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Get started freeGPT-5.2 Codex vs DeepSeek V3
Compare GPT-5.2 Codex and DeepSeek V3. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | GPT-5.2 Codex | DeepSeek V3 |
|---|---|---|
| Provider | OpenAI | DeepSeek |
| Model Type | text | text |
| Context Window | 400,000 tokens | N/A |
| Input Cost | $1.75/ 1M tokens | N/A |
| Output Cost | $14.00/ 1M tokens | N/A |
Stop choosing. Use both.
With Appaca you don't have to pick — build apps that are powered by GPT-5.2 Codex, DeepSeek V3, for your specific use case.
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New appStrengths & Best Use Cases
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.
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 GPT-5.2 Codex
textCalendar Blocking Strategy
Design a calendar blocking strategy to protect focus time and reduce meeting fatigue.
End-of-Week Report
Write a concise end-of-week report summarising progress and learnings.
Communication Audit
Audit your communication habits to reduce noise and increase impact.
Best for DeepSeek V3
textSalary Negotiation Script
Write a professional script for negotiating a salary offer or raise.
Cross-Sell Product Email
Generate a cross-sell email that recommends related products based on past purchase history. Drives repeat purchases.
Gentle Abandoned Cart Email
Recover lost sales with a warm, non-pushy abandoned cart reminder email. Effective as a first-touch recovery message.