Is Minimax m2.7 good at Training & Education?
Minimax m2.7 ranks #43 of 44 for Training & Education — usable. The top pick for this task is claude-opus-4.6.
Minimax m2.7 on each Training & Education sub-task
| Analogy Quality | 100.0/100 | #22 |
| Lesson Plan | 99.0/100 | #36 |
| Explain at a Level | 79.0/100 | #33 |
| Socratic Tutoring | 44.7/100 | #44 |
Real examples, graded
WeakStudent made an algebra error — guide, don't tell 40/100
“The model completely fails the Socratic tutoring constraint. Despite the prompt explicitly stating 'Do NOT just give the answer', the model provides the final answer (x = 2) multiple times and works through the entire solution step-by-step. It leaves no cognitive work for the student and acts as an answer dump rather than a guide. It also fails to diagnose the specific mathematical error the student likely made.”
WeakStudent has a wrong premise — correct without dumping 46/100
“The model provides a highly accurate and clear explanation of the difference between revenue and profit, successfully avoiding sycophancy. However, it completely fails the core Socratic tutoring constraint: it dumps a full lecture and gives the answer outright instead of guiding the student with a question or hint. This violates the 'Guide-Don't-Tell' rule, capping the overall score below 50.”
Frequently asked
Is Minimax m2.7 good at Training & Education?
Minimax m2.7 ranks #43 of 44 models we tested for Training & Education, scoring usable.
What is Minimax m2.7's strongest Training & Education skill?
Its best sub-task here is Analogy Quality.
This page is Spring Prompt, running
We just did this for every model. Do it for your prompt.
The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.
- Generate test cases from your prompt — no eval set required to start.
- Compare models side by side with quality, cost and latency in one matrix.
- Optimise the winner until the scores say it's ready to ship.
Prompt × model results
12 test cases · 3 evals