Is claude-sonnet-5-high good at Data & Analytics?
claude-sonnet-5-high ranks #8 of 70 for Data & Analytics — excellent. The top pick for this task is claude-opus-4.8-low.
claude-sonnet-5-high on each Data & Analytics sub-task
| SQL Reasoning | 100.0/100 | #1 |
| Spot the Misleading Stat | 100.0/100 | #1 |
| Metric Calculation | 99.8/100 | #4 |
| Honest Communication | 99.5/100 | #15 |
Real examples, graded
WinPercentage points vs percent (Northwind) 100/100
“The model's final answer perfectly matches the correct answer. It correctly calculates both the 2 percentage point absolute increase and the 20% relative increase, clearly explains the distinction between the two to avoid ambiguity, and provides excellent business context by noting the low absolute base rate.”
WinBase rate of a duplicate-invoice flag (Ferrovia) 100/100
“The model correctly calculates the probability using both Bayes' theorem and natural frequencies, arriving at the exact correct answer of 29%. It shows all steps clearly and provides an excellent business interpretation of the base-rate effect.”
WinSessions vs visitors denominator (Cedar & Sage) 100/100
“The model correctly calculates both the session-based (2.0%) and visitor-based (~2.86%) conversion rates. It explicitly states the denominator basis for each, shows the formulas, and provides excellent business context regarding when to use each metric and what the industry standard is.”
Frequently asked
Is claude-sonnet-5-high good at Data & Analytics?
claude-sonnet-5-high ranks #8 of 70 models we tested for Data & Analytics, scoring excellent.
What is claude-sonnet-5-high'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