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LLM ComparisonGPT-5.2 CodexGPT Image 1 Mini

GPT-5.2 Codex vs GPT Image 1 Mini

Compare GPT-5.2 Codex and GPT Image 1 Mini. Build AI products powered by either model on Appaca.

Model Comparison

FeatureGPT-5.2 CodexGPT Image 1 Mini
ProviderOpenAIOpenAI
Model Typetextimage
Context Window400,000 tokensN/A
Input Cost
$1.75/ 1M tokens
$2.00/ 1M tokens
Output Cost
$14.00/ 1M tokens
N/A

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Strengths & Best Use Cases

GPT-5.2 Codex

OpenAI

1. Optimized for Long-Horizon Coding Tasks

  • OpenAI describes GPT-5.2 Codex as a highly intelligent coding model built for long-horizon, agentic coding work.
  • Well suited to planning, refactoring, debugging, and multi-step implementation flows inside real codebases.

2. Adjustable Reasoning for Coding Work

  • Supports configurable reasoning effort from low to xhigh depending on speed and quality needs.
  • Accepts both text and image inputs while producing text output.

3. Large Context + Long Output

  • 400 k token context window supports broad repository understanding and larger working sets.
  • Allows up to 128 k output tokens for longer patches, code generation, and technical explanations.

4. Up-to-Date Model Snapshot

  • Knowledge cut-off of Aug 31 2025 keeps it current with newer tools and frameworks.
  • Supports streaming, function calling, and structured outputs for tool-driven coding workflows.

GPT Image 1 Mini

OpenAI

1. Cost-Efficient Image Generation

  • A budget-friendly version of GPT Image 1 designed for high-volume or cost-sensitive workflows.
  • Offers strong visual generation quality at significantly reduced per-image prices.

2. Natively Multimodal Architecture

  • Accepts both text and image inputs, enabling:
    • Image-to-image transformations
    • Visual editing based on reference photos
    • Enhanced control via mixed inputs
  • Outputs high-quality images aligned with the prompt or reference.

3. Flexible Resolution & Quality Options

  • Supports three quality tiers (Low, Medium, High).
  • Available in multiple resolutions:
    • 1024x1024
    • 1024x1536
    • 1536x1024
  • Allows users to choose between affordability and visual detail.

4. Practical for Real-World Applications Ideal for:

  • Marketing visuals
  • UI/UX mockups
  • Concept art
  • Prototyping & brainstorming
  • Lightweight creative tools within SaaS platforms

5. Broad API Integration Works across all major endpoints:

  • Chat Completions
  • Responses
  • Realtime
  • Assistants
  • Image generation & image edits
  • Batch and embedding pipelines for more complex workflows.

6. Streamlined Feature Set for Simplicity

  • No streaming, function calling, structured output, or fine-tuning.
  • Focused exclusively on reliable, easy-to-use image generation.

7. Snapshot Support for Consistency

  • Supports stable snapshots so developers can lock behavior and ensure reproducible outputs across deployments.