Turn a Brief into a Text to Image Concept
Last verified: July 28, 2026
A campaign designer has a headline, a mood, and no finished artwork. Instead of opening with a blank canvas, they can describe a candlelit product scene, an editorial portrait, a storybook landscape, or a clean app illustration and generate visual directions for review.
Text to Image converts natural-language descriptions into new images, making it useful for marketers, designers, founders, educators, and creators who need to explore composition, style, color, and mood before investing in a final production route. It works as a rapid visual sketchbook: write a precise brief, inspect the result, then refine the words that control the scene.
Vidofy brings the broader model roster into one interface; use the comparison below to match each brief to a practical starting point.
Text to Image at a Glance
A database-backed view of what the category accepts and which controls appear across its active roster.
Active models available
47 generation models
Input type
text
Output media
image
Supported aspect ratios
1:1, 1:2, 1:3, 2:1, 2:3, 3:1, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9
Negative prompt support
Available on 12 of 47 models
Seed / reproducibility control
Available on 25 of 47 models
Compare Text to Image Models Side by Side
This table isolates an admin-curated set from the broader image-generation roster so expected usage, runtime, quality profile, platform controls, and creative strengths can be read like for like. Use it as a starting point, then route each brief by the tradeoff that matters most.
| Feature | Wan 2.7 Pro | Grok Imagine 1.5 | Nano Banana 2 Lite | Seedream 5.0 Pro | GPT Image 2 | Nano Banana 2 | Recraft V4 | GPT Image 1.5 |
|---|---|---|---|---|---|---|---|---|
| Cost per run | 36 credits | 12 credits | 12 credits | 22 credits | 19 credits | 24 credits | 24 credits | 12 credits |
| Typical runtime | ~15s | ~20s | ~20s | ~25s | ~120s | ~20s | ~15s | ~10s |
| Quality tier | cinematic | cinematic | medium quality | professional | photorealistic | high quality | premium | high quality |
| Speed tier | fast | fast | fast | fast | fast | fast | medium | fast |
| Best-known strength | 4K typography and brand-color control | Cinematic realism and text rendering | High-speed efficient ideation | Structured visuals and multilingual text | Photorealistic high-quality generation | Pro-level generation at Flash speed | Design-forward composition and typography | Instruction-following high-quality output |
| Aspect ratios in Vidofy | 1:1, 3:4, 4:3, 9:16, 16:9 | 1:1, 2:3, 3:2 | 1:1, 2:3, 3:2, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9 | 1:1, 2:3, 3:2, 3:4, 4:3, 9:16, 16:9 | 1:1, 2:3, 3:2, 3:4, 4:3, 9:16, 16:9 | 1:1, 2:3, 3:2, 3:4, 4:3, 9:16, 16:9 | 1:1, 3:4, 4:3, 9:16, 16:9 | 1:1, 2:3, 3:2 |
| Control highlights in Vidofy | AI prompt helper; seed; Thinking Mode; 1K/2K/4K | AI prompt helper; 1K/2K | AI prompt helper | AI prompt helper; 1K/2K | AI prompt helper; Resolution 1K/2K/4K | AI prompt helper; Resolution 1K/2K/4K; Google Search | AI prompt helper | AI prompt helper; Quality low/medium/high; Background auto/transparent/opaque |
Match the Model to the Creative Decision
Fastest low-commitment exploration
For the shortest expected run in this set, GPT Image 1.5 pairs 12 credits with ~10s and a high quality profile. Grok Imagine 1.5 and Nano Banana 2 Lite also sit at 12 credits, with ~20s expected runs; choose the former for cinematic framing and the latter for efficient medium quality drafts.
Photorealism, structured design, and premium finish
Where finish matters most, GPT Image 2 carries a photorealistic profile at 19 credits and ~120s. Seedream 5.0 Pro offers a professional profile at 22 credits and ~25s, with creator emphasis on structured visuals and multilingual text. Recraft V4 delivers a premium profile at 24 credits and ~15s, with documentation centered on composition, color relationships, typography, and design taste.
Cinematic direction at two different budgets
Wan 2.7 Pro is the higher-commitment cinematic route at 36 credits and ~15s; its creator documentation also highlights 4K output, text rendering, and brand-color control. Grok Imagine 1.5 keeps the cinematic profile at 12 credits and ~20s, making it the more economical choice when the goal is to test framing and mood before raising the production bar.
Platform controls for deliberate iteration
Nano Banana 2 pairs 24 credits and ~20s with a high quality profile, plus resolution and search controls in the Vidofy configuration. Wan 2.7 Pro costs 36 credits at ~15s and adds seed and Thinking Mode controls, while GPT Image 1.5 uses 12 credits at ~10s with quality and background options. These differences matter when the second pass needs to stay reproducible, transparent, or deliberately scoped.
Pick the Right Route for Your Image Brief
Use this quick guidance to pick the best option for your workflow.
Recommendation: Begin with GPT Image 1.5 when iteration speed is the priority; choose Grok Imagine 1.5 for economical cinematic concepts or Nano Banana 2 Lite for economical medium quality drafts. Move to Nano Banana 2 for a stronger balance of speed and high quality, Seedream 5.0 Pro for structured professional visuals, or Recraft V4 for design-led polish. Reserve GPT Image 2 for photorealistic briefs that justify a longer expected run, and Wan 2.7 Pro for cinematic work where its higher expected usage and deeper platform controls fit the brief.
Route One Brief Across a Broader Model Roster
See Tradeoffs Before You Spend a Run
Start in the Browser, Not an API Console
Go from Blank Prompt to Usable Image in Four Steps
Four practical moves keep the first pass focused and make each revision easier to judge.
Step 1: Define the image's job
Decide whether the result is a campaign concept, product visual, illustration, storyboard frame, presentation asset, or personal artwork.
Step 2: Write the scene as a text brief
Describe the main subject, setting, action, visual style, composition, lighting, color palette, mood, and any details that must remain prominent.
Step 3: Choose the route and frame
Select a suitable generation option, choose an available aspect ratio, and use only the controls shown for that choice.
Step 4: Generate, evaluate, and rewrite
Review subject accuracy, composition, lighting, and unwanted details, then revise the prompt with one clear change at a time.
Before You Generate — Image Prompt Pre-Flight
Check the brief, framing, and available controls before submitting so the first output answers a clear creative question.
The main subject is too generic
Cause: The prompt names a broad object or person without defining appearance, action, setting, mood, or visual priority.
Fix: Before you generate, verify the subject has distinctive traits, a clear action, a specific environment, and one dominant focal point.
Retry: Retry after adding concrete visual nouns and removing vague praise words such as beautiful or amazing.
The composition contains competing directions
Cause: The brief requests several focal points, incompatible camera positions, or a layout that does not fit the chosen aspect ratio.
Fix: Before you generate, verify the prompt names one primary subject, one viewing angle, and a composition suited to the selected frame.
Retry: Retry after separating secondary ideas into another generation or simplifying the background.
A requested control may not be available
Cause: Negative prompts, seed control, and style presets are present on only part of the active roster.
Fix: Before you generate, verify the selected option visibly exposes every control your workflow depends on.
Retry: Retry with a different available option or rewrite the requirement directly into the main prompt.
Text inside the image may be difficult to place
Cause: Long copy, multiple type styles, and unclear hierarchy create a demanding typography layout.
Fix: Before you generate, verify the exact words are quoted, the copy is short, and the prompt defines position, size, contrast, and hierarchy.
Retry: Retry after shortening the copy or splitting separate messages into individual assets.
Frequently Asked Questions
What is Text to Image AI?
It is a category of generative technology that creates a new image from a written description. The prompt can define the subject, setting, composition, style, lighting, color, mood, and intended visual outcome.
How does AI image generation work?
A trained generative model interprets relationships between language and visual patterns, then synthesizes an image that attempts to match the prompt. Different model architectures and training approaches can produce different interpretations of the same words.
What can I create from a written prompt?
Common directions include product concepts, campaign images, editorial portraits, illustrations, environments, social graphics, poster ideas, architectural studies, storyboards, and abstract artwork. The strongest starting point is a defined use case rather than an open-ended request for something impressive.
What information should a strong image prompt include?
Start with the subject and action, then add the setting, composition, style, lighting, color palette, mood, and desired quality. State relationships clearly, especially when the image contains several objects or people.
How do aspect ratios, negative prompts, and seeds affect results?
The aspect ratio determines the shape of the visual canvas and influences composition. A negative prompt can discourage unwanted elements, while a seed can help reproduce or vary a generation when supported. These controls are not universal, so check the selected option before building a workflow around them.
Which featured model is best for fast, low-commitment exploration?
GPT Image 1.5 has the shortest expected run in the featured set and is tied for the lowest expected credit use. Grok Imagine 1.5 shares that lower usage position for cinematic concepts, while Nano Banana 2 Lite is the economical route for medium quality drafts.
Which featured model fits polished design or photorealistic briefs?
Recraft V4 is the design-led premium choice, particularly when composition and typography matter. Seedream 5.0 Pro fits structured professional visuals and multilingual layouts, while GPT Image 2 carries the featured set's photorealistic profile.
Can I use an AI-generated image commercially?
Commercial use may be possible, but you should review the applicable provider terms, your rights to any prompt material, and the laws in your jurisdiction. In the United States, copyright protection depends on sufficient human-authored expression rather than prompting alone, so maintain records of meaningful creative selection and modification.