Head to head: Meta Muse Image Edit vs Krea 3 Edit
Meta Muse Image Edit vs Krea 3 Edit
By Ryan Merket · Published
A head-to-head across eight image-editing tasks, from rain-soaked street scenes and still lifes to typography, anatomy, and fine material detail. The comparison turns on how consistently each model translates specific visual instructions into a coherent finished image.
Meta Muse Image Edit leads the saved task sample with an aggregate score of **67.3**, against **60.0** for Krea 3 Edit. It won six tasks, Krea won none, and two were ties—a decisive result in this sample, not a statistical claim. Muse’s edge shows up in scenes where several instructions need to work together. Its rainy arcade image made the ramen-shop interior, chrome scooter, and broad wet reflections read as one scene; its florist had windblown receipts and a more convincing mid-stride pose. It also handled the named-art-style and mechanic-jacket prompts with stronger composition and more legible, specific details. Krea had moments of strength: its kiosk label was cleaner and its copper object read more clearly as a bicycle bell, while its ukiyo-e image had a strong style. In the multi-line text task, both models rendered the wording correctly, but Muse’s more prominent, better-filled poster carried the saved verdict. These advantages weren’t enough to turn any task into a Krea win. The two ties came on hands and anatomy, and attribute binding. Both models met the core requirements there, with differences in naturalness and finish that did not change the saved outcomes. **Call: Meta Muse Image Edit wins this head-to-head, on the strength of its six task wins and higher aggregate score. This assessment applies to the saved task sample, not to image editing in general.**
Rainy arcade window reflections
A cinematic nighttime street scene under a narrow arcade in Osaka-inspired downtown, 16:9: a corner ramen shop with a curved plate-glass window reflects the neon signs across the street while also revealing the interior stools, steam, and condiment jars through the glass; a chrome delivery scooter parked outside mirrors distorted streaks of magenta and cyan signage, and a shallow rain puddle on the black asphalt reflects the shop lantern and passing umbrella silhouettes with accurate perspective; include subtle refraction through the bent glass, realistic double reflections, and believable transparency, rendered in crisp contemporary photo-real style from a low three-quarter angle.
OpenAI: GPT-6 Luna: Model A more fully captures the prompt with a vivid curved ramen-shop window, clearly visible interior details, a reflective chrome scooter, and expansive rain-slick reflections. Model B includes the arcade and umbrella silhouettes, but its smaller puddle and softer, less polished rendering make the scene less compelling. (Second judge pass, order swapped — scores are the average of both: Model A more convincingly combines the curved, rain-streaked window, visible ramen-shop interior, distorted | Anthropic: Claude Fable 5.1: Model A delivers most of the requested elements…
Color-bound kiosk still life
A hyper-real urban sidewalk still life at blue hour, 16:9: in front of a shuttered newsstand labeled "Moroz Parcel & Maps," five distinct objects are lined up on a wet concrete ledge, each with its own exact color and material that must remain perfectly bound to the correct object: a matte teal ceramic coffee cup, a polished copper bicycle bell, a translucent amber glass spray bottle, a brushed violet aluminum flashlight, and a pale pink wool glove draped over the edge; behind them, a torn subway poster and sodium-vapor streetlights create warm-cool contrast, with shallow depth of field but every object fully readable, cinematic realism, no color bleeding between objects.
OpenAI: GPT-6 Luna: Model A gives the objects stronger scale and clarity, with convincing wet-surface reflections, blue-hour atmosphere, and a glove clearly draped over the ledge. Model B renders the kiosk label more cleanly and its copper object reads more like a bicycle bell, but the overall scene feels flatter and the objects are less prominent. (Second judge pass, order swapped — scores are the average of both: Model A has stronger cinematic realism, depth, and material detail, with the amber spray bottle and a | Anthropic: Claude Fable 5.1: Model A delivers a hyper-real, cinematic close-…
Crosswalk florist hands
A naturalistic street portrait at golden hour, 16:9: a young florist stepping off a tram track crosswalk in the old quarter, turning slightly toward camera while carrying a bundle of long-stemmed paper-wrapped anemones in one arm and using the other hand to shield loose receipt slips from the wind; show the person clearly head-to-knee with anatomically correct shoulders, elbows, wrists, and two fully visible hands with five natural fingers each, believable grip on the bouquet and papers, proportional legs and feet mid-stride, expressive face, soft sun bouncing off shop windows, candid documentary photography style.
OpenAI: GPT-6 Luna: Model A more convincingly captures the candid golden-hour florist scene, with loose receipts caught in the wind, a clear bouquet grip, and a lively mid-stride pose. Model B includes the tram tracks and full figure, but the papers appear held rather than shielded from the wind and the framing and lighting are less compelling. (Second judge pass, order swapped — scores are the average of both: Model A more fully captures the candid golden-hour florist scene, with windblown receipts, a convincing b | Anthropic: Claude Fable 5.1: Model A delivers a rich golden-hour old-quarter…
Named art style
A ukiyo-e woodblock print of a fishing boat riding a large cresting wave at dawn, faithful to the flat color planes, bold outlines, and stylized foam of the tradition, muted indigo and cream palette.
OpenAI: GPT-6 Luna: Model A more clearly places the fishing boat beneath a towering cresting wave at dawn, with bold outlines, stylized foam, and the requested muted indigo-and-cream palette. Model B has a strong ukiyo-e look, but the boat feels smaller and less caught up in the wave, and the dawn setting is less distinct. (Second judge pass, order swapped — scores are the average of both: Model A more fully captures the ukiyo-e tradition with bold outlines, stylized foam, a muted indigo-and-cream palette, and a cl | Anthropic: Claude Fable 5.1: Model A delivers every prompt element explicitl…
Legible multi-line text
A minimalist event poster with three lines of crisp, correctly-spelled text stacked and centered: 'NIGHT MARKET' large on top, 'Fridays · 6–11pm' in the middle, 'Riverside Pier 4' at the bottom, on a deep navy background, clean sans-serif, subtle grain.
OpenAI: GPT-6 Luna: Model A presents all three lines clearly and correctly, with a prominent headline and a polished navy, subtly textured poster design. Model B renders the wording cleanly too, but the text is small and clustered near the top, leaving the composition feeling underfilled. (Second judge pass, order swapped — scores are the average of both: Model B follows the minimalist brief closely, with all three lines crisp, correctly rendered, and centered on a deep navy background with subtle grain. Model A ha | Anthropic: Claude Fable 5.1: Model A renders all three lines perfectly spell…
Hands & anatomy
A natural candid photo of a person tying a friendship bracelet, both hands clearly visible with anatomically correct fingers and a plausible grip on the threads, soft daylight, shallow depth of field, 16:9.
OpenAI: GPT-6 Luna: Model A more convincingly shows both hands naturally tying the threads, with clear anatomy, soft daylight, and shallow depth of field. Model B follows the craft activity, but its overhead setup feels less candid and the fingers appear somewhat less natural. (Second judge pass, order swapped — scores are the average of both: Model A has more natural-looking hands and a clear, plausible pinch-and-pull grip on the threads, with soft daylight and shallow depth of field. Model B shows the bracelet mo | Anthropic: Claude Fable 5.1: Model B shows a convincingly real friendship-br…
Attribute binding
A photorealistic tabletop scene: a matte green cube to the LEFT of a glossy red sphere, a small blue cylinder BEHIND both, and a single yellow rubber duck sitting ON TOP of the cube. Colors must stay on the correct objects. Soft studio light, 16:9.
OpenAI: GPT-6 Luna: Model A more convincingly matches the soft, photorealistic tabletop brief, with a clearly matte green cube, glossy red sphere, and the yellow duck resting on top; Model B includes the same arrangement but has a harder, less natural-looking finish and a less matte cube. Both place the blue cylinder behind the other objects and use a wide composition. (Second judge pass, order swapped — scores are the average of both: Model B more clearly fulfills the requested 16:9 tabletop arrangement, with all | Anthropic: Claude Fable 5.1: Both bind every color to the correct object and…
Mechanic jacket micro-detail
A close, sharply focused editorial portrait on a downtown alley fire escape, 16:9: a bike courier's abandoned outfit hangs from a metal railing in morning sidelight — a charcoal selvedge denim jacket with visible diagonal weave, frayed cuff threads, tiny embroidered patch reading "Route 17B," oil-smudged tan canvas tool roll with brass snaps, rain-speckled black nylon messenger bag with fine ripstop grid, and a small potted fern whose serrated leaflets overlap rusted bolts and peeling paint; ultra-detailed realism emphasizing crisp fabric texture, stitching, metal corrosion, foliage edges, and no smudging or mushy detail.
OpenAI: GPT-6 Luna: Model A more fully captures the requested crisp editorial realism, with clearly legible “Route 17B,” frayed denim, oil-marked canvas, rain-speckled ripstop, and convincing rust and foliage detail. Model B includes the key objects and a readable patch, but its textures and lighting feel less vivid and its tool roll is less distinctly oil-smudged. (Second judge pass, order swapped — scores are the average of both: Model A has the stronger cinematic editorial composition and exceptionally crisp fab | Anthropic: Claude Fable 5.1: Model A renders the patch text "Route 17B" corr…
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