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Understand GPT-1.5 Image generator

Complete guide to GPT Image 1.5 in Media Generator: aspect ratios, batch limits, credits, reference images, prompt tips, and best practices for high-quality AI image generation.

Introduction

A practical guide to using the GPT Image 1.5 model in our Media Generator: options, costs, prompt tips, and best practices.

GPT Image 1.5 is OpenAI's latest image generation model, tuned for better efficiency and quality. In our platform, it powers:

  • Photo generation — Images from text prompts
  • Image projects — Batch jobs with multiple prompts
  • Chat agents — In-chat image generation (when configured)
  • Reference-based generation — Using product or style images as input

Use it for general-purpose image creation when you want strong quality and consistency with our simplest workflow.

Where to Use GPT Image 1.5

| Location | How | |----------|-----| | Media Generator | Tools → Media Generator → Create Job → choose "GPT Image 1.5" in the model dropdown | | Image projects | Create a project, add prompts, and select GPT Image 1.5 as the model | | Chat | Use an agent that includes image generation and has GPT Image 1.5 selected as the image model | | LLM preferences | General Settings → LLM Preference → set GPT Image 1.5 as the default image model |

Platform Options

Aspect ratio

| Option | Label | Output size | Best for | |--------|-------|-------------|----------| | 1:1 | Square | 1024×1024 | Icons, thumbnails, social grid | | 16:9 | Landscape | 1536×1024 | Banners, headers, wide layouts | | 9:16 | Portrait | 1024×1536 | Stories, mobile-first content | | 4:3 | Standard | 1024×1024 | Classic photo crop | | 3:4 | Photo | 1024×1536 | Portrait photos, cards |

Default:

  • 1:1 (square)

Output format

  • PNG — Lossless, good for graphics and transparency needs

Batch size (images per request)

  • 1–12 images per generation
  • Generating multiple images at once is more efficient than separate requests

Quality

  • Auto — Platform default, balances quality and speed
  • Quality can be adjusted via API parameters when supported

Reference images

  • Optional — No reference required for pure text-to-image
  • Up to 4 reference images when editing or style-transferring
  • Accepted formats: PNG, JPG, WEBP
  • Max file size: 10 MB per file
  • Max files: 10 uploads per request

Reference images are useful for:

  • Product photos with consistent styling
  • Keeping a character or object consistent
  • Style transfer from example images

Costs (credits)

GPT Image 1.5 uses flat per-image pricing in platform credits:

  • Cost is per generated image
  • Exact credit amount is shown in the model selector in the Media Generator
  • Batch jobs: cost = number of images × per-image cost
  • Costs may be adjusted; always refer to the UI for current rates

Prompt guidelines

Do

  • Be specific: subject, style, composition, lighting, mood
  • Use clear, natural language; the model understands longer prompts
  • Mention composition: “centered,” “wide angle,” “close-up”
  • Specify style: “photorealistic,” “watercolor,” “minimalist”
  • Include lighting: “soft daylight,” “studio lighting,” “golden hour”
  • Add context: setting, background, atmosphere

Example

> A professional product photo of a ceramic coffee mug on a light wooden table, soft window light from the left, white background, minimalist style, commercial quality

Avoid

  • Overly vague descriptions (“nice image,” “pretty picture”)
  • Conflicting instructions in the same prompt
  • Extremely long prompts; clarity usually beats length
  • Prompts that violate content or safety rules

Good practices

1. Start simple, then refine

Begin with a short prompt. If the result is off, add detail for:

  • Subject
  • Style
  • Lighting
  • Composition
  • Mood

2. Use reference images for consistency

  • Upload 1–4 reference images when you need:

- Consistent product look - Specific style - Same character or object across images

  • Keep references clear and well-lit

3. Choose the right aspect ratio

  • 16:9 — Banners, headers, desktop layouts
  • 9:16 — Stories, mobile, vertical feeds
  • 1:1 — Thumbnails, grids, square social posts

4. Batch when possible

  • Use batch projects or multiple images per request
  • More efficient than many single-image runs

5. Prompt enhancement (projects)

  • If enabled, the platform can enhance prompts before generation
  • Useful when you have rough ideas; review and tweak before running

Limits and constraints

| Constraint | Value | |------------|-------| | Max prompt length | 32,000 characters | | Reference images | Up to 4 per generation | | Rate limit | 10 requests per minute | | Max images per request | 4 (batch) |

Troubleshooting

| Issue | What to try | |-------|-------------| | Wrong style or composition | Add explicit style and composition terms | | Inconsistent results | Use reference images or more specific prompts | | Rate limit errors | Space out requests; avoid burst usage | | Credits exhausted | Check balance; add or upgrade plan as needed | | Model not available | Confirm OpenAI API key is configured and GPT Image 1.5 is enabled |