Is gpt-5.4-max good at Data & Analytics?
gpt-5.4-max ranks #24 of 69 for Data & Analytics — excellent. The top pick for this task is claude-opus-4.8-low.
gpt-5.4-max on each Data & Analytics sub-task
| Spot the Misleading Stat | 100.0/100 | #14 |
| SQL Reasoning | 99.8/100 | #37 |
| Metric Calculation | 96.5/100 | #36 |
| Honest Communication | 92.5/100 | #36 |
Real examples, graded
WeakFalse precision (Cedar & Sage survey) 26/100
“The model completely failed to identify and correct the false precision in the draft. It kept the spurious '61.37%' figure for a sample size of 300, which mathematically cannot support two decimal places. It also failed to introduce a margin of error, missing the core quantitative honesty requirements of the prompt.”
Frequently asked
Is gpt-5.4-max good at Data & Analytics?
gpt-5.4-max ranks #24 of 69 models we tested for Data & Analytics, scoring excellent.
What is gpt-5.4-max's strongest Data & Analytics skill?
Its best sub-task here is Spot the Misleading Stat.
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Prompt × model results
12 test cases · 3 evals