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Get started freeGemini 3 Pro vs Qwen-Max
Compare Gemini 3 Pro and Qwen-Max. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | Gemini 3 Pro | Qwen-Max |
|---|---|---|
| Provider | Alibaba Cloud | |
| Model Type | text | text |
| Context Window | 1,000,000 tokens | 32,768 tokens |
| Input Cost | $4.00/ 1M tokens | $1.60/ 1M tokens |
| Output Cost | $18.00/ 1M tokens | $6.40/ 1M tokens |
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With Appaca you don't have to pick — build apps that are powered by Gemini 3 Pro, Qwen-Max, for your specific use case.
Build your first app freeStrengths & Best Use Cases
Gemini 3 Pro
Google1. State-of-the-art reasoning
- Top performance across academic reasoning, scientific knowledge, math, and complex problem-solving.
- Excels at long-horizon, multi-step workflows and deep logical interpretation.
2. World-leading multimodal capabilities
- Natively understands text, images, videos, audio, and code.
- Ranked highest on benchmarks like MMMU-Pro, Video-MMMU, ScreenSpot-Pro.
3. Exceptional coding + agentic workflows
- Strong in competitive coding and real-world agentic tasks (SWE-Bench Verified, Terminal-Bench, LiveCodeBench).
- Improved tool calling, planning, and execution for autonomous or semi-autonomous agents.
4. Powerful for long-context tasks
- Effective at 128K-1M context windows with high retrieval accuracy.
- Ideal for document-heavy workflows, research, analysis, multi-file coding, and multi-document reasoning.
5. Strong information synthesis and interpretation
- Outperforms peers in chart reasoning, OCR, structured extraction, and screen understanding.
- Excellent at combining multimodal inputs into coherent, concise answers.
6. High reliability for enterprise tasks
- Benchmarks show superior factuality, grounding, and parametric knowledge.
- Strong multilingual accuracy and global commonsense performance.
7. Optimized for production agents
- Designed for complex multi-step planning, simultaneous task execution, and improved consistency.
- Works across coding, research, creative workflows, UI generation, and data-heavy applications.
Qwen-Max
Alibaba Cloud1. Strong general-purpose reasoning
- Great for coding, analysis, creation, and multi-step tasks.
2. Stable commercial-grade model
- Predictable output quality and long-term stability.
3. Supports batch operations
- Batch inference is 50% cheaper.
4. Good for production agents
- Reliable instruction following and structured output.
Prompts to Get Started
Use these prompts to power AI products you build on Appaca. Each works great with the models above.
Best for Gemini 3 Pro
textSERP Feature Forecasting + Content Structure
Predict likely SERP features for a keyword and structure content to maximize visibility (snippets, PAA, etc.).
Avatar Deep Dive: Persona Simulation for Pain Points
Simulate your ideal customer’s day to uncover hidden frustrations and turn them into a prioritized pain-point list for your content calendar.
Compensation Benchmarking
Benchmark compensation for a role against market data and develop a salary band.
Best for Qwen-Max
textDatabase Migration Plan
Write a step-by-step plan for a database schema migration.
Character Reference Letter
Write a strong character reference letter for a legal, academic, or personal matter. Attests to someone's integrity and character.
Deployment Runbook
Write a step-by-step deployment runbook for releasing a service.