Beginner cost
Open weights can be self-hosted; hosted services and API pricing vary.
Score working
Last updated: 2 June 2026
Alibaba Qwen
Strong open-weight model family covering text, code, vision and audio-oriented releases.
Total60 / 100
Relevance
Why this matters for beginners.
China - Alibaba Cloud
Strong open-weight model family covering text, code, vision and audio-oriented releases. The score below is the sum of ten visible categories. Each category is worth 10 points.
LLMOpen weightsVision
No fudging
Ten category scores.
The total score is calculated by adding these ten rows. Change a total only by changing one or more category scores and writing down why.
| Category | Score | Why it sits here | What would change it |
|---|---|---|---|
| Beginner usefulness | 7 / 10 | Useful, but beginners still need context and caution. | Move this if the product becomes easier or harder for a normal beginner to use. |
| Cost clarity | 8 / 10 | Free or clearly priced paths are relatively easy to understand. | Move this when pricing, credit rules, refunds or cancellation paths change. |
| Data and privacy | 3 / 10 | Data handling, retention, review or jurisdiction concerns need strong caution. | Move this when privacy, retention, training or human-review terms change. |
| Terms and rights | 6 / 10 | Terms are usable but not simple enough to skim. | Move this when output rights, commercial use or upload licences change. |
| Transparency | 7 / 10 | Some documentation exists, but gaps remain. | Move this when official docs, model cards, incident notes or pricing pages improve or disappear. |
| Safety record | 5 / 10 | Safety posture is mixed and should be refreshed. | Move this when safety policies, misuse incidents, scams or consent controls materially change. |
| Leadership ethics | 6 / 10 | Leadership and incentive context is mixed. | Move this when leadership, governance, controversies or investment conflicts change. |
| Defence involvement | 5 / 10 | Government or defence exposure should be checked case by case. | Move this when military, intelligence, policing or government deployments become clearer. |
| Country and stability | 3 / 10 | Surveillance, censorship, legal jurisdiction or political-stability context is a serious watch point. | Move this when data jurisdiction, surveillance context, censorship or political stability changes. |
| Public benefit | 10 / 10 | There is visible public-benefit signal such as open releases, science, education or accessibility. | Move this when public-interest work, open releases, science or accessibility evidence changes. |
Plain signals
What was counted.
These are the visible card notes from the main comparison page, kept here so the quick card and the working page stay connected.
Trust watch
Country and cloud-jurisdiction questions; check licences and deployment terms.
Good signs
Broad open model releases and strong technical performance for builders.
Research links
Sources to refresh first.
Start with official product, pricing, privacy and policy pages. Then check public reporting for major controversies, ownership, defence work and legal disputes.