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Is Claude Fable 5 good at Data & Analytics?

Claude Fable 5 ranks #2 of 98 for Data & Analytics — excellent. The top pick for this task is claude-opus-4.8-medium.

#2 / 98
Rank for this task
100.0
Score
$0.0529
Cost / run

Claude Fable 5 on each Data & Analytics sub-task

SQL Reasoning 100.0/100 #3
Spot the Misleading Stat 100.0/100 #3
Metric Calculation 100.0/100 #1
Honest Communication 100.0/100 #3

Real examples, graded

WinWeighted conversion rate (Cedar & Sage) 100/100

“The model's final answer is 11.58%, which perfectly matches the correct answer. It correctly pools the numerators and denominators rather than averaging the rates, shows all its work clearly, and even includes a sanity check that explains the math behind the weighted average.”

WinPercentage points vs percent (Northwind) 100/100

“The model's final answer perfectly matches the expected correct answer. It accurately calculates the 2 percentage point absolute increase and the 20% relative increase, clearly distinguishes between the two, and provides an outstanding executive-ready framing that contextualizes the improvement against the still-low baseline.”

WinBase rate of a duplicate-invoice flag (Ferrovia) 100/100

“The model's final answer is exactly correct (20/69 or ~29%). It perfectly demonstrates the expected behavior by using both natural frequencies and Bayes' theorem, explicitly computing true positive and false positive counts, and providing an excellent explanation of the base-rate fallacy as a business takeaway.”

← Full Claude Fable 5 review All Data & Analytics rankings → Top pick: claude-opus-4.8-medium →

Frequently asked

Is Claude Fable 5 good at Data & Analytics?

Claude Fable 5 ranks #2 of 98 models we tested for Data & Analytics, scoring excellent.

What is Claude Fable 5'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