Is Minimax m3 good at Data & Analytics?
Minimax m3 ranks #1 of 107 for Data & Analytics — excellent.
Minimax m3 on each Data & Analytics sub-task
| SQL Reasoning | 100.0/100 | #2 |
| Spot the Misleading Stat | 100.0/100 | #3 |
| Metric Calculation | 100.0/100 | #1 |
| Honest Communication | 100.0/100 | #1 |
Real examples, graded
WinWeighted conversion rate (Cedar & Sage) 100/100
“The model correctly calculates the overall conversion rate by pooling the numerators and denominators, arriving at the correct answer of 11.58%. It shows its work clearly and provides an excellent explanation of why taking a naive average of the two rates would be incorrect.”
WinPercentage points vs percent (Northwind) 100/100
“The model correctly calculates and clearly distinguishes between the absolute change (+2 percentage points) and the relative change (+20%). It also provides excellent business context by noting the low baseline, the gap to typical industry targets, and the uncertainty of a single-period trend.”
WinBase rate of a duplicate-invoice flag (Ferrovia) 100/100
“The model's final answer is 29%, which perfectly matches the correct answer. It demonstrates excellent reasoning transparency by showing the calculation using both Bayes' Theorem and a natural frequency table. It also provides a strong business implication by explaining the base-rate fallacy in this context.”
WeakStatistical vs practical significance (Cedar & Sage) 16/100
“The response contains major mathematical errors, logical contradictions, and a fabricated confidence interval.”
Frequently asked
Is Minimax m3 good at Data & Analytics?
Minimax m3 ranks #1 of 107 models we tested for Data & Analytics, scoring excellent.
What is Minimax m3's strongest Data & Analytics skill?
Its best sub-task here is SQL Reasoning.
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Prompt × model results
12 test cases · 3 evals