Head to head: Meta Muse Image Edit vs Krea 2 Large
Meta Muse Image Edit vs Krea 2 Large
By Ryan Merket · Published
Eight image-editing prompts put spatial control, material rendering, anatomy and fine-grained prompt adherence to the test. The results show how each model handles both tightly specified scenes and detail-heavy editorial imagery.
Meta Muse Image Edit won all eight tasks, with no ties, and finished ahead of Krea 2 Large on aggregate score, 68.1 to 52.0. The statistical verdict puts that sweep at limited confidence. This was not a single standout image carrying the matchup: Muse led across interiors, food, reflections, hands and palette-constrained illustration. Its advantage was most apparent when prompts specified both objects and their relationships. In the spatial-layout scene, Muse placed the bed, rug, desk and lamp as requested in a cohesive isometric room; in the copper-pot scene, it kept the pot beside the walnut board and preserved the brief’s lighting and styling. Krea’s versions were often attractive, but tighter furniture spacing and moving the pot onto the board weakened fidelity. Muse also held onto details that made the more elaborate briefs distinctive: the tea-sprint image included the airborne tea and whipping scarf, while its kumquat tart foregrounded sliced fruit, gel bubbles and laminated pastry. It handled reflections more convincingly too, showing the window and apple across the teapot and water. Krea brought energy and polish, but missed or softened specific requirements—among them the bao presentation, the tart’s kumquat focus and the requested wide frame in the reflection task. Muse was not flawless: its restricted-palette scene strayed into gray, and Krea sometimes had a stronger sense of the wider setting. But those were exceptions, not a countertrend. **Verdict: Meta Muse Image Edit wins decisively—8–0—because it more consistently turns detailed instructions into the image actually requested.**
Spatial layout
A clean isometric illustration of a bedroom: a bed against the LEFT wall, a round rug centered on the floor, a desk under the WINDOW on the back wall, and a floor lamp in the FRONT-RIGHT corner. Flat-vector style, consistent perspective.
OpenAI: GPT-6 Luna: Model A places all requested furnishings in the specified locations and presents them in a cohesive, polished isometric scene. Model B also follows the layout well, but its bolder colors and tighter furniture spacing make the composition feel less balanced. (Second judge pass, order swapped — scores are the average of both: Model B follows the requested placements with crisp isometric geometry, while Model A also places the bed, centered rug, desk beneath the back-wall window, and lamp in the fr | Anthropic: Claude Fable 5.1: Model A places the bed on the left wall, a cent…
Tangerine Tea Splash Sprint
Freeze-frame action photograph of a young server pivoting through a crowded night market stall while catching a tilting tray of three tulip glasses of tangerine-black tea and a plate of sesame twists, one shoe skidding on rain-dark cobblestones, amber tea arcing into the air in sharp droplets, scarf and apron whipping sideways, steam trailing from a nearby bao basket, faces in the background streaked with motion blur, electric sign glow and wet pavement reflections emphasizing speed and dynamic energy, cinematic realism, 16:9
OpenAI: GPT-6 Luna: Model A more closely captures the requested freeze-frame save, with three glasses, sesame twists, airborne tea, a whipping scarf, steaming bao, and wet night-market reflections. Model B has lively movement and strong lighting, but the separate bao basket and square framing diverge from the prompt, and its image is less convincing technically. (Second judge pass, order swapped — scores are the average of both: Model A better captures the cinematic 16:9 night-market sprint, with vivid tea splashes | Anthropic: Claude Fable 5.1: Model A nails nearly every element—three tulip…
Atrium Soda Fountain Refractions
Hyperreal scene in a forgotten art-deco soda fountain inside the Helicon Arcade: a tall phosphate glass filled with pale green celery soda, striped paper straw, and two translucent ice cubes sits on a chrome counter in front of a foxed mirror and a glass cake dome holding five blackberry éclairs; the image must show accurate reflections in chrome and mirror, correct refraction and magnification through the curved glass, caustic highlights through the drink onto the counter, condensation beads, warped reflected neon lettering from outside, and layered transparency of glass, syrup, ice, and mirror depth under late-afternoon sun, 16:9
OpenAI: GPT-6 Luna: Model A more fully realizes the requested sunlit art-deco soda fountain, with vivid chrome and mirror reflections, condensation, layered glass effects, and striking caustic highlights. Model B includes the main props and a visible mirror reflection, but its lighting and refraction effects are less convincing and the scene feels less richly detailed. (Second judge pass, order swapped — scores are the average of both: Model A better fulfills the wide art-deco soda-fountain scene, with vivid late-a | Anthropic: Claude Fable 5.1: Model A delivers the 16:9 format, foxed mirror…
Reflections & glass
A photorealistic close-up of a chrome teapot on a polished dark marble counter next to a glass of water; the window and a red apple on the counter must be correctly reflected in BOTH the chrome and the water's surface, dramatic side light, 16:9.
OpenAI: GPT-6 Luna: Model A more clearly delivers the requested dramatic close-up, with the window and red apple visibly reflected in both the chrome teapot and the water, while Model B has weaker surface reflections and misses the 16:9 format. Model A also has the more polished, cohesive composition and stronger lighting. (Second judge pass, order swapped — scores are the average of both: Model A more clearly shows the window and red apple reflected in both the chrome and the water, and it also matches the request | Anthropic: Claude Fable 5.1: Model A delivers the required 16:9 frame, drama…
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 closely matches the candid, daylight 16:9 scene and shows both hands plausibly working the bracelet threads. Model B has clear hands and a well-made bracelet, but feels posed, uses a plain backdrop, and shows the bracelet being held rather than actively tied. (Second judge pass, order swapped — scores are the average of both: Model A better matches the candid, soft-daylight 16:9 photo brief, with both hands naturally working the threads and a convincing shallow depth of field. Model | Anthropic: Claude Fable 5.1: Model A delivers the requested 16:9 candid scen…
Restricted palette
A flat-vector illustration of a mountain campsite at dusk using ONLY four colors — cream, burnt orange, teal, and charcoal — with no gradients and no stray off-palette colors, balanced composition, 16:9.
OpenAI: GPT-6 Luna: Model A better follows the requested 16:9 flat-vector campsite scene, with a tent and clear dusk details, though its mountain and tree-trunk grays stray from the palette. Model B has a polished look but is square rather than 16:9 and uses visible gradients, weakening adherence to the strict constraints. (Second judge pass, order swapped — scores are the average of both: Model A better matches the requested 16:9 flat-vector campsite-at-dusk scene and has a balanced, readable composition, though i | Anthropic: Claude Fable 5.1: Model A delivers a crisp, well-balanced 16:9 fl…
Makro Kumquat Tart Lens Test
Macro close-up food photograph of a single kumquat tartlet on a pale celadon plate, shot at table height with a 100mm macro lens at very shallow depth of field: razor-sharp sugar crystals on the glazed fruit, tiny bubbles in the apricot gel, flaky laminated pastry layers, a faint dusting of pistachio and one fallen thyme blossom, creamy cafe background dissolving into circular bokeh, off-center composition with negative space, soft north-window light and delicate shadows, luxury patisserie styling
OpenAI: GPT-6 Luna: Model A closely matches the macro patisserie brief, with glistening sliced kumquats, visible gel bubbles and sugar crystals, crisp laminated layers, a fallen blossom, and soft bokeh. Model B has an attractive tartlet and celadon plate, but the single whole fruit and herb sprig miss several requested details and feel less distinctly kumquat-focused. (Second judge pass, order swapped — scores are the average of both: Model A better captures the macro patisserie brief with crisp laminated layers, g | Anthropic: Claude Fable 5.1: Model A nails nearly every macro detail—sugar c…
Copper Potluck Windowlight
Photorealistic editorial food scene inside a small bistro kitchen at 7:12 a.m.: a cook in a faded indigo apron sets a dented copper pot of saffron mussels beside a walnut cutting board with lemon halves, coarse salt, a folded steam-damp linen towel, and a brushed-steel chef’s knife; believable winter window light from the left with cool skylight fill, warm tungsten practicals in the background, soft contact shadows, subtle skin translucency on the cook’s hand, realistic condensation on the pot lid, tarnished copper, wet black shells, end-grain wood, crisp cotton weave, and polished metal all rendered with physically convincing materials, shallow editorial depth of field, 16:9
OpenAI: GPT-6 Luna: Model A more closely matches the requested moment and details, with the dented, condensation-covered copper pot beside the walnut board and the specified cool windowlight and warm practicals. Model B has a stronger sense of the wider kitchen, but the pot sits on the board and the extra cook and less exact apron styling make it a looser interpretation. (Second judge pass, order swapped — scores are the average of both: Model A more closely matches the requested 16:9 editorial scene, with convinci | Anthropic: Claude Fable 5.1: Model A delivers the 16:9 editorial frame with…
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