GLM 5.1 or Kimi K3: Which Is Better in QueryWise?

GLM 5.1 from Z.ai is a strong model for reasoning and careful text work. Kimi K3 from Moonshot ranks noticeably higher in QueryWise and is particularly confident at programming. Both models are available in QueryWise from Kazakhstan: payments are made in tenge, the interface is available in Russian and Kazakh, and new users get three free questions.

We added Kimi K3 on release day and immediately ran it through the same scenarios we use for other models. The difference showed up not in polished promises, but in long prompts, code, and the need to keep track of many details.

Quality: Kimi K3 Leads on Overall Score

In the QueryWise ranking, GLM 5.1 currently scores 7.3/10 and holds position №17. Kimi K3 scores 9.4/10 and ranks №3. So the honest answer to “which is better overall?” is: Kimi K3 is currently ahead by score.

The gap is especially clear in coding. GLM 5.1 scores 7.8/10, while Kimi K3 scores 9.7/10. For generating functions, finding bugs, and refactoring, Kimi usually needs fewer follow-up corrections. GLM 5.1 is not a poor performer: it is useful for small scripts, explaining someone else’s code, and preparing examples. But Kimi’s advantage is more noticeable on complex projects.

The reasoning picture is closer: GLM 5.1 scores 8.9/10, and Kimi K3 scores 9.2/10. This is a strong area for both models. GLM 5.1 may be the better choice for breaking down a problem, following a logical chain, or preparing a concise educational explanation.

Speed and Price in Tenge

The median response speed for GLM 5.1 has not been calculated yet: QueryWise telemetry does not contain enough data. Kimi K3 currently has a median of 29 seconds and reliability of 100%. This does not mean every answer will arrive in exactly that time: prompt length, load, and output size all affect the result.

An average question to GLM 5.1 costs approximately ≈10 ₸. For Kimi K3, it is ≈13 ₸. The difference is small, but it becomes visible in your spending after hundreds of monthly requests. GLM 5.1 is the more sensible choice if you often ask short questions, request rewrites, or check ideas. Kimi K3 is worth the premium when an answer must retain a large set of requirements or when you want to save time on corrections.

Context and Task Types

GLM 5.1 has a context window of 205K, while Kimi K3 has 1M. This affects not the length of one message as such, but the amount of material the model can consider in a single task. For example, Kimi is more convenient for analyzing a long contract, several project files, or a large set of notes. It does not replace a lawyer or provide medical, legal, or financial guarantees.

For studying, GLM 5.1 works well in an “explain the topic step by step” scenario: you can ask it to break down a formula, check your solution process, and point out where you went wrong. Kimi K3 performs better when the task includes a lecture, study guide, and several examples—the model retains more of the source material. You should still check the answer, especially before submitting your work.

For programming, the choice is simpler. Kimi K3 is the winner for large projects, debugging several files, and writing tests. GLM 5.1 is suitable for an SQL query, a small Python script, a regular expression, or explaining a compiler error. If the task fits on one screen, Kimi’s advantage may not justify the price difference.

For editorial work, GLM 5.1 is often more convenient when you need clear Russian text, a brief summary, or several wording options. Choose Kimi K3 for a long research task: upload the materials, set the criteria, and ask it to compare the sources. In QueryWise, you can run both models side by side and see where they agree and where one takes the wrong path.

The Blunt Verdict

Kimi K3 is the current winner by overall QueryWise score, while Claude Fable 5 ranks first across the entire leaderboard with a score of 9.8. For code and long documents, my choice is Kimi K3: it scores higher in programming and has a substantially larger context. For inexpensive short questions and educational explanations, GLM 5.1 is the more rational option, especially if its current price remains lower.

If you need one primary assistant for work, development, and large files, choose Kimi K3. If you ask many small questions and want to spend fewer tenge, start with GLM 5.1. QueryWise’s three free questions let you test both models on your own example instead of relying on generic rankings.