Use this guide to explore DeepSeek, Qwen, GLM, and MiniMax through a small set of reading paths. Start with the range of options, inspect a model that fits your task, and consider routing only after you know what a satisfactory result looks like.
This reading path was reviewed on October 30, 2026. The linked articles cover named versions and retain their original dates. Check current vendor documentation before relying on an older price, preview offer, model identifier, or comparison.
Explore the options in three steps
- Build a shortlist. Read the Chinese AI tools overview to identify the products and use cases it discusses. Pick one task to investigate, and check the article’s evidence before carrying a claim into your own comparison.
- Inspect a particular model. Use the DeepSeek V4 API guide for its model and migration discussion, the Qwen 3.6 Plus review for another model-specific perspective, or the MiniMax M2.7 review for a further candidate. Choose according to your task and inspect the sources and publication date before testing.
- Consider how to divide the work. Read the GLM and Claude routing example when you want to explore using more than one model. Compare complete tasks with the same acceptance criteria, including review and retries, rather than assuming its reported savings apply to a different workload.
Use one common evaluation
Give each candidate the same source material, output requirements, and permitted tools. Check factual accuracy, whether the artifact passes your criteria, the corrections it needs, and the cost of finishing. Add a second model to your workflow only when the comparison shows a useful role for it.
Continue from model choice to a workflow
Browse the AI Models articles for other model guides and the AI Stack articles for tool combinations. Continue with the AI Stack guide to turn your shortlist into a sequence of work, or the Claude guide when investigating a Claude-based comparison.
Return to Start Here to choose a different goal, or browse All Articles for every published article. Product coverage enquiries belong on the sponsorship information page.