AI Roundtable Open Poll · 4 models
Among 5' 10.4" male gym goers what is an optimal physique
Answer: The optimal physique is a 175–185 lb frame at 10–12% body fat with a classic V-taper. (All 4 models agreed)
Model Responses
GPT-5.5
Answer: For a 5'10.4" male gym goer, an optimal physique is typically a lean, muscular, well-proportioned build around 170–185 lb at roughly 10–15% body fat, with strength, mobility, and health markers prioritized over scale weight alone.
“Optimal” depends on the goal: aesthetics, athletic performance, strength, longevity, or confidence. For most male gym goers at 5'10.4", the best general target is not maximum size, but a balanced physique that looks athletic, performs well, and can be maintained year-round without extreme dieting or excessive bulk. A practical aesthetic range would often be around 170–185 lb if fairly muscular, with about 10–15% body fat. At this level, the shoulders, chest, back, arms, and legs can look clearly developed while the waist remains relatively lean. Below that body-fat range may look sharper but is harder to maintain; above it can still be strong and healthy, but muscle definition and proportions become less visible. Proportion matters more than a single number. A strong V-taper, developed shoulders and upper back, visible but not necessarily stage-lean abs, solid legs, and a waist that stays controlled usually create the most “optimal” look. Good posture, symmetry, and conditioning often make a bigger visual difference than adding another 10 lb of body weight. Performance is also part of an optimal physique. A good benchmark would be being able to train hard, recover well, move pain-free, and have respectable strength in major lifts while maintaining cardiovascular fitness. If the physique requires constant fatigue, poor sleep, low libido, joint pain, or social restriction, it is probably not optimal even if it looks impressive. So the best answer is a sustainable athletic build: lean enough to show definition, muscular enough to look clearly trained, and healthy enough to maintain for years.
Grok 4.20
Answer: For 5'10.4" male gym goers, an optimal physique balances aesthetics, health, and function at roughly 175-185 lbs and 8-12% body fat with classical proportions emphasizing broad shoulders, a narrow waist, and balanced muscle development.
Optimal is inherently subjective and depends on individual goals, but for most gym-goers it means a physique that looks impressive, supports long-term joint health, and delivers real-world strength rather than pure size. At 5'10.4" (about 179 cm), carrying 175-185 lbs of mostly muscle at 8-12% body fat produces a visually striking yet sustainable build; this range aligns with both modern aesthetic standards and historical ideals such as the Grecian proportions where shoulder-to-waist ratio approaches 1.618. Focusing on body composition over scale weight prevents the pitfalls of either excessive bulk that strains the cardiovascular system or an overly shredded look that sacrifices strength and hormonal health. Training should prioritize compound lifts, progressive overload, and symmetry so the delts, back, and legs develop in harmony with the chest and arms, creating the desirable V-taper that appears powerful at this height without seeming top-heavy. Finally, sustainability matters: an optimal physique is one that can be maintained with reasonable training (4-5 sessions per week), adequate protein intake, and without extreme dehydration or PED reliance, ensuring it enhances both physical capability and mental well-being over decades rather than just for a single photoshoot.
Claude Opus 4.7
Answer: For a 5'10.4" (179 cm) male gym-goer, an optimal physique is roughly 175–185 lb (79–84 kg) at 10–12% body fat, with shoulders around 50–52" and a waist near 31–32", reflecting the classic 'Greek god' or Adonis proportions.
Optimality depends on goals, but among serious natural gym-goers, the most widely cited target combines aesthetics, performance, and health. Using Casey Butt's natural muscular potential model, a lifter at 179 cm with average wrists (~7") and ankles (~8.5") tops out around 180–190 lb lean (≈82–86 kg) at ~8–10% body fat. Adding a comfortable 2–3% fat for year-round maintenance lands you at ~178–185 lb at 10–12%, which is the sweet spot where abs are visible, vascularity shows, and you still look full in clothing. Proportionally, the 'Adonis' or Grecian ideal is well-supported in physique culture: a shoulder-to-waist ratio of ~1.6 (golden ratio), arms roughly equal to neck and calves (~16–17" lean), and a chest about 10–12" larger than the waist. For this height that translates to chest ~44–46", shoulders ~50–52", waist ~31–32", arms ~16–16.5", and quads ~24–25". This is the look embodied by lean natural standouts like Steve Reeves (at similar height) and is consistently rated most attractive in survey research (e.g., Frederick & Haselton's studies on muscularity preferences). For strength benchmarks consistent with this physique, expect approximately a 1.5x bodyweight bench, 2x squat, and 2.5x deadlift — strong enough to build the look, not so extreme that it requires bulking past optimal leanness. If the goal is powerlifting or pure size, the answer shifts heavier (200+ lb); if it's running/endurance, lighter (160s). But for the typical gym-goer optimizing for looks, health, athleticism, and longevity, ~180 lb at ~11% body fat with golden-ratio proportions is the consensus optimum.
Gemini 3.1 Pro
Answer: The optimal natural physique for a 5' 10.4" male gym-goer balances aesthetics, functional strength, and health, generally landing between 175 and 185 pounds at 10% to 12% body fat with a strong V-taper.
Defining an "optimal" physique requires balancing visual aesthetics, functional strength, and long-term health. For a naturally training male at approximately 5' 10.4", maximizing muscle potential without compromising mobility or cardiovascular health is the ultimate goal. From a weight and body composition standpoint, an elite natural lifter at this height will typically peak around 175 to 185 pounds. Maintaining a body fat percentage of 10% to 12% is widely considered the sweet spot. At this level, muscle definition and abdominal vascularity are clearly visible, but the body has enough fat to support healthy testosterone production, immune function, and sustained energy for intense workouts—avoiding the lethargy associated with single-digit body fat. Aesthetically, optimal is often defined by the "Golden Ratio" (roughly 1.618), which emphasizes the classic V-taper. This means prioritizing lateral deltoid and latissimus dorsi development to create broad shoulders that contrast sharply with a lean waist (typically around 30 to 32 inches). Furthermore, classic proportion standards suggest that the neck, flexed arms, and calves should be relatively close in circumference to create a balanced, symmetrical look. Finally, true optimality extends beyond the mirror to functional capability. At 175 to 185 pounds, a 5' 10.4" male is heavy enough to generate substantial absolute strength (such as pulling or squatting double his body weight) but light enough to excel in calisthenics, running, and overall agility. This yields a highly capable, resilient physique that is entirely sustainable year-round.
Final Summary
The AI Roundtable reached a firm consensus, identifying 175–185 lbs at 10–12% body fat as the peak aesthetic and functional range for this height. Claude Opus 4.7 and Gemini 3.1 Pro advocated for 'Golden Ratio' proportions, emphasizing a wide shoulder-to-waist ratio. Meanwhile, GPT-5.5 and Grok 4.20 highlighted that this specific level of leanness is the most sustainable for long-term hormonal health and athletic performance.
All 4 models agreed