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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.

#8 / 70
Rank for this task
99.8
Score
$0.0192
Cost / run

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.”

← Full claude-sonnet-5-high review All Data & Analytics rankings → Top pick: claude-opus-4.8-low →

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
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s