, sharp jawline, and thick tousled hair. Nails the brooding indie musician vibe perfectly. Mouth is slightly parted and eyes are locked on camera."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Strong jawline, intense brooding eye contact, and thick textured hair. Nails the indie musician vibe perfectly."
seed 2
attr=8
prompt_adh=9, lipsync=10
"Striking features: sharp jawline, intense blue eyes, and perfectly styled messy hair. Nails the brooding indie musician vibe perfectly."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking indie aesthetic. Sharp jawline, intense deep-set eyes, and perfectly styled messy hair. Nails the brooding musician vibe."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: sharp, angular jawline, deep-set intense eyes, and thick, perfectly tousled hair. Nails the brooding indie musician vibe perfectly."
m02Mateo — Mid-20s Mexican-American personal trainer in Miami, gym-built shoulders, easy charming smile
seed 1
attr=7
prompt_adh=9, lipsync=9
"Strong jawline and intense amber eyes stand out. Good athletic frame, but the expression is a bit stiff rather than 'easy charming smile'."
awkward_expression
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Strong jawline and broad, gym-built shoulders. Good eye contact and slight mouth gap. Above average but slightly generic AI face prevents a higher score."
generic_face
attr=6 (Δ -1)
prompt_adh=8, lipsync=10
"Solid frame and nice warm lighting, but the face leans a bit generic-AI and boyish rather than the cocky/mature vibe intended. Good shoulders, but lacks standout facial features."
generic_face boyish_when_mature_intended
seed 2
attr=8
prompt_adh=9, lipsync=10
"Strong jawline, intense deep-set eyes, and broad gym-built shoulders. Very attractive, hits the cocky-but-warm vibe perfectly."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking golden-brown eyes, strong square jawline with a cleft chin, and broad gym-built shoulders. Very attractive, top 15% easily. Missing the 'easy charming smile' from the prompt, expression is a ..."
attr=7 (Δ -1)
prompt_adh=10, lipsync=10
"Strong, broad shoulders and warm, expressive brown eyes. Good facial symmetry and a natural, confident smile. Fits the 'cocky but warm' vibe perfectly."
m03Jiwon — Late-20s Korean indie illustrator living in LA, tall and lean, hands always slightly ink-sta
seed 1
attr=7
prompt_adh=9, lipsync=8
"Above average. Strong jawline and intense eye contact stand out, but the overall look leans a bit generic-K-pop rather than distinctively indie."
generic_face
attr=7 (Δ +0)
prompt_adh=9, lipsync=10
"Soft monolid eyes and clear skin stand out, fitting the 'quiet artist boy' vibe perfectly. Good facial symmetry, but frame is a bit slight."
attr=7 (Δ +0)
prompt_adh=9, lipsync=10
"Strong jawline and intense, expressive monolid eyes. Good frame, but slightly generic 'K-drama lead' AI face prevents a higher score."
generic_face
seed 2
attr=8
prompt_adh=10, lipsync=10
"Striking profile. Standouts: sharp jawline, intense deep-set monolid eyes, and a strong neck/collarbone structure. Nails the quiet artist vibe perfectly."
attr=7 (Δ -1)
prompt_adh=9, lipsync=10
"Above average. Strong jawline and striking monolid eyes stand out, but the overall frame feels a bit narrow and the expression is slightly stiff."
narrow_shoulders
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: sharp jawline, intense monolid eyes, and a strong neck/collarbone structure. Nails the quiet artist vibe perfectly."
m04Marcus — Early-30s Black bartender at a quiet upscale hotel bar in Manhattan, fitted black shirt rev
seed 1
attr=8
prompt_adh=10, lipsync=10
"Striking presence. Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, definitely top 15%."
attr=8 (Δ +0)
prompt_adh=10, lipsync=8
"Striking presence. Broad shoulders, sharp jawline, and intense, direct eye contact. Very strong frame and vascular forearms."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, definitely top 15%. Missing forearm tattoos from prompt."
seed 2
attr=8
prompt_adh=10, lipsync=10
"Strong jawline, intense direct eye contact, and broad shoulders tapering well. Very handsome, top 15% easily."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking presence. Broad shoulders tapering well, intense warm brown eyes, and a sharp, well-groomed beard/jawline combo. Definitely top 15%."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Strong jawline, broad shoulders tapering to a narrow waist, and intense, direct eye contact. Very handsome and fits the persona perfectly."
m05Dario — Late-20s Italian-American skater in Brooklyn, half-sleeve tattoos and grungy soft hair, ripp
seed 1
attr=8
prompt_adh=9, lipsync=10
"Thick, perfectly tousled hair, strong symmetrical jawline, and deep brown eyes with intense direct contact. Nails the skater aesthetic while maintaining high conventional attractiveness."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking features: thick wavy hair, strong square jawline, and intense warm brown eyes. Nails the skater aesthetic perfectly."
attr=7 (Δ -1)
prompt_adh=9, lipsync=8
"Strong jawline and warm, symmetrical smile. Nails the boyish skater aesthetic, but frame is a bit slight to push higher."
seed 2
attr=8
prompt_adh=10, lipsync=10
"Strong jawline, thick tousled hair, and warm symmetrical smile showing slight tooth gap. Nails the skater aesthetic perfectly."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking combination of thick, perfectly tousled hair, strong angular jawline, and intense amber eyes. Nails the skater aesthetic while maintaining high conventional attractiveness."
attr=8 (Δ +0)
prompt_adh=9, lipsync=9
"Strong jawline, warm hazel eyes, and great messy hair texture. Nails the skater aesthetic perfectly."
m06Adrian — 35-year-old Mediterranean (Italian-Greek) finance guy in Chicago, silver edges already at t
seed 1
attr=4
prompt_adh=9, lipsync=10
"Awkward, slightly strained expression with heavy bags under the eyes. Lacks the 'protective alpha energy' requested, coming off more tired and unsure."
awkward_expression bad_skin
attr=8 (Δ +4)
prompt_adh=10, lipsync=10
"Strong jawline, intense deep-set eyes, and broad shoulders tapering well. Nails the Mediterranean finance guy persona perfectly. Mouth is slightly parted and eye contact is direct."
attr=7 (Δ +3)
prompt_adh=6, lipsync=3
"Strong jawline and intense dark eyes stand out. However, the styling dominates in a bizarre way (suit jacket with no shirt), missing the 'unbuttoned at the collar' prompt entirely. Mouth is firmly clo..."
mouth_closed styling_dominates
seed 2
attr=4
prompt_adh=4, lipsync=1
"Extreme close-up crop ruins the frame. Mouth is completely closed. Missing the charcoal suit entirely. Face is decent but the framing is off-putting."
extreme_close_up mouth_closed styling_dominates
attr=8 (Δ +4)
prompt_adh=9, lipsync=10
"Striking Mediterranean features with a very strong, square jawline, intense deep-set eyes, and a broad, masculine frame. Hits the 'protective alpha' vibe perfectly."
attr=6 (Δ +2)
prompt_adh=9, lipsync=3
"Strong masculine features and good hair, but the expression is a bit stiff and the mouth is firmly closed. Looks older than 35."
mouth_closed wrong_age_range
m07Haruki — Mid-20s Japanese soft-boy in Tokyo, anime-protagonist features — slightly tousled hair, big
seed 1
attr=7
prompt_adh=10, lipsync=10
"Nails the soft-boy aesthetic. Standouts: large expressive amber eyes, perfectly tousled hair framing the face. A bit too boyish for my personal taste, but undeniably attractive for the archetype."
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Above average soft-boy aesthetic. Standouts: expressive warm eyes, clear skin with a cute beauty mark, and well-styled tousled hair. Fits the persona perfectly."
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Nails the soft-boy aesthetic perfectly. Standouts: large expressive eyes, clear skin, and a very natural, inviting smile. Frame is a bit slight, keeping it from an 8."
seed 2
attr=6
prompt_adh=10, lipsync=10
"Nails the soft-boy aesthetic perfectly. Good hair texture, but the frame is very narrow and the jawline is quite soft. The eyes have an uncanny, almost glowing amber quality that feels a bit artificia..."
narrow_shoulders soft_jawline uncanny
attr=7 (Δ +1)
prompt_adh=10, lipsync=8
"Strikingly large, warm amber eyes and a delicate, symmetrical face structure. Nails the soft-boy aesthetic perfectly, though the frame is quite slight."
attr=7 (Δ +1)
prompt_adh=10, lipsync=10
"Above average soft-boy aesthetic. Standouts: large expressive brown eyes, clean symmetrical jawline. Fits the golden retriever vibe perfectly, but lacks the raw masculine edge for an 8+."
m08Renan — Late-20s Brazilian MMA fighter in Sao Paulo, ripped lean torso, jiu-jitsu cauliflower ear, s
seed 1
attr=6
prompt_adh=9, lipsync=10
"Solid frame and warm eyes, but the patchy facial hair and slightly uneven skin texture hold him back from a higher score. Good prompt match overall."
bad_grooming
attr=5 (Δ -1)
prompt_adh=8, lipsync=3
"Average looking guy. Frame is decent but face is very plain. Mouth is completely closed."
mouth_closed generic_face
attr=6 (Δ +0)
prompt_adh=9, lipsync=10
"Solid physique and warm smile, but facial features are slightly asymmetric and lack the sharp definition needed for a higher score. Good prompt match overall."
asymmetric_eyes
seed 2
attr=6
prompt_adh=8, lipsync=10
"Good physique and intense eyes, but the skin texture is overly sweaty/greasy and the eyes have an uncanny, almost yellow/vampiric hue that throws off the natural appeal. Missing the cauliflower ear."
uncanny bad_skin
attr=6 (Δ +0)
prompt_adh=8, lipsync=9
"Solid frame and nice skin texture, but the expression is a bit blank rather than a 'gentle smile'. Missing the requested cauliflower ear."
awkward_expression
attr=7 (Δ +1)
prompt_adh=9, lipsync=8
"Strong muscular frame and warm, expressive eyes stand out. Missing the requested cauliflower ear, but nails the Brazilian MMA fighter vibe with a gentle smile."
m09Wyatt — Early-30s white American ranch hand in rural Montana, sun-tanned face with stubble, broad sh
seed 1
attr=8
prompt_adh=10, lipsync=10
"Striking piercing blue eyes, rugged sun-weathered skin texture, and a strong square jawline with perfect scruff. Very masculine frame."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking light eyes, strong square jawline, and broad shoulders give him undeniable presence. Nails the rugged cowboy aesthetic perfectly."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking light blue eyes, strong square jawline with rugged stubble, and broad shoulders. Definitely top 15% material."
seed 2
attr=8
prompt_adh=10, lipsync=10
"Striking piercing blue eyes, rugged square jawline with perfect stubble, and a broad, masculine frame. Nails the Rip Wheeler vibe perfectly."
attr=9 (Δ +1)
prompt_adh=10, lipsync=10
"Strikingly handsome. Sharp jawline, piercing blue eyes, rugged sun-weathered skin texture, and a broad, masculine frame. Instantly stops the scroll."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking piercing blue eyes, strong square jawline with rugged stubble, and broad shoulders filling out the frame. Very strong masculine presence."
m10Aarav — Late-20s Indian PhD student at Stanford, glasses pushed up his nose, slim athletic build und
seed 1
attr=7
prompt_adh=10, lipsync=10
"Strong jawline and warm, expressive dark eyes. Good frame under the henley. Above average but lacks the undeniable presence for an 8."
attr=6 (Δ -1)
prompt_adh=9, lipsync=10
"Nice warm eyes and good hair volume, but the jawline is a bit soft and the frame feels slightly narrow despite the fitted henley. A solid 6, but lacks the sharp standout features for a 7."
soft_jawline narrow_shoulders
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Strong jawline and intense, warm dark eyes. Good hair volume. Fits the bookish-but-fit vibe well, though slightly boyish."
seed 2
attr=8
prompt_adh=10, lipsync=10
"Strong jawline, intense dark eyes behind stylish frames, and a visibly athletic build under the henley. Hits the 'bookish-and-ripped' vibe perfectly."
attr=6 (Δ -2)
prompt_adh=9, lipsync=10
"Nice thick hair and warm eyes, but the frame feels a bit narrow and the expression is slightly blank. Solidly above average but lacks the standout features for a 7."
narrow_shoulders
attr=7 (Δ -1)
prompt_adh=9, lipsync=8
"Strong jawline and thick, well-styled hair stand out. Good frame under the henley. Glasses are on head rather than pushed up nose, but overall vibe matches well. Mouth is slightly parted."
m11Yanis — Early-30s French-Algerian chef in Marseille, forearm tattoos visible from rolled chef whites
seed 1
attr=6
prompt_adh=9, lipsync=10
"Strong intense eyes and good stubble, but the slightly hunched posture and slightly asymmetrical eye shape keep him from a higher score."
asymmetric_eyes
attr=8 (Δ +2)
prompt_adh=10, lipsync=10
"Strong jawline, intense deep-set eyes, and broad shoulders give him undeniable presence. Hits the smoldering chef persona perfectly."
attr=6 (Δ +0)
prompt_adh=8, lipsync=10
"Intense dark eyes are a positive, but the leaning posture creates an awkward, slightly hunched frame. Missing the requested forearm tattoos."
awkward_expression
seed 2
attr=7
prompt_adh=10, lipsync=10
"Strong, intense eye contact and a sharp, well-defined jawline with rugged stubble. Good presence, but the slightly wet/greasy hair texture holds it back from an 8."
attr=6 (Δ -1)
prompt_adh=9, lipsync=10
"Intense dark eyes are a positive, but the expression is a bit stiff and the beard grooming looks slightly patchy/messy rather than intentional stubble. Frame is decent but overall vibe is just slightl..."
awkward_expression bad_grooming
attr=8 (Δ +1)
prompt_adh=10, lipsync=10
"Strong jawline, intense dark eyes, and broad shoulders tapering well. Nails the smoldering chef vibe perfectly."
m12Seojun — Early-30s Korean tech CEO in Seoul, perfectly tailored navy suit, cold sharp features, the
seed 1
attr=8
prompt_adh=10, lipsync=3
"Striking K-drama CEO aesthetic. Sharp jawline, intense dark eyes, and broad shoulders in a tailored suit. Mouth is completely closed, failing lipsync."
mouth_closed
attr=7 (Δ -1)
prompt_adh=10, lipsync=8
"Strong K-drama CEO aesthetic. Sharp jawline and intense, focused gaze stand out. Mouth is slightly parted, eyes are visible and looking at camera."
attr=7 (Δ -1)
prompt_adh=10, lipsync=8
"Strong K-drama CEO aesthetic. Sharp jawline and intense, cold eye contact stand out. Mouth is only very slightly parted."
seed 2
attr=7
prompt_adh=10, lipsync=10
"Strong jawline and intense, piercing gaze. Nails the cold CEO archetype perfectly, though the frame feels slightly narrow in this crop."
attr=7 (Δ +0)
prompt_adh=8, lipsync=10
"Strong jawline and intense, direct eye contact elevate him above average. The shirtless-under-suit styling is a bit much for a 'tech CEO' persona, but the facial structure is undeniably sharp."
styling_dominates
attr=7 (Δ +0)
prompt_adh=10, lipsync=8
"Strong jawline and intense, piercing gaze. Nails the cold CEO archetype, but the expression is a bit stiff, keeping it from an 8."
m13Finn — Late-20s Australian marine biologist who surfs every morning before work, sun-bleached blonde
seed 1
attr=8
prompt_adh=9, lipsync=10
"Striking piercing blue eyes, strong square jawline, and broad shoulders tapering to a lean waist. The intense gaze and sun-bleached hair nail the surfer aesthetic perfectly."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking blue eyes, strong square jawline, and a very defined, lean swimmer's physique. Missing the 'warm crinkled smile' from the prompt, but undeniably top 15% attractive."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking bright blue eyes, strong defined jawline, and a lean muscular chest. Nails the surfer aesthetic perfectly."
seed 2
attr=8
prompt_adh=9, lipsync=10
"Striking piercing blue eyes, strong square jawline, and broad athletic shoulders. Nails the surfer aesthetic perfectly. Missing the 'warm crinkled smile' from the prompt, but highly attractive regardl..."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking surfer aesthetic. Standouts: sharp jawline, intense deep-set eyes, and a lean, defined swimmer's build. Missing the 'warm crinkled smile' from the prompt, but highly attractive."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking blue eyes, strong square jawline, and broad shoulders tapering well. Nails the surfer aesthetic perfectly."
m14Cyrus — Late-20s Iranian-British rich-kid heir to a family business in London, slicked-back dark hai
seed 1
attr=6
prompt_adh=9, lipsync=3
"Strong jawline and thick brows give him a striking look, but the expression is a bit stiff and the lips are firmly closed, missing the required mouth gap."
mouth_closed awkward_expression
attr=7 (Δ +1)
prompt_adh=9, lipsync=1
"Strong jawline and intense, dark eyes give him a striking look, but the mouth is firmly closed, failing the lipsync requirement."
mouth_closed
attr=8 (Δ +2)
prompt_adh=10, lipsync=10
"Striking features: thick dark brows, intense deep-set eyes, and a sharp, angular jawline. Nails the entitled rich-kid persona perfectly."
seed 2
attr=6
prompt_adh=9, lipsync=10
"Strong jawline and intense eyes, but the smirk is extremely exaggerated and borders on uncanny/awkward, ruining the overall appeal."
awkward_expression uncanny
attr=8 (Δ +2)
prompt_adh=10, lipsync=10
"Striking features: sharp jawline, intense dark eyes with thick brows, and full lips. Nails the arrogant rich-kid vibe perfectly."
attr=6 (Δ +0)
prompt_adh=9, lipsync=1
"Strong brow and intense eyes give him a distinct look, but the smirk feels a bit forced and the mouth is firmly closed."
mouth_closed
m15Devon — Early-30s Black firefighter in Chicago, athletic V-shape under a station tee, strong jaw, ea
seed 1
attr=7
prompt_adh=10, lipsync=10
"Strong jawline and warm, symmetrical smile showing slight tooth gap. Good eye contact. Solid above-average profile but lacks the undeniable screen presence for an 8."
attr=8 (Δ +1)
prompt_adh=10, lipsync=10
"Top 15%. Broad shoulders tapering well, strong square jawline, and warm, expressive amber-brown eyes. Nails the athletic build and approachable warmth."
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Strong jawline and warm, expressive eyes. Above average but slightly generic AI rendering holds it back from an 8."
generic_face
seed 2
attr=8
prompt_adh=10, lipsync=10
"Striking features: razor-sharp jawline, intense deep-set brown eyes, and a strong, broad-shouldered frame. Definitely top 15%."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Strong jawline, broad shoulders tapering to a narrow waist, and intense, warm brown eyes. Very solid frame and masculine presence."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Strong jawline, broad shoulders with visible muscular definition, and warm, direct eye contact. Hits the top 15% easily with undeniable physical presence."
m16Theo — Late-20s German poet living in Berlin. Slim and intentionally angular — narrow shoulders, lea
seed 1
attr=8
prompt_adh=9, lipsync=10
"Striking 'delicate intellectual' aesthetic. Standouts: piercing light eyes with dark lashes, sharp cheekbones, and a strong but slender jawline. Perfectly captures the lean, wiry frame requested."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking 'delicate intellectual' look. Standouts: sharp, angular cheekbones, intense light eyes with thick lashes, and a strong, defined jawline that balances the slim frame."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking features: sharp cheekbones, intense light eyes, and a strong jawline. Nails the 'delicate intellectual' vibe perfectly without looking weak."
seed 2
attr=8
prompt_adh=9, lipsync=10
"Strikingly handsome with sharp cheekbones, intense blue eyes, and a strong jawline. Perfectly captures the delicate intellectual vibe without looking weak."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking 'delicate intellectual' aesthetic. Sharp cheekbones, intense pale eyes, and a perfectly executed lean, angular frame. The tousled hair and parted lips add undeniable magnetism."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking 'delicate intellectual' look. Sharp jawline, intense light eyes, and great hair texture. Nails the lean, wiry frame requested."
m17Sangwoo — Mid-20s Korean classical philosophy PhD candidate in Seoul. Slim and pale with intentional
seed 1
attr=5
prompt_adh=9, lipsync=3
"Matches the cerebral, slim aesthetic perfectly, but the face feels very generic-AI and lacks distinct character. Mouth is completely closed."
generic_face mouth_closed
attr=6 (Δ +1)
prompt_adh=9, lipsync=10
"Clean, symmetrical features and nice hair, but the frame is very narrow and boyish, lacking masculine presence. Fits the 'cerebral/slim' prompt perfectly, but doesn't stand out enough for a higher sco..."
narrow_shoulders weak_frame generic_face
attr=6 (Δ +1)
prompt_adh=9, lipsync=9
"He has a clean, symmetrical face and nice skin, but the frame is very narrow and the overall vibe is a bit too soft/boyish for my taste. It fits the prompt perfectly, but doesn't stand out enough for ..."
narrow_shoulders weak_frame
seed 2
attr=6
prompt_adh=8, lipsync=10
"He has a clean, symmetrical face and nice skin, but the frame is very narrow and boyish, lacking masculine presence. The shirt is unbuttoned at the collar, missing the 'buttoned to the collar' prompt ..."
narrow_shoulders weak_frame boyish_when_mature_intended
attr=6 (Δ +0)
prompt_adh=9, lipsync=10
"Nails the intended cerebral, slim aesthetic with soft features and good styling, but the face feels a bit too generic-AI and lacks the striking definition needed for a higher score. Weak frame as requ..."
generic_face weak_frame
attr=6 (Δ +0)
prompt_adh=9, lipsync=10
"Clean, symmetrical features and good hair, but the intentionally narrow shoulders and very soft jawline make him look a bit too boyish for my taste. Fits the 'cerebral' prompt perfectly, though."
narrow_shoulders soft_jawline
m18Cassian — Late-20s contemporary dancer in NYC. Lean and elegant rather than bulky — long limbs, danc
seed 1
attr=7
prompt_adh=9, lipsync=10
"Striking angular jawline and intense, expressive dark eyes. Nails the lean dancer aesthetic perfectly, though the overall vibe is a bit intense rather than universally appealing."
attr=5 (Δ -2)
prompt_adh=9, lipsync=10
"Nails the lean dancer physique and studio setting perfectly. However, the facial features lean slightly uncanny/feminine, and the overall frame is very narrow, lacking masculine presence."
feminine_features_male narrow_shoulders uncanny
attr=8 (Δ +1)
prompt_adh=10, lipsync=10
"Striking dancer physique with incredible neck elongation, sharp high cheekbones, and intense dark eyes. The lean, sinewy frame perfectly matches the persona, and the parted lips and direct gaze hit th..."
seed 2
attr=6
prompt_adh=10, lipsync=10
"Striking bone structure and intense gaze, but the extreme leanness and slightly uncanny neck tension make him more of an interesting character study than conventionally attractive."
uncanny
attr=5 (Δ -1)
prompt_adh=9, lipsync=10
"Nails the lean dancer physique and studio setting perfectly. However, the facial features lean slightly uncanny/feminine, and the overall frame is too delicate for my taste. Neutral default score."
feminine_features_male uncanny
attr=7 (Δ +1)
prompt_adh=9, lipsync=10
"Striking angular face with sharp cheekbones and intense dark eyes. Nails the lean dancer physique perfectly. A bit too gaunt in the neck/collarbone area to push higher."

Female personas (5)

f01Hannah — Mid-20s white American grad student in Austin, soft auburn hair in a loose half-up, light f
seed 1
attr=8
prompt_adh=10, lipsync=10
"Striking green eyes, full symmetric lips, and delicate freckles over a refined bone structure. Very attractive, top 15% easily."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: striking green eyes, delicate freckles, and full symmetric lips. Very attractive, top 15% easily."
attr=7 (Δ -1)
prompt_adh=10, lipsync=10
"Above average. Two specific standouts: striking hazel/green eyes with thick brows, and full, well-defined lips. Matches the bookish girl-next-door persona perfectly."
seed 2
attr=8
prompt_adh=10, lipsync=10
"Striking features: piercing light eyes, distinct freckles, and full symmetric lips. Very attractive, though the slightly uncanny AI perfection keeps it from a 9."
uncanny
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: large expressive green eyes, full symmetric lips, and delicate freckles across a refined nose. Very attractive, though slightly generic AI perfection keeps it from a 9."
generic_face
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: full symmetric lips, striking hazel eyes, and delicate freckles across a refined nose. Very attractive girl-next-door vibe."
f02Camila — Late-20s Latina fitness coach in Miami, athletic toned figure, single small forearm tattoo,
seed 1
attr=8
prompt_adh=9, lipsync=3
"Striking features: thick arched eyebrows, warm amber eyes, and a very fit, toned upper body. Mouth is firmly closed, failing lipsync."
mouth_closed
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking features: strong jawline, full symmetric lips, and intense dark eyes. Athletic build matches prompt well. Tattoo is on shoulder rather than forearm."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking features: sharp jawline, full symmetric lips, and intense almond eyes. Athletic build matches the prompt well, though the forearm tattoo is missing."
seed 2
attr=8
prompt_adh=9, lipsync=10
"Striking features: thick arched eyebrows, intense amber eyes, and a highly toned athletic physique. Matches the fitness coach persona perfectly. Mouth is slightly open showing teeth, eyes direct to ca..."
attr=8 (Δ +0)
prompt_adh=9, lipsync=10
"Striking features: sharp jawline, intense almond eyes, and full symmetric lips. Athletic build matches persona well. Missing the forearm tattoo."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: thick defined eyebrows, warm amber eyes, full lips, and a very fit, toned physique. Hits the persona perfectly."
f03Yujin — Mid-20s Korean idol-trainee vibe in Seoul, soft long dark hair, dewy K-beauty skin, large do
seed 1
attr=8
prompt_adh=10, lipsync=10
"Top 15%. Flawless dewy skin, large expressive doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Top 15%. Three standouts: flawless dewy skin texture, striking large doe eyes with sharp inner corners, and full, perfectly shaped lips. Nails the idol-trainee aesthetic."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Top 15%. Flawless dewy skin, large expressive doe eyes, and full symmetric lips. Nails the K-beauty idol aesthetic perfectly."
seed 2
attr=7
prompt_adh=10, lipsync=10
"Above average with clear K-beauty styling. Standouts: dewy flawless skin, large expressive doe eyes. Very pretty but slightly generic idol-trainee look."
attr=8 (Δ +1)
prompt_adh=10, lipsync=10
"Top 15%. Standouts: large doe eyes with sharp inner corners, flawless dewy skin, and full symmetric lips. Perfectly captures the idol-trainee vibe."
attr=8 (Δ +1)
prompt_adh=10, lipsync=10
"Top 15%. Three standouts: flawless dewy skin texture, large expressive doe eyes with sharp inner corners, and full, perfectly shaped lips. Excellent K-beauty idol aesthetic."
f04Naomi — Late-20s mixed Black-Japanese illustrator in Brooklyn, curly textured hair cropped short, sl
seed 1
attr=7
prompt_adh=10, lipsync=10
"Above average. Two specific standouts: striking almond-shaped eyes with warm brown irises, and full, naturally symmetric lips. Matches the mixed Black-Japanese artist persona perfectly."
attr=8 (Δ +1)
prompt_adh=10, lipsync=10
"Striking features: striking amber eyes, full symmetric lips, and delicate freckles across a well-defined nose. Excellent prompt match with paint-stained denim and curly hair. Clean eye contact and par..."
attr=7 (Δ +0)
prompt_adh=10, lipsync=3
"Above-average attractiveness with two specific standouts: full, well-defined lips and striking almond-shaped eyes. However, she is looking away from the camera, failing the lipsync eye-contact require..."
eyes_averted
seed 2
attr=7
prompt_adh=10, lipsync=10
"Above average. Two specific standouts: striking almond-shaped eyes with warm amber tones, and full, well-defined lips. Matches the mixed Black-Japanese persona perfectly with paint-stained denim."
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Above average. Striking almond eyes and full, well-defined lips. Good facial symmetry, but slightly flat midface prevents a higher score."
attr=7 (Δ +0)
prompt_adh=10, lipsync=10
"Above average. Two specific standouts: striking almond-shaped eyes and full, well-defined lips. Good facial symmetry, but slightly generic overall presentation keeps it from an 8."
f05Anya — Late-20s Polish librarian in Brooklyn, soft blonde waves, wire-rim round glasses, cardigan ov
seed 1
attr=8
prompt_adh=10, lipsync=10
"Striking features: piercing blue eyes, full symmetric lips, and excellent facial symmetry. Nails the persona perfectly."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: full symmetric lips, clear blue eyes, and excellent bone structure (defined jawline). Hits the top 15% easily."
attr=8 (Δ +0)
prompt_adh=8, lipsync=10
"Striking features: full symmetric lips, striking blue eyes, and strong cheekbones. Missing the wire-rim glasses from the prompt, but nails the cottagecore librarian vibe otherwise."
seed 2
attr=8
prompt_adh=10, lipsync=10
"Striking features: piercing blue eyes, full symmetric lips, and excellent bone structure (defined jawline and cheekbones). Very attractive despite the styling dominating slightly."
attr=8 (Δ +0)
prompt_adh=10, lipsync=10
"Striking features: piercing green eyes, full symmetric lips, and strong cheekbones. Nails the librarian aesthetic perfectly while maintaining high physical attractiveness."
attr=7 (Δ -1)
prompt_adh=10, lipsync=10
"Above average. Two specific standouts: striking blue eyes framed well by the glasses, and full, well-defined lips. Fits the cottagecore librarian vibe perfectly."
Generated from /Users/shuki/.../runs/20260603-114823/. Click images to enlarge in new tab. iter-16 (Haiku) is the production-viable winner.