Alibaba Qwen3.5 4B
Alibaba's efficient 4B multimodal Qwen model with vision input and strong multilingual reasoning.
Alibaba's Qwen3.5 4B is an open-weight text model. It is multimodal: alongside a text prompt it accepts images, then replies with generated text. It runs entirely on your own hardware through Ollama: no API key and no per-use fees.
- Released
- Feb 2026
- Pricing
- Free, runs on your hardware
- Inputs
- Text, Images
Samples
Generated with Qwen3.5 4B via Ollama. The same three prompts run against every text model in the catalog, shown verbatim, so the only thing that changes between two models’ answers is the model.
Explain what an API is to someone who has never written code. Do not use a restaurant or waiter analogy. Plain prose only — no headings, bullet points, or markdown formatting. Maximum 50 words.
An API is a standardized connection between separate software applications. It enables one program to request data or services without understanding the internal workings of another system. These defined rules allow diverse systems to interact smoothly, ensuring secure communication and functionality across different platforms.
A two-person startup is deciding whether to build their own user authentication or use a hosted provider. Give them a clear recommendation, then the single strongest argument against your own recommendation. Plain prose only — no headings, bullet points, or markdown formatting. Maximum 150 words.
I recommend using a hosted authentication provider rather than building your own system from scratch. For a two-person startup, the overhead of managing security patches and compliance standards often outweighs the initial savings, limiting your ability to focus on core product features. The hosted solution provides immediate reliability and expertise that is too specialized for early-stage teams to replicate effectively without hiring expensive specialists. However, the single strongest argument against this choice is the risk of vendor lock-in. If the provider experiences a catastrophic outage or suffers a security breach, your user access becomes instantly unusable unless you can rapidly migrate complex integration assets. This creates a technical debt where your growth is constrained by an external third party rather than your own business logic, potentially hindering long-term product control and data sovereignty.
Alibaba
Alibaba's Tongyi research group publishes the Wan video models and the Qwen family of language models.
www.alibabacloud.com ↗Alibaba's flagship Qwen3.8 reasoning model for coding, agentic workflows and document analysis, with image input and a 1M-token context window.
A higher-throughput variant of Alibaba's Qwen3.8 Max, served as a separate tier at a higher price.
Alibaba's fast, low-cost multimodal Qwen3.8 reasoning model for coding assistance, agentic workflows and visual understanding, with a 1M-token context window.
Alibaba's omni-modal Qwen3.8 reasoning model built around agentic work, which reads text, images, audio and video.
High-quality diffusion model for detailed, prompt-faithful image generation.
Alibaba's professional-grade Wan 2.7 image model for higher-fidelity, prompt-faithful generation and editing.