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Get started freeGPT-3.5 Turbo vs Qwen-Long
Compare GPT-3.5 Turbo and Qwen-Long. Build AI products powered by either model on Appaca.
Model Comparison
| Feature | GPT-3.5 Turbo | Qwen-Long |
|---|---|---|
| Provider | OpenAI | Alibaba Cloud |
| Model Type | text | text |
| Context Window | 16,385 tokens | 10,000,000 tokens |
| Input Cost | $0.50/ 1M tokens | $0.07/ 1M tokens |
| Output Cost | $1.50/ 1M tokens | $0.29/ 1M tokens |
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Build your first app freeStrengths & Best Use Cases
GPT-3.5 Turbo
OpenAI1. Extremely low-cost text model
- One of the cheapest legacy models available.
- Suitable for very high-volume workloads with simple requirements.
2. Good for lightweight NLP tasks
- Classification, summarization, rewriting, paraphrasing, intent detection.
- Works for simple logic tasks and short reasoning sequences.
3. Works well for basic chatbots
- Optimized for Chat Completions API, originally powering early ChatGPT use cases.
- Good for rule-based or templated conversation flows.
4. Stable and predictable outputs
- Legacy behavior makes it suitable for systems built years ago that rely on its quirks.
- Good for backward compatibility or long-term enterprise pipelines.
5. Supports fine-tuning
- Useful for teams maintaining older fine-tuned GPT-3.5 models.
- Allows domain-specific compression of older datasets.
6. Limited capabilities compared to newer models
- No vision, no audio, no streaming, and no function calling.
- Much weaker reasoning and correctness vs GPT-4o mini or GPT-5.1.
7. Small context window (16K)
- Limited for multi-document tasks or long conversations.
- Best used for short, simple prompts or structured tasks.
8. Recommended migration path
- OpenAI explicitly recommends using GPT-4o mini instead.
- 4o mini is cheaper, smarter, faster, multimodal, and far more capable.
Qwen-Long
Alibaba Cloud1. Extremely long context window
- Up to 10 million tokens.
2. Ideal for document-heavy workflows
- Legal, financial, RAG, compliance, research.
3. Low-cost for large-scale ingestion
- Optimized pricing for big inputs.
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-3.5 Turbo
textTravel Blog Post
Write an engaging travel blog post about a destination experience. Personal, vivid, and practical for readers planning their own trips.
SEO + CRO Page Improvement (Two-Column Table)
Get actionable SEO and conversion improvements for a page, returned as a clear two-column action table.
Discount Abandoned Cart Email
Offer a one-time discount to recover abandoned carts. Use strategically as a final recovery touchpoint.
Best for Qwen-Long
textSocial Proof Collection Email
Send a customer-review-driven email highlighting top-rated products. Leverages social proof to drive conversions.
Marketing Attribution Model (Measure What Works)
Design an attribution model to measure how USP-focused campaigns influence persona engagement, conversion, and retention.
Board Presentation Outline
Structure a board meeting presentation covering performance and strategy.