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Get started freeo3 vs GPT-4o Audio
Compare o3 and GPT-4o Audio. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | o3 | GPT-4o Audio |
|---|---|---|
| Provider | OpenAI | OpenAI |
| Model Type | text | audio |
| Context Window | 200,000 tokens | 128,000 tokens |
| Input Cost | $2.00/ 1M tokens | $2.50/ 1M tokens |
| Output Cost | $8.00/ 1M tokens | $10.00/ 1M tokens |
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With Appaca you don't have to pick — build apps that are powered by o3, GPT-4o Audio, for your specific use case.
Build your first app freeStrengths & Best Use Cases
o3
OpenAI1. Advanced reasoning capability
- Designed for multi-step thinking across text, code, and visual inputs.
- Excels at math, science, logic puzzles, and complex analytical workflows.
2. Strong performance across domains
- Highly capable in technical writing, data analysis, and structured problem-solving.
- Useful for research, engineering tasks, and intricate instruction-following.
3. Visual reasoning support
- Accepts image inputs, enabling tasks such as diagram analysis, chart interpretation, and visual logic assessments.
4. High output capacity
- Up to 100,000 output tokens, supporting long-form content, technical breakdowns, and multi-part solutions.
5. Excellent instruction following
- Produces detailed, step-by-step responses for tasks requiring precision and clarity.
- Ideal for educational explanations, system design reasoning, and code walkthroughs.
6. Large 200K context window
- Handles long documents, multi-file reasoning, or extended conversations with minimal loss of context.
7. Broad API support
- Works with Chat Completions, Responses, Realtime, Assistants, Batch, Embeddings, Image Generation, and more.
- Supports streaming and function calling for advanced workflows.
8. Positioned as a legacy reasoning model
- Remains extremely capable but formally succeeded by GPT-5, which offers stronger reasoning and performance.
GPT-4o Audio
OpenAI1. True multimodal audio model
- Accepts raw audio as input and produces audio or text as output.
- Enables hands-free, voice-first app experiences.
2. Natural real-time speech interaction
- Low-latency audio generation suitable for conversational agents.
- Great for voice assistants, phone bots, and interactive voice UI.
3. Large 128K context window
- Supports long conversations, call transcripts, instructions, or multi-part interactions.
- Ideal for building persistent voice agents or phone workflows.
4. High-output capacity
- Up to 16,384 max output tokens for extended responses or long explanations.
- Suitable for complex reasoning tasks in voice format.
5. Hybrid text + audio workloads
- Combine audio input/output with text prompts, instructions, or structured control.
- Useful for customer support bots, spoken form systems, IVR replacements, etc.
6. Compatible with the latest APIs
- Works with Chat Completions, Responses API, Realtime API, and Assistants.
- Supports streaming, function calling, and advanced developer tooling.
7. Strong performance for a preview model
- High reasoning and expression abilities relative to most audio-capable models.
- Designed for production-style experimentation prior to full release.
8. Ideal for next-gen voice applications
- Build lifelike AI agents, interview bots, tutoring systems, and spoken knowledge tools.
- Perfect for startups building audio-first user experiences.
Prompts to Get Started
Use these prompts to power AI products you build on Appaca. Each works great with the models above.
Best for o3
textHistoric Home Listing Description
Write a listing description for a historic or architecturally significant home. Celebrates character while acknowledging practical considerations.
Travel Photography Guide
Write a photography guide for travelers visiting a destination. Covers best locations, light, timing, and practical tips.
Travel Insurance Claim Letter
Write a clear and organized travel insurance claim letter. Maximizes the chance of a successful claim.
Best for GPT-4o Audio
audioInstagram Bio Personal Brand
Write an Instagram bio for a personal brand account. Communicates value, personality, and a clear call to action.
Cart Abandonment Email
Write a persuasive email to recover abandoned shopping carts.
Assessment Rubric
Create a detailed grading rubric for an assessment or project.