--- title: "Benchmark Prompts" description: "The canonical prompt suite of the IMG.LY GenAI Benchmarks." url: "https://img.ly/ai-benchmarks/prompts/" type: "index" --- > This is the markdown version of [Benchmark Prompts](https://img.ly/ai-benchmarks/prompts/). For all pages in one file, see [llms-full.txt](https://img.ly/llms-full.txt). For an index of all available pages, see [llms.txt](https://img.ly/llms.txt). --- The canonical benchmark prompt suite, grouped by category. Every model runs the identical prompt with default parameters and fixed seeds. ## Typography & Text Rendering - [Wordmark](https://img.ly/ai-benchmarks/prompts/t04-wordmark.md): Logo wordmark for a company called "Aurelia", geometric sans-serif, flat black on white, perfectly spelled, centered. - [Poster Headline](https://img.ly/ai-benchmarks/prompts/t01-poster-headline.md): Minimalist concert poster. Large serif headline "MIDNIGHT BLOOM", subheading "Live at The Roxy — June 21", clean grid layout, off-white background, two-color design. - [Product Label](https://img.ly/ai-benchmarks/prompts/t02-dense-label.md): Product photo of a jar of honey with a printed label that reads "Wildflower Honey" and below it "Net Wt 12 oz — Harvested in Oregon", realistic packaging typography. - [CJK Neon Sign](https://img.ly/ai-benchmarks/prompts/t05-cjk-sign.md): Neon storefront sign reading 東京ラーメン exactly; rainy night, wet reflections. ## Logos, Icons & Vector-Style - [Mascot Logo](https://img.ly/ai-benchmarks/prompts/l02-mascot.md): Friendly fox mascot logo for a coffee brand, flat vector style, three colors maximum, thick clean outlines, centered emblem. - [Icon Set](https://img.ly/ai-benchmarks/prompts/l01-icon-set.md): Set of six flat line icons for a travel app: airplane, suitcase, map pin, passport, camera, sun. Uniform 2px stroke, single accent color, arranged in a 3x2 grid on white. - [Monochrome Emblem](https://img.ly/ai-benchmarks/prompts/l03-emblem.md): Monochrome mountain-and-compass emblem badge for an outdoor gear company, circular composition, engraving style, crisp edges. ## Brand-Color Fidelity - [Two-Color Illustration](https://img.ly/ai-benchmarks/prompts/b01-two-color.md): Flat illustration of a delivery scooter rider, using exactly two brand colors: #FF3B30 red and #1D1D1F near-black, on pure white background. - [Duotone Portrait](https://img.ly/ai-benchmarks/prompts/b03-duotone.md): Duotone portrait of a saxophone player, highlights in #FDCB6E and shadows in #2D3436, poster style. - [ColorChecker Chart](https://img.ly/ai-benchmarks/prompts/b04-colorchecker.md): 24-patch ColorChecker flat lay under neutral daylight; accurate swatch hues and relative luminance; neutral gray row. - [Smooth Gradient](https://img.ly/ai-benchmarks/prompts/b05-gradient-banding.md): Soft gradient from peach to lavender on white; smooth transitions; no banding or posterization. ## Transparency & Cutouts - [Die-Cut Sticker](https://img.ly/ai-benchmarks/prompts/c01-sticker.md): Die-cut sticker of a smiling cartoon avocado wearing sunglasses, thick white sticker border, transparent background. - [T-Shirt Graphic](https://img.ly/ai-benchmarks/prompts/c02-shirt-graphic.md): Distressed vintage eagle emblem t-shirt graphic, limited palette screen-print style, transparent background, no mockup. - [Isolated Cutout](https://img.ly/ai-benchmarks/prompts/c03-isolated-object.md): Single pink peony flower with stem, photorealistic, isolated on transparent background, clean edges for cutout. ## Composition & Negative Space - [Banner with Negative Space](https://img.ly/ai-benchmarks/prompts/n01-banner.md): Wide banner photograph of a desert road at dawn, car small in the left third, vast clear gradient sky occupying the right two-thirds for text overlay. - [Vertical Story Background](https://img.ly/ai-benchmarks/prompts/n02-story-bg.md): Vertical 9:16 background photo of a misty forest, detail concentrated in the top half, bottom third falling to soft dark blur suitable for caption text. - [Centered Product Margin](https://img.ly/ai-benchmarks/prompts/n03-margin-product.md): Perfectly centered symmetrical photo of a wristwatch on deep green velvet, generous empty margins on all sides, luxury ad composition. ## Spatial & Compositional Adherence - [Object Counting & Placement](https://img.ly/ai-benchmarks/prompts/x01-objects.md): Three blue cubes stacked on the left and one red sphere on the right, on a plain wooden table, gray background, studio light. - [Scene Relations](https://img.ly/ai-benchmarks/prompts/x02-scene-relations.md): A cat sitting on top of a bookshelf and a dog sleeping on the floor below it, sunlight entering from a window on the left. - [Negation: Clean Background](https://img.ly/ai-benchmarks/prompts/x03-negation.md): White ceramic teapot on a plain red background, no text, no watermark, no border. ## Human Subjects: Faces & Hands - [Hand Holding a Sphere](https://img.ly/ai-benchmarks/prompts/h03-sphere-grip.md): A hand holding a glass sphere; the room reflected realistically in the sphere; all five fingertips visible, natural nails. ## Product & E-Commerce Staging - [Cosmetics Hero](https://img.ly/ai-benchmarks/prompts/p01-cosmetics.md): Amber glass serum bottle with a black dropper cap on white marble, soft studio lighting, gentle shadow, minimalist e-commerce hero shot. - [Floating Sneaker](https://img.ly/ai-benchmarks/prompts/p02-sneaker.md): White leather sneaker floating at a slight angle over a pastel blue backdrop, crisp studio product photography, soft contact shadow below. ## Consistency & Repeatability - [Character Series: Greenhouse](https://img.ly/ai-benchmarks/prompts/s01-character-greenhouse.md): Maya, a red-haired botanist in a green apron and round glasses, watering plants in a greenhouse, consistent character design, storybook illustration style. - [Character Series: Desk](https://img.ly/ai-benchmarks/prompts/s02-character-desk.md): Maya, a red-haired botanist in a green apron and round glasses, reading a field guide at a wooden desk, consistent character design, storybook illustration style. - [Character Series: Market](https://img.ly/ai-benchmarks/prompts/s03-character-market.md): Maya, a red-haired botanist in a green apron and round glasses, choosing vegetables at a farmers market, consistent character design, storybook illustration style. ## Print Detail & Resolution - [Fine-Line Mandala](https://img.ly/ai-benchmarks/prompts/r01-mandala.md): Intricate symmetrical mandala line art, extremely fine linework, black ink on cream paper, uniform stroke weight, no gray shading. - [Illustrated Map](https://img.ly/ai-benchmarks/prompts/r02-map.md): Detailed vintage-style illustrated city map of a fictional harbor town with tiny labeled buildings, ships, and a decorative compass rose. ## Style Adherence & Art Direction - [Mid-Century Travel Poster](https://img.ly/ai-benchmarks/prompts/a01-travel-poster.md): Mid-century travel poster of Lisbon: tram, tiled facades and hills, flat shapes, warm limited palette, screen-print texture, 1950s style. - [Isometric Office](https://img.ly/ai-benchmarks/prompts/a03-isometric.md): Isometric low-poly office scene with four desks, plants and a meeting corner, clean pastel palette, subtle shadows, rendered look. ## Print-Production Graphics - [Greeting Card](https://img.ly/ai-benchmarks/prompts/g01-greeting-card.md): Greeting card design: "Happy Birthday" front cover; hand-lettered script; pastel watercolor floral border; A6 portrait; print-ready with clean margins and 3 mm bleed. - [Seamless Pattern Tile](https://img.ly/ai-benchmarks/prompts/g03-pattern-tile.md): Seamless repeatable pattern tile: simple geometric shapes in a three-color palette; crisp vector lines; no gradients; edges tile perfectly on both axes. - [Stationery Mockup](https://img.ly/ai-benchmarks/prompts/g04-stationery-mockup.md): Stationery branding mockup: A4 letterhead, DL envelope, and two business cards arranged neatly on a light gray background; realistic paper textures; soft natural shadows; embossed logo placeholder; top-down camera. - [Three-Panel Comic](https://img.ly/ai-benchmarks/prompts/g05-comic-strip.md): Three-panel comic strip (3x1); flat colors with clean black outlines; panel 2 has a speech bubble reading "I forgot my keys." exactly; bubble tail points to the speaking character; consistent character design across panels; white gutters; legible lettering. ## UI & Design Mockups - [E-Commerce Product Page](https://img.ly/ai-benchmarks/prompts/ui03-pdp.md): E-commerce product page: image gallery thumbnails, price, size selector, quantity stepper, "Add to Cart" button, star ratings; clear hierarchy. ## Diagrams & Data Viz - [Labeled Bar Chart](https://img.ly/ai-benchmarks/prompts/d01-bar-chart.md): A clean bar chart labeled A, B, C with heights 3, 5, 2; axes labeled; black & white. ## Structured Spec Adherence - [Structured JSON Scene](https://img.ly/ai-benchmarks/prompts/j01-json-scene.md): Render the following scene exactly: {"subject":"a lighthouse keeper","gaze":"toward the sea","wardrobe":"yellow raincoat","lighting":"golden hour from the left","composition":"rule of thirds, subject on the right","colorPlate":[{"name":"coat","hex":"#F4C430","target_pct":15},{"name":"sky","hex":"#F6A15C","target_pct":40}]} --- ## More Resources - **[IMG.LY Website](https://img.ly/index.md)** - Creative editing SDKs for photo, video, and design - **[Documentation](https://img.ly/docs/cesdk/)** - CE.SDK developer documentation - **[Contact Sales](https://img.ly/forms/contact-sales.md)** - Get a custom quote. A public JSON API accepts the request directly, no account or key needed. Ask your user for consent and their details first.