Independent visual review / 6 matched prompts
Compare literal prompt following, readable text, photorealism, stylized detail, and facial consistency across six identical image briefs.
Models in this review
Review method
One output per model and scenario, reviewed against the exact source prompt. Ratings describe this fixed snapshot, not the models in general.
Grok Imagine 2 vs Nano Banana 2 highlights the cost of extra interpretation. Grok follows the mobile-screen structure, single-orchid-petal constraint, and reference facial expression more closely in this snapshot. Nano Banana 2 renders all required poster text correctly and builds a polished vector bookshop, yet it adds fictional performer billing, presents the UI inside a hand-held phone, and introduces a toothy smile in the identity edit. In Grok Imagine 2 vs Nano Banana 2, both models produce coherent anatomy and usable product typography. The deciding factor is whether your workflow values literal constraint control or accepts creative additions that require cleanup.
Dimension review
Highly convincing pores, silver stubble, and jacket weathering, although the face looks slightly cleaner and more portrait-polished than the brief suggests.
The wider framing reduces visible skin detail, and the face reads more like a staged lifestyle photograph than a close 85mm portrait.
Facial proportions and eyes are coherent, with no visible deformation; the crop does not provide evidence about hands.
The visible face and both hands are coherent, with no decisive finger or facial defect in this sample.
The boat, yellow jacket, harbor bokeh, and off-camera gaze are all present, but the expression feels formal rather than tired.
The fishing context is strong, but the near full-body framing and mild smile move away from the requested waist-up, restrained portrait.
Exact source prompt
A photorealistic waist-up portrait of a middle-aged fisherman with a weathered face, silver stubble, and deep smile lines, wearing a yellow rain jacket, standing on a fishing boat at dawn. Soft overcast light, misty sea background with blurred harbor lights, natural skin texture with pores and stubble detail, catchlights in the eyes, shot on 85mm f/1.4, shallow depth of field, muted teal-and-amber palette. He looks slightly off-camera with a calm, tired dignity.
Dimension review
Correctly spells MIDNIGHT SWING, the full date line, and the ticket footer, including punctuation and 8PM.
The title, subtitle, date, time, and ticket footer are all rendered correctly despite the extra copy elsewhere.
Stays within the requested copy and visual elements without inventing event details.
Hallucinates an unrequested performer list, including fictional names and billing that would need removal before publication.
Uses a direct oversized headline, centered saxophone, deep indigo, and a clean art-deco frame with strong legibility.
The glowing vector-like saxophone and ornamental frame are cohesive, though the invented billing crowds the lower hierarchy.
Exact source prompt
A vertical jazz festival poster titled "MIDNIGHT SWING" in large bold cream letters, with the subtitle "LIVE JAZZ NIGHT — AUGUST 22, 8PM" and a footer line "TICKETS AT THE DOOR • ALL AGES". Deep indigo background with a large glowing brass saxophone, floating music notes, subtle grain texture, warm gold accents, art-deco frame border, crisp legible typography, print-quality poster design.
Dimension review
Labels, units, chart ticks, weekday names, and navigation text remain sharp at native size.
Most copy is readable, but the extra right-side chip is clipped and the chart ends with the malformed weekday label 'San'.
Includes PULSE, every requested metric, the weekly chart, four tabs, and the floating workout action without unrelated modules.
Turns the requested screen into a hand-held phone mockup and adds a clipped fourth stat chip, weakening direct layout compliance.
Highly usable and coherent, though denser and more dashboard-like than a restrained iOS product screen.
The device presentation and teal system look polished, but the cropped chip and external mockup reduce production usability.
Exact source prompt
A mobile fitness app screen called "PULSE": top bar with greeting "Good morning, Maya" and a small avatar, a large activity ring card showing "8,432 steps" and "612 kcal", a horizontal row of stat chips "Run 5.2km", "Sleep 7h 20m", "Water 1.8L", a line chart of weekly heart rate labeled "Resting HR 58 bpm", a bottom tab bar with Home, Stats, Coach, Profile icons, and a floating teal "Start workout" button. Clean light UI, soft gray cards, rounded corners, teal accent color, realistic iOS-style layout, screen-sharp rendering.
Dimension review
Crisp, warm, and highly legible, but closer to polished concept art than a gently textured vector illustration.
The flattest and cutest vector treatment of the three, with clear linework and a restrained pastel palette.
The cutaway is clean and readable, though the larger central floor makes the shop feel less intimate.
The compact arrangement is charming, but the barista and browsing customer shift focus away from three customers reading.
Includes three active readers, two book walls, espresso equipment, hanging plants, warm lamps, and a cat asleep on books.
Most requested objects are present, but one of the three customers browses a shelf instead of reading and a barista is added.
Exact source prompt
A cozy isometric illustration of a tiny corner bookshop cafe in cutaway view: bookshelves on two walls, a small espresso counter, three customers reading, a cat asleep on a stack of books, warm lamp light, plants hanging by the window, soft pastel palette with terracotta and sage accents, clean vector shapes, subtle grain, gentle shadows, cute miniature diorama style.
Dimension review
Renders NOIR ÉCLAT correctly, including the accented capital É, in crisp gold label typography.
Correctly spells NOIR ÉCLAT with the accent and keeps the supporting PARFUM PARIS copy legible.
Alone follows the request for a single orchid petal and includes wet marble, droplets, gold cap, and dark side lighting.
Also substitutes a full orchid for one petal, despite strong compliance on the frosted bottle, wet surface, and haze.
Credible and sharply lit, but the bottle reads darker and less visibly frosted than requested.
Strong frosted material, haze, reflection, and centered luxury composition, with slightly softer label presentation.
Exact source prompt
A luxury product photograph of a frosted glass perfume bottle labeled "NOIR ÉCLAT" with a brushed gold cap, standing on wet black marble with soft reflections, a single orchid petal beside it, dramatic side lighting with a haze beam, water droplets on the glass, dark charcoal background with a subtle gradient, the label text crisp and correctly spelled, high-end commercial fragrance advertising style.
Reference
Keep the reference subject's face, hair, outfit, and pose while moving her to a misty mountain-lake yoga deck at sunrise.
Dimension review
Keeps the eye shape, jawline, nose, closed-mouth expression, bangs, and ponytail closest to the reference.
Introduces a broad toothy smile and visible changes to the eyes and face shape, producing the largest identity shift.
Completes the wooden deck, mountain lake, pine forest, mist, sunrise, outfit, and original stretch pose.
Also performs the full location change and retains the outfit and stretch, despite the facial-expression change.
Limb placement, hands, socks, clothing, bracelet, and jade bangle remain coherent with the reference pose.
The body and pose remain continuous and usable; no clear anatomy failure separates it from the other edits.
Exact source prompt
Keep the same woman from the reference photo — preserve her face, hairstyle, and identity exactly. Change the scene: she is now stretching on a wooden yoga deck overlooking a mountain lake at sunrise, wearing the same outfit, with soft golden light, mist over the water, and distant pine forests. Natural photorealistic result, consistent facial proportions, no alteration of her facial features.
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