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LLM ComparisonGPT Image 1.5Claude 4 Opus

GPT Image 1.5 vs Claude 4 Opus

Compare GPT Image 1.5 and Claude 4 Opus. Build AI products powered by either model on Appaca.

Model Comparison

FeatureGPT Image 1.5Claude 4 Opus
ProviderOpenAIAnthropic
Model Typeimagetext
Context WindowN/A200,000 tokens
Input Cost
$5.00/ 1M tokens
$15.00/ 1M tokens
Output CostN/A
$75.00/ 1M tokens

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Strengths & Best Use Cases

GPT Image 1.5

OpenAI

1. State-of-the-Art Image Generation

  • Produces high-quality, detailed images optimized for realism, style control and prompt fidelity.
  • Designed to handle complex visual scenes, compositions and lighting conditions.

2. Natively Multimodal Architecture

  • Understands and reasons over both text and images as inputs.
  • Ideal for workflows like editing based on reference images, expanding sketches or mockups and visual concept development.

3. Flexible Output Resolutions & Quality Levels

  • Supports multiple resolutions including 1024x1024, 1024x1536 and 1536x1024.
  • Offers three quality tiers (Low, Medium, High) to balance cost, speed and maximum detail.

4. Multiple Pricing Models

  • Pay-per-token for multimodal input: text tokens and image tokens.
  • Pay-per-image generation for final output: low, medium and high quality tiers.
  • Enables businesses to balance cost and output needs.

5. Broad Use Cases

  • Product photography and marketing assets.
  • Illustration, concept art and creative ideation.
  • UX/UI mockups.
  • Style-guided image creation.
  • Generating reference images for design or storytelling.

6. Supported Across Major API Endpoints

  • Available via Chat Completions, Responses, Realtime, Assistants and Images (generations/edits) endpoints.
  • Allows tight integration into automated creative pipelines or user-facing apps.

7. Simplified Model Behavior for Stability

  • No streaming, function calling, structured outputs or fine-tuning; focused solely on high-quality image generation.

8. Consistent Results via Snapshots

  • Supports snapshots for version locking to ensure long-term reproducibility.

9. Ideal For

  • Designers, marketers and creatives.
  • Product teams needing image assets.
  • App builders integrating image generation workflows.
  • Agencies producing visual content at scale.

Claude 4 Opus

Anthropic
  • Highest capability in the family: described as “our most powerful model yet” by Anthropic.
  • Exceptional at long-running tasks requiring thousands of steps and sustained focus (e.g., continuous codebase work for hours).
  • Excellent performance on benchmarks: e.g., SWE-bench 72.5 % and Terminal-bench 43.2 %.
  • Designed for complex agentic workflows, deep reasoning, tool use, and large context windows.
  • Placed under a higher safety classification (ASL-3) due to its frontier capability and risk profile.