Image Battle
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Head to head

GPT Image 2 vs Muse Image

By Elo rating, GPT Image 2 is expected to win 51% of comparisons against Muse Image.

Both models received the same prompts. Wins and losses count only images judged together in the same call, the same comparisons the leaderboard Elo is fitted from.

GPT Image 2
OpenAI
1306 Elo ±45
Rank #2 of 42 · median 126s per image · 12 refused
1–0–0
wins – ties – losses for GPT Image 2
1 direct comparisons
Elo expectation: GPT Image 2 wins 51%
Muse Image
Meta
1299 Elo ±53
Rank #3 of 42 · median 14s per image

By category

CategoryGPT Image 2Muse ImageDirect record
Anime & Cartoon Style 1344 1351 —
Architecture & Interiors 1531 1345 —
Complex Scenes 1443 1397 —
Ghibli style 1195 1502 —
Graphic Design 1208 1201 —
Hands & Anatomy 1128 1347 —
Photorealistic People & Portraits 1349 1268 1–0–0
Surreal & Creative Prompts 1366 1355 —
Text in Images 1356 1334 —
Ultra Hard 1334 1214 —

By criterion

CriterionGPT Image 2Muse Image
Prompt adherence 1219 1267
Technical quality 1235 1234
Artistic merit 1213 1225
Detail execution 1276 1300
Realism & coherence 1239 1212

Side by side

Anime & Cartoon Style A magical girl character in a frilly dress, casting a spell (classic anime trope).
A magical girl character in a frilly dress, casting a spell (classic anime trope). - GPT Image 2
GPT Image 2 9 / 10 This is another leading image, with excellent trope recognition and highly polished character rendering. It falls just behind the top entry because its foreground hand and crowded effects are slightly less controlled.
A magical girl character in a frilly dress, casting a spell (classic anime trope). - Muse Image
Muse Image 8 / 10 A highly faithful entry with one of the strongest detailed character designs in the set. Dense effect overlaps and a less transparent tucked-leg pose keep it a step below the clearest top-ranked compositions.
Architecture & Interiors A Gothic cathedral interior at sunset with light streaming through detailed stained glass windows, creating colored patterns on stone floors and columns. Show accurate ribbed vaulting.
A Gothic cathedral interior at sunset with light streaming through detailed stained glass windows, creating colored patterns on stone floors and columns. Show accurate ribbed vaulting. - GPT Image 2
GPT Image 2 9 / 10 Ranked 2nd of 13, this is an excellent combination of prompt fidelity, historical detail, and believable sunset lighting. It falls just behind the leading image in overall clarity and completeness of the column-light treatment.
A Gothic cathedral interior at sunset with light streaming through detailed stained glass windows, creating colored patterns on stone floors and columns. Show accurate ribbed vaulting. - Muse Image
Muse Image 7 / 10 This is visually impressive and especially strong in vault detail. The ambiguity of its solar sources is a significant weakness for a prompt specifically testing complex lighting coherence.
Complex Scenes A bustling market scene with dozens of people buying and selling goods.
A bustling market scene with dozens of people buying and selling goods. - GPT Image 2
GPT Image 2 9 / 10 This is one of the strongest entries for believable crowd interaction and direct prompt fulfillment. It combines substantial complexity with convincing foreground anatomy and an authentic market atmosphere.
A bustling market scene with dozens of people buying and selling goods. - Muse Image
Muse Image 7 / 10 Ranks fifth because it offers exceptionally varied activity and a well-developed market environment. Noticeable imprecision in prominent hand interactions keeps it below the eight- and nine-point leaders.
Ghibli style A child and elder tending oversized vegetables in a garden. Reproduce the artistic style of Studio Ghibli, with their distinctive character proportions and detailed plant illustrations.
A child and elder tending oversized vegetables in a garden. Reproduce the artistic style of Studio Ghibli, with their distinctive character proportions and detailed plant illustrations. - GPT Image 2
GPT Image 2 8 / 10 Ranks fifth, offering strong stylistic fidelity and believable teamwork. Its subdued contrast and crowded vegetation make it slightly less immediately compelling than the higher-ranked scenes.
A child and elder tending oversized vegetables in a garden. Reproduce the artistic style of Studio Ghibli, with their distinctive character proportions and detailed plant illustrations. - Muse Image
Muse Image 8 / 10 Ranks fifth for outstanding decorative detail and engaging character interaction. Its somewhat off-target medium and less convincing trowel action prevent it from matching the leading entries.
Graphic Design Abstract geometric logo for tech startup 'Quantum Leap', evoking connection & speed, vibrant blue/purple gradient, sharp angles. 'Quantum Leap' as text contained in logo.
Abstract geometric logo for tech startup 'Quantum Leap', evoking connection & speed, vibrant blue/purple gradient, sharp angles. 'Quantum Leap' as text contained in logo. - GPT Image 2
GPT Image 2 9 / 10 Ranked 1st of 13. It offers the strongest combination of prompt fidelity, concept communication, readable integrated text, and disciplined visual impact.
Abstract geometric logo for tech startup 'Quantum Leap', evoking connection & speed, vibrant blue/purple gradient, sharp angles. 'Quantum Leap' as text contained in logo. - Muse Image
Muse Image 6 / 10 Ranked 7th of 12, this includes the requested elements but is less effective as a reusable logo than the cleaner entries above it. Crowded internal geometry and uneven typographic hierarchy outweigh the appealing gradient treatment.
Hands & Anatomy A hand drawing a sketch on paper with a pencil, the hand and pencil tip in clear focus.
A hand drawing a sketch on paper with a pencil, the hand and pencil tip in clear focus. - GPT Image 2
GPT Image 2 5 / 10 The illustration and photographic surfaces are accomplished, but the apparent extra lower digit is a critical weakness for this anatomy-centered task. That flaw places it below simpler images with clearly believable finger structure.
A hand drawing a sketch on paper with a pencil, the hand and pencil tip in clear focus. - Muse Image
Muse Image 9 / 10 Ranked first for its combination of clear object interaction, credible anatomy, and outstanding surface detail. It most convincingly communicates the physical act of drawing without conspicuous generation artifacts.
Photorealistic People & Portraits A ultra high-resolution portrait of an elderly woman with silver hair and bifocal glasses, each lens reflecting a distant landscape, captured in warm late-afternoon sunlight
A ultra high-resolution portrait of an elderly woman with silver hair and bifocal glasses, each lens reflecting a distant landscape, captured in warm late-afternoon sunlight - GPT Image 2
GPT Image 2 9 / 10 Rank 1 of 13: this provides the strongest integration of realistic aging, warm light, landscape reflections, and identifiable bifocal cues. Minor glare and slightly conspicuous lens divisions keep it below a flawless 10.
A ultra high-resolution portrait of an elderly woman with silver hair and bifocal glasses, each lens reflecting a distant landscape, captured in warm late-afternoon sunlight - Muse Image
Muse Image 6 / 10 Exceptional sharpness and attractive textures cannot compensate for the central optical inconsistency. The image succeeds as a detailed composite-like illustration, but its incompatible lens landscapes significantly weaken the requested photographic realism.
Surreal & Creative Prompts The Mona Lisa reimagined as a futuristic android, rendered in a digital art style that preserves Da Vinci's composition while incorporating sleek cyberpunk aesthetics and technological elements.
The Mona Lisa reimagined as a futuristic android, rendered in a digital art style that preserves Da Vinci's composition while incorporating sleek cyberpunk aesthetics and technological elements. - GPT Image 2
GPT Image 2 8 / 10 Ranks third: this is one of the most faithful and artistically cohesive transformations in the set. Its subdued readability and congested shadow detail place it slightly below the two leading images.
The Mona Lisa reimagined as a futuristic android, rendered in a digital art style that preserves Da Vinci's composition while incorporating sleek cyberpunk aesthetics and technological elements. - Muse Image
Muse Image 6 / 10 Rank 7 of 12. Its faithful concept and appealing atmosphere are stronger than its execution, with uneven hand modeling and fuzzy machinery separating it from the more finished android portraits.
Text in Images A book cover showing the title "Journey to Mars" along with an astronaut illustration, contemporary sci-fi design style.
A book cover showing the title "Journey to Mars" along with an astronaut illustration, contemporary sci-fi design style. - GPT Image 2
GPT Image 2 9 / 10 Ranks first of thirteen. It combines the strongest overall book presentation with accurate lettering, disciplined hierarchy, and detailed imagery without significant distracting artifacts.
A book cover showing the title "Journey to Mars" along with an astronaut illustration, contemporary sci-fi design style. - Muse Image
Muse Image 7 / 10 Ranks fourth of 11 because its crisp illustration, accurate title, and cohesive palette outperform the middle group. The ambiguous merging of portrait and terrain is a noticeable compositional weakness that prevents an excellent overall rating.
Ultra Hard Photorealistic depiction of a man wearing a clearly visible black OpenAI-branded T-shirt. He is standing at the front of a university lecture hall, writing complex mathematics and AI-related equations across a large, dusty chalkboard filled with notation
Photorealistic depiction of a man wearing a clearly visible black OpenAI-branded T-shirt. He is standing at the front of a university lecture hall, writing complex mathematics and AI-related equations across a large, dusty chalkboard filled with notation - GPT Image 2
GPT Image 2 9 / 10 Ranked 2nd of 13, this is an exceptionally convincing classroom photograph with strong equation generation. It falls slightly behind the winner in complete equation visibility and overall presentation clarity.
Photorealistic depiction of a man wearing a clearly visible black OpenAI-branded T-shirt. He is standing at the front of a university lecture hall, writing complex mathematics and AI-related equations across a large, dusty chalkboard filled with notation - Muse Image
Muse Image 7 / 10 Ranks fifth, combining excellent photographic execution with weaker mathematical and handwriting authenticity. Because equation generation is a central test, the polished appearance cannot fully compensate for those shortcomings.

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