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claude-fable-5-1

claude-fable-5-1 · max, showing knowledge & reasoning. Results for all tested efforts are available below.

Knowledge & Reasoning95

claude-fable-5-1 · max

Backend engineering
85
Frontend interaction
91
Knowledge & Reasoning
95
Visual aesthetics
80
Maintainability
68
Evaluation time
9m 12s
Reference cost
$6.70

Knowledge & Reasoning · Evaluation time & API cost

Tasks & methodology

Results by reasoning effort

Swipe to see all results →

Model / effortOverallBackend engineeringFrontend interactionKnowledge & ReasoningVisual aestheticsMaintainabilityTotal eval. timeTotal ref. costCompare
82.10738690806866m 53s$8.28
86.85849095806855m 35s$15.94
87.25859195806879m 7s$26.15

Score breakdown

Overall score
87.25
Evaluation time
79m 7s
Reference cost
$26.15

Cross-disciplinary knowledge and complex problem solving.

Mathematical reasoning15 / 15

Mathematical concepts, logical deduction, and calculation accuracy.

Computer science & AI10 / 15

Computing systems, algorithms, and AI principles.

Science and engineering10 / 10

Scientific principles, quantitative analysis, and engineering problem solving.

Life sciences and medicine20 / 20

Biological mechanisms, medical knowledge, and domain-specific reasoning.

Humanities and general knowledge40 / 40

Humanities, social sciences, conceptual distinctions, and synthesis.

What changes with higher reasoning effort

Compare knowledge & reasoning scores, cost, and time across neighboring tested efforts.

xhigh max
Knowledge & Reasoning
0.0 pts
95.00 95.00
Reference cost
+$4.41
$2.29 $6.70
Evaluation time
+121.5%
4m 9s 9m 12s
View full comparison
Data snapshot published · 10/27/2026Scoring & cost notes