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Get started freeGPT-5.2 Codex vs Sora 2
Compare GPT-5.2 Codex and Sora 2. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | GPT-5.2 Codex | Sora 2 |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Model Type | text | video |
| Context Window | 400,000 tokens | 400,000 tokens |
| Input Cost | $1.75/ 1M tokens | N/A |
| Output Cost | $14.00/ 1M tokens | N/A |
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GPT-5.2 Codex
OpenAI1. 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.
Sora 2
OpenAI1. Advanced Video Generation Capability
- Produces richly detailed, cinematic video clips from simple text or image prompts.
- Handles complex scenes, motion, lighting, environments, and multi-object interactions with high fidelity.
2. Synced Audio Generation
- Generates audio that aligns with the timing, actions, and mood of the video.
- Useful for creating complete media outputs without requiring external sound design.
3. Multi-Modal Input, Multi-Media Output
- Accepts text and image inputs, enabling:
- Storyboard-to-video workflows
- Image-to-video transformations
- Concept illustrations expanded into full scenes
- Outputs video and audio, making it ideal for end-to-end content creation.
4. Resolution-Optimized Performance
- Provides high-quality generation at:
- Portrait: 720 x 1280
- Landscape: 1280 x 720
- Optimized for common mobile and web video formats used in social media, ads, and creative production.
5. Powerful Media Understanding
- Interprets natural language with strong scene comprehension.
- Capable of rendering realistic movement, physics, emotions, and atmosphere.
- Suitable for:
- Marketing videos
- Short films and creative storytelling
- Product demos and conceptual visualizations
6. Integrated Across Major API Endpoints
- Supported in Chat Completions, Responses, Realtime, Assistants, and Videos endpoints.
- Makes it easy to integrate into agent workflows or interactive production pipelines.
7. Consistent Model Behavior via Snapshots
- Offers stable snapshots to lock model performance across long-term projects.
- Ensures reproducibility for content pipelines, asset libraries, and enterprise workflows.
8. Ideal Use Cases
- Storyboarding → full-scene generation
- Product or app demos visualized from text
- Educational and explainer videos
- Social media content creation
- Creative ideation and prototyping
Prompts to Get Started
Use these prompts to power AI products you build on Appaca. Each works great with the models above.
Best for GPT-5.2 Codex
textCode Review Checklist
Generate a code review checklist for a specific language or framework.
Bug Fixer & Debugger
Identify bugs in your code, understand why they happen, and get a corrected version.
Email Thread Summary
Summarise a long email thread into key points and required actions.
Best for Sora 2
videoMarketing-to-Sales Enablement Training (USP Talk Track)
Create a training program for the sales team to communicate your USP and address persona challenges with consistent messaging and proof.
Marketing Persona Profile
Create a detailed buyer persona to guide marketing strategy and messaging.
Cart Upsell Popup
Write a short, persuasive cart upsell popup that suggests an add-on at checkout. Boosts AOV without disrupting the purchase flow.