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Compare o3 and DeepSeek V3. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | o3 | DeepSeek V3 |
|---|---|---|
| Provider | OpenAI | DeepSeek |
| Model Type | text | text |
| Context Window | 200,000 tokens | N/A |
| Input Cost | $2.00/ 1M tokens | N/A |
| Output Cost | $8.00/ 1M tokens | N/A |
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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.
DeepSeek V3
DeepSeek1. Exceptional at large-scale data analysis
- Designed to handle massive datasets.
- Identifies trends, correlations, and anomalies.
2. High performance in predictive analytics
- Useful for forecasting, modeling, and probabilistic predictions.
- Popular in finance, medical research, and market trend analysis.
3. Optimized for structured, data-heavy workloads
- Stronger at analytical and statistical tasks than general text generation.
4. Enterprise-oriented capabilities
- Built for businesses needing deep insights from continuous data streams.
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.
Open Source Licence Comparison
Compare common open source licences and their implications for commercial use.
Geographic Farming Email
Send a value-add email to homeowners in your geographic farm area. Builds recognition and generates listing leads.
Best for DeepSeek V3
textInfluencer Cold Outreach Email
Send a personalized cold outreach email to potential influencer partners. Increases response rates with specificity and genuine appreciation.
Scenario Planning Analysis
Build three financial scenarios (base, bear, bull) for a business or project.
Job Description
Write a compelling job description that attracts qualified candidates.