Generated on: 2025-04-23 10:53:23
Models compared: claude3.7-sonnet-20250219, gpt-4o-2024-11-20
Percentile threshold: 20%
| Model | Root Ranking |
|---|---|
| claude3.7-sonnet-20250219 | 5 |
| gpt-4o-2024-11-20 | 6 |
The following nodes show significant variation in ranking across models:
| Node Path | Std Dev | claude3.7-sonnet-20250219 | gpt-4o-2024-11-20 |
|---|---|---|---|
| root.roleplay.Style Types.Experimental Style.Glitch Art | 10.61 | 17 | 2 |
| root.roleplay.Theme Types.Emotional.Erotic | 7.78 | 16 | 5 |
| root.reasoning.Application Domains.Personal Development Guidance | 5.66 | 9 | 1 |
| root.roleplay.Theme Types.Sensory Simulation | 5.66 | 11 | 3 |
| root.coding.Programming Languages.Markup Languages.SVG | 5.66 | 1 | 9 |
| root.writing.Writing Domains.Literary Writing.Fiction.Erotic Fiction | 4.95 | 8 | 15 |
| root.mathematics.Mathematical Subfields.Algebra.Abstract Algebra | 4.95 | 2 | 9 |
| root.knowledge.Disciplinary Fields.Humanities and Social Sciences.Religious Studies | 4.95 | 2 | 9 |
| root.roleplay.Task Types.Educational.Trivia | 4.95 | 8 | 1 |
| root.coding.Technical Domains.Front-end Development.UI/UX Design | 4.95 | 1 | 8 |
| root.coding.Technical Domains.Front-end Development.Animation | 4.95 | 1 | 8 |
| root.coding.Technical Domains.Data Science.Model Creation | 4.95 | 1 | 8 |
| root.coding.Programming Languages.Scripting Languages.Script | 4.95 | 2 | 9 |
| root.coding.Programming Languages.Markup Languages.HTML | 4.95 | 1 | 8 |
| root.coding.Programming Languages.Markup Languages.CSS | 4.95 | 1 | 8 |
| root.mathematics.Task Types.Problem Solving.Word Problems | 4.24 | 4 | 10 |
| root.mathematics.Mathematical Subfields.Analysis.Real Analysis | 4.24 | 3 | 9 |
| root.reasoning.Reasoning Methods.Emotional Reasoning | 4.24 | 12 | 6 |
| root.roleplay.Task Types.Simulation.Life Scenario | 4.24 | 7 | 1 |
| root.roleplay.Task Types.Analytical.Character Analysis | 4.24 | 7 | 1 |
| root.roleplay.Theme Types.Horror.Psychological Thriller | 4.24 | 9 | 3 |
| root.roleplay.Theme Types.Comedy.Light Comedy | 4.24 | 7 | 1 |
| root.roleplay.Theme Types.Realistic.Maritime | 4.24 | 7 | 1 |
| root.roleplay.Style Types.Healing Style | 4.24 | 9 | 3 |
| root.roleplay.Style Types.Experimental Style.Abstract Concepts | 4.24 | 7 | 1 |
| root.coding.Task Types.Tool Usage.Terminal Interaction | 4.24 | 1 | 7 |
| root.coding.Technical Domains.Game Development.Player Mechanics | 4.24 | 1 | 7 |
| root.coding.Technical Domains.Front-end Development.Responsive Design | 4.24 | 1 | 7 |
| root.writing.Writing Domains.Professional Writing.Music.Songwriting | 3.54 | 7 | 2 |
| root.writing.Writing Domains.Professional Writing.Psychology | 3.54 | 8 | 3 |
| root.writing.Writing Domains.Literary Writing.Fiction.Adventure Writing | 3.54 | 7 | 2 |
| root.writing.Writing Domains.Literary Writing.Fiction.Mystery | 3.54 | 2 | 7 |
| root.mathematics.Task Types.Problem Solving.Practical Application | 3.54 | 2 | 7 |
| root.mathematics.Task Types.Logical Reasoning.Puzzle Solving | 3.54 | 4 | 9 |
| root.mathematics.Mathematical Subfields.Applied Mathematics.Economics | 3.54 | 10 | 5 |
| root.mathematics.Mathematical Subfields.Geometry.Differential Geometry | 3.54 | 3 | 8 |
| root.mathematics.Mathematical Subfields.Mathematical Foundations.Set Theory | 3.54 | 2 | 7 |
| root.mathematics.Mathematical Subfields.Analysis.Complex Analysis | 3.54 | 2 | 7 |
| root.mathematics.Mathematical Subfields.Analysis.Limits | 3.54 | 4 | 9 |
| root.mathematics.Mathematical Subfields.Analysis.Fourier Analysis | 3.54 | 2 | 7 |
| root.reasoning.Reasoning Methods.Analogical Reasoning | 3.54 | 6 | 1 |
| root.reasoning.Reasoning Methods.Logical Reasoning.Basic Counting Reasoning | 3.54 | 8 | 3 |
| root.knowledge.Disciplinary Fields.Natural Sciences.Chemistry | 3.54 | 4 | 9 |
| root.knowledge.Task Types.Information Processing.Chart Interpretation | 3.54 | 10 | 5 |
| root.roleplay.Task Types.Simulation.Social Simulation | 3.54 | 7 | 2 |
| root.roleplay.Task Types.Educational.Language Learning | 3.54 | 7 | 2 |
| root.roleplay.Task Types.Educational.General Advice | 3.54 | 9 | 4 |
| root.roleplay.Task Types.Educational.Skill Training | 3.54 | 7 | 2 |
| root.roleplay.Task Types.Creative.Scriptwriting | 3.54 | 7 | 2 |
| root.roleplay.Task Types.Interactive.Interactive Text Game | 3.54 | 9 | 4 |
| root.roleplay.Task Types.Analytical.Cross-Analysis | 3.54 | 7 | 2 |
| root.roleplay.Theme Types.Comedy.Absurd Comedy | 3.54 | 6 | 1 |
| root.roleplay.Theme Types.Realistic.Life | 3.54 | 7 | 2 |
| root.roleplay.Theme Types.Realistic.Real World | 3.54 | 7 | 2 |
| root.roleplay.Theme Types.Emotional | 3.54 | 7 | 2 |
| root.roleplay.Theme Types.Emotional.Sensitive | 3.54 | 6 | 1 |
| root.roleplay.Theme Types.Emotional.Emotional Support | 3.54 | 9 | 4 |
| root.roleplay.Theme Types.Fantasy.Supernatural | 3.54 | 7 | 2 |
| root.roleplay.Theme Types.Fantasy.Cosmic | 3.54 | 8 | 3 |
| root.roleplay.Theme Types.Thought.Philosophy | 3.54 | 7 | 2 |
| root.roleplay.Style Types.Humorous Style | 3.54 | 7 | 2 |
| root.roleplay.Style Types.Humorous Style.Light Humor | 3.54 | 7 | 2 |
| root.roleplay.Style Types.Experimental Style | 3.54 | 7 | 2 |
| root.roleplay.Style Types.Experimental Style.Eccentric | 3.54 | 8 | 3 |
| root.coding.Task Types.Development and Maintenance.Comment Generation | 3.54 | 2 | 7 |
| root.coding.Task Types.Development and Maintenance.Code Execution | 3.54 | 1 | 6 |
| root.coding.Task Types.Data Processing.Data Visualization | 3.54 | 1 | 6 |
| root.coding.Task Types.Data Processing.Database | 3.54 | 1 | 6 |
| root.coding.Technical Domains.Artificial Intelligence.Reinforcement Learning | 3.54 | 2 | 7 |
| root.coding.Technical Domains.Front-end Development | 3.54 | 1 | 6 |
| root.coding.Technical Domains.Front-end Development.DOM Manipulation | 3.54 | 1 | 6 |
| root.coding.Technical Domains.Front-end Development.Webpage Development | 3.54 | 1 | 6 |
| root.coding.Technical Domains.Back-end Development.Microservices | 3.54 | 1 | 6 |
| root.coding.Programming Languages.Data Languages.SQL | 3.54 | 1 | 6 |
| root.writing.Styles.Reddit Style | 2.83 | 7 | 3 |
| root.writing.Writing Domains.Functional Writing.Teaching.Language Learning | 2.83 | 9 | 5 |
| root.writing.Writing Domains.Functional Writing.Instructional Descriptive Writing | 2.83 | 1 | 5 |
| root.writing.Writing Domains.Functional Writing.Official Document Writing.Professional Application Writing.Proposal Writing | 2.83 | 2 | 6 |
| root.writing.Writing Domains.Media Writing.Blog Posts | 2.83 | 2 | 6 |
| root.writing.Writing Domains.Media Writing.Social Media | 2.83 | 7 | 3 |
| root.writing.Writing Domains.Media Writing.Web Content | 2.83 | 2 | 6 |
| root.writing.Writing Domains.Everyday Writing.Personal Leisure Writing | 2.83 | 6 | 2 |
| root.writing.Writing Domains.Everyday Writing.Interpersonal Communication | 2.83 | 7 | 3 |
| root.writing.Writing Domains.Literary Writing.Inspirational | 2.83 | 3 | 7 |
| root.writing.Writing Domains.Literary Writing.Parody Creation | 2.83 | 6 | 2 |
| root.writing.Writing Domains.Literary Writing.Scriptwriting | 2.83 | 2 | 6 |
| root.mathematics.Task Types.Visualization.Geometric Drawing | 2.83 | 3 | 7 |
| root.mathematics.Task Types.Logical Reasoning.Theoretical Derivation | 2.83 | 3 | 7 |
| root.mathematics.Mathematical Subfields.Analysis | 2.83 | 3 | 7 |
| root.mathematics.Mathematical Subfields.Analysis.Mathematical Analysis | 2.83 | 3 | 7 |
| root.mathematics.Mathematical Subfields.Probability and Statistics | 2.83 | 4 | 8 |
| root.mathematics.Mathematical Subfields.Algebra.Algebraic Geometry | 2.83 | 5 | 9 |
| root.mathematics.Mathematical Subfields.Discrete Mathematics.Combinatorics | 2.83 | 4 | 8 |
| root.mathematics.Mathematical Subfields.Discrete Mathematics.Automata Theory | 2.83 | 6 | 2 |
| root.mathematics.Mathematical Subfields.Discrete Mathematics.Graph Theory | 2.83 | 1 | 5 |
| root.mathematics.Mathematical Subfields.Computational Mathematics | 2.83 | 2 | 6 |
| root.reasoning.Task Types.Decision Making | 2.83 | 7 | 3 |
| root.reasoning.Reasoning Methods.Classification Reasoning | 2.83 | 8 | 4 |
| root.reasoning.Thinking Modes.Creative.Conceptual Thinking | 2.83 | 7 | 3 |
| root.reasoning.Application Domains.Negotiation | 2.83 | 6 | 2 |
| root.knowledge.Disciplinary Fields.Natural Sciences.Biology.Botany | 2.83 | 1 | 5 |
| root.knowledge.Disciplinary Fields.Natural Sciences.Physics.Nuclear Physics | 2.83 | 5 | 1 |
| root.knowledge.Disciplinary Fields.Arts and Culture.Performing Arts | 2.83 | 9 | 5 |
| root.roleplay.Task Types.Simulation.Task Simulation | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Simulation.Creative Simulation | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Educational | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Educational.Academic Guidance | 2.83 | 6 | 2 |
| root.roleplay.Task Types.Creative | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Interactive.Q&A | 2.83 | 10 | 6 |
| root.roleplay.Task Types.Interactive.Dialogue Type | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Interactive.Realistic Interaction | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Analytical | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Analytical.Social and Political Issues | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Analytical.Interpretation and Symbolic Analysis | 2.83 | 7 | 3 |
| root.roleplay.Task Types.Analytical.Social Issues | 2.83 | 9 | 5 |
| root.roleplay.Theme Types.Emotional.Romantic | 2.83 | 7 | 3 |
| root.roleplay.Theme Types.Fantasy.Magic | 2.83 | 7 | 3 |
| root.roleplay.Theme Types.Thought | 2.83 | 7 | 3 |
| root.roleplay.Theme Types.Thought.Politics | 2.83 | 7 | 3 |
| root.roleplay.Style Types.Experimental Style.Formal | 2.83 | 7 | 3 |
| root.coding.Task Types.Development and Maintenance.Code Conversion | 2.83 | 2 | 6 |
| root.coding.Task Types.Tool Usage.Automation | 2.83 | 1 | 5 |
| root.coding.Task Types.Tool Usage.Environment Configuration | 2.83 | 1 | 5 |
| root.coding.Task Types.Tool Usage.Automated Workflow | 2.83 | 1 | 5 |
| root.coding.Task Types.Tool Usage.Test Development | 2.83 | 1 | 5 |
| root.coding.Task Types.Auxiliary Functions.Self-Assessment | 2.83 | 2 | 6 |
| root.coding.Task Types.Auxiliary Functions.Fact Recall | 2.83 | 6 | 2 |
| root.coding.Task Types.Debugging and Optimization.Testing | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Embedded Development.Sensors | 2.83 | 2 | 6 |
| root.coding.Technical Domains.Web Development | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Game Development.Graphics Rendering | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Game Development.Game Logic | 2.83 | 2 | 6 |
| root.coding.Technical Domains.Artificial Intelligence | 2.83 | 2 | 6 |
| root.coding.Technical Domains.Artificial Intelligence.Computer Vision | 2.83 | 2 | 6 |
| root.coding.Technical Domains.Back-end Development | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Back-end Development.API Development | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Back-end Development.Concurrent Programming | 2.83 | 2 | 6 |
| root.coding.Technical Domains.Back-end Development.Database Integration | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Data Science.Data Visualization Tools | 2.83 | 1 | 5 |
| root.coding.Technical Domains.Data Structures and Algorithms | 2.83 | 2 | 6 |
| root.coding.Programming Languages.Scripting Languages.Shell | 2.83 | 1 | 5 |
| root.coding.Programming Languages.Domain-specific Languages.MQL (Finance) | 2.83 | 1 | 5 |
| root.coding.Programming Languages.Markup Languages | 2.83 | 1 | 5 |
| root.coding.Programming Languages.Markup Languages.YAML | 2.83 | 1 | 5 |
| root.coding.Programming Languages.Markup Languages.JSON | 2.83 | 1 | 5 |
| root.coding.Programming Languages.General-purpose Languages.TypeScript | 2.83 | 1 | 5 |