Generated on: 2025-09-20 22:48:18
Models compared: deepseek-r1-250120, gpt-4o-2024-11-20
Percentile threshold: 20%
| Model | Root Ranking |
|---|---|
| deepseek-r1-250120 | 4 |
| gpt-4o-2024-11-20 | 9 |
The following nodes show significant variation in ranking across models:
| Node Path | Std Dev | deepseek-r1-250120 | gpt-4o-2024-11-20 |
|---|---|---|---|
| root.writing.Writing Domains.Functional Writing.Informative Writing | 12.02 | 2 | 19 |
| root.reasoning.Thinking Modes.Creative.Concept Reorganization | 10.61 | 2 | 17 |
| root.writing.Writing Domains.Functional Writing.Naming or Branding | 9.90 | 5 | 19 |
| root.writing.Writing Domains.Functional Writing.Professional Planning | 9.90 | 2 | 16 |
| root.writing.Writing Domains.Functional Writing.Structured Response Writing | 9.19 | 5 | 18 |
| root.roleplay.Style Types.Experimental Style.Eccentric | 8.49 | 1 | 13 |
| root.writing.Styles.Classicism | 8.49 | 15 | 3 |
| root.reasoning.Task Types.Design | 8.49 | 1 | 13 |
| root.reasoning.Application Domains.Organization | 8.49 | 2 | 14 |
| root.knowledge.Disciplinary Fields.Humanities and Social Sciences.Military | 8.49 | 2 | 14 |
| root.knowledge.Disciplinary Fields.Technical Engineering.Computer Science.Cybersecurity | 8.49 | 2 | 14 |
| root.coding.Programming Languages.Scripting Languages.Script | 8.49 | 2 | 14 |
| root.roleplay.Task Types.Educational.Language Learning | 7.78 | 4 | 15 |
| root.writing.Writing Domains.Media Writing.Copywriting | 7.78 | 1 | 12 |
| root.writing.Writing Domains.Everyday Writing.Health | 7.78 | 4 | 15 |
| root.writing.Writing Domains.Everyday Writing.Pets | 7.78 | 1 | 12 |
| root.writing.Writing Domains.Functional Writing.Recommendation Letters | 7.78 | 3 | 14 |
| root.knowledge.Disciplinary Fields.Applied Sciences.Architecture | 7.78 | 4 | 15 |
| root.roleplay.Theme Types.Comedy.Humorous Comedy | 7.07 | 4 | 14 |
| root.writing.Writing Domains.Professional Writing.Business | 7.07 | 1 | 11 |
| root.writing.Writing Domains.Literary Writing.Fiction.Erotic Fiction | 7.07 | 1 | 11 |
| root.writing.Writing Domains.Media Writing.Web Content | 7.07 | 2 | 12 |
| root.writing.Writing Domains.Everyday Writing.Entertainment.Jokes | 7.07 | 7 | 17 |
| root.writing.Writing Domains.Functional Writing.Speech Writing | 7.07 | 3 | 13 |
| root.writing.Writing Domains.Functional Writing.Resume Writing | 7.07 | 6 | 16 |
| root.writing.Writing Domains.Functional Writing.Email Writing | 7.07 | 4 | 14 |
| root.writing.Creative Stages.Writing Stage.Tag Design | 7.07 | 1 | 11 |
| root.reasoning.Thinking Modes.Creative | 7.07 | 1 | 11 |
| root.reasoning.Thinking Modes.Creative.Divergent Association | 7.07 | 1 | 11 |
| root.reasoning.Thinking Modes.Hypothetical Thinking | 7.07 | 1 | 11 |
| root.reasoning.Task Types.Problem Solving | 7.07 | 1 | 11 |
| root.reasoning.Task Types.Problem Solving.Creative | 7.07 | 1 | 11 |
| root.reasoning.Reasoning Methods.Analogical Reasoning | 7.07 | 2 | 12 |
| root.mathematics.Mathematical Subfields.Discrete Mathematics.Game Theory | 7.07 | 6 | 16 |
| root.mathematics.Mathematical Subfields.Mathematical Foundations.History of Mathematics | 7.07 | 6 | 16 |
| root.mathematics.Mathematical Subfields.Geometry.Topology | 7.07 | 6 | 16 |
| root.knowledge.Disciplinary Fields.Applied Sciences.Real Estate | 7.07 | 1 | 11 |
| root.roleplay.Task Types.Educational.Trivia | 6.36 | 2 | 11 |
| root.writing.Writing Domains.Professional Writing.Education | 6.36 | 2 | 11 |
| root.writing.Writing Domains.Everyday Writing.Entertainment.Tongue Twisters | 6.36 | 6 | 15 |
| root.writing.Writing Domains.Functional Writing | 6.36 | 1 | 10 |
| root.writing.Writing Domains.Functional Writing.Official Document Writing.Financial Documents | 6.36 | 1 | 10 |
| root.writing.Writing Domains.Functional Writing.Project Documentation | 6.36 | 6 | 15 |
| root.writing.Writing Domains.Functional Writing.Project Planning | 6.36 | 6 | 15 |
| root.writing.Writing Domains.Functional Writing.Teaching.Language Learning | 6.36 | 2 | 11 |
| root.writing.Creative Stages.Writing Stage.Data Processing | 6.36 | 2 | 11 |
| root.writing.Creative Stages.Writing Stage.Draft Writing | 6.36 | 1 | 10 |
| root.writing.Creative Stages.Post-processing Stage.Evaluation and Feedback | 6.36 | 1 | 10 |
| root.writing.Creative Stages.Post-processing Stage.Entity Extraction | 6.36 | 1 | 10 |
| root.writing.Creative Stages.Post-processing Stage.Content Classification | 6.36 | 1 | 10 |
| root.writing.Styles.Detailed Descriptive | 6.36 | 1 | 10 |
| root.reasoning.Task Types.Problem Solving.Experimental | 6.36 | 2 | 11 |
| root.mathematics.Mathematical Subfields.Mathematical Foundations.Category Theory | 6.36 | 9 | 18 |
| root.knowledge.Disciplinary Fields.Arts and Culture.Literature.Novels | 6.36 | 2 | 11 |
| root.knowledge.Disciplinary Fields.Technical Engineering.Mechanical Engineering | 6.36 | 2 | 11 |
| root.coding.Programming Languages.Scripting Languages.Shell | 6.36 | 3 | 12 |
| root.coding.Programming Languages.Markup Languages.SVG | 6.36 | 4 | 13 |
| root.roleplay.Style Types.Experimental Style.Freeform | 5.66 | 1 | 9 |
| root.roleplay.Style Types.Humorous Style.Light Humor | 5.66 | 2 | 10 |
| root.roleplay.Style Types.Humorous Style.Sitcom | 5.66 | 2 | 10 |
| root.roleplay.Theme Types.Emotional.Emotional Support | 5.66 | 2 | 10 |
| root.roleplay.Theme Types.Realistic.School | 5.66 | 2 | 10 |
| root.roleplay.Theme Types.Realistic.Sports | 5.66 | 1 | 9 |
| root.writing.Writing Domains.Literary Writing.Parody Creation | 5.66 | 9 | 1 |
| root.writing.Writing Domains.Literary Writing.Inspirational | 5.66 | 1 | 9 |
| root.writing.Writing Domains.Media Writing.News Reporting | 5.66 | 9 | 1 |
| root.writing.Writing Domains.Functional Writing.Workplace Writing | 5.66 | 10 | 2 |
| root.writing.Writing Domains.Functional Writing.Official Document Writing.Email | 5.66 | 7 | 15 |
| root.writing.Writing Domains.Functional Writing.Greeting Card Writing | 5.66 | 1 | 9 |
| root.writing.Creative Stages.Writing Stage | 5.66 | 1 | 9 |
| root.writing.Creative Stages.Writing Stage.Prompt Development | 5.66 | 1 | 9 |
| root.writing.Creative Stages.Conceptualization Stage | 5.66 | 2 | 10 |
| root.writing.Creative Stages.Conceptualization Stage.Content Conceptualization | 5.66 | 2 | 10 |
| root.writing.Creative Stages.Conceptualization Stage.Problem Solving | 5.66 | 2 | 10 |
| root.writing.Styles | 5.66 | 1 | 9 |
| root.writing.Styles.Formal | 5.66 | 1 | 9 |
| root.reasoning.Task Types.Situational Analysis | 5.66 | 2 | 10 |
| root.reasoning.Reasoning Methods.Analytical Reasoning | 5.66 | 3 | 11 |
| root.reasoning.Reasoning Methods.Causal Reasoning.Multi-factor Attribution | 5.66 | 3 | 11 |
| root.reasoning.Reasoning Methods.Critical Reasoning | 5.66 | 2 | 10 |
| root.reasoning.Application Domains | 5.66 | 2 | 10 |
| root.reasoning.Application Domains.Strategic Planning | 5.66 | 2 | 10 |
| root.mathematics.Task Types.Visualization.Data Visualization | 5.66 | 13 | 5 |
| root.mathematics.Task Types.Fact Recall | 5.66 | 4 | 12 |
| root.knowledge.Task Types.Auxiliary Support.Simplified Explanation | 5.66 | 2 | 10 |
| root.knowledge.Task Types.Content Production.Example Demonstration | 5.66 | 1 | 9 |
| root.knowledge.Disciplinary Fields.Humanities and Social Sciences.Current Affairs | 5.66 | 6 | 14 |
| root.knowledge.Disciplinary Fields.Humanities and Social Sciences.Social Sciences | 5.66 | 4 | 12 |
| root.knowledge.Disciplinary Fields.Arts and Culture.Design | 5.66 | 1 | 9 |
| root.knowledge.Disciplinary Fields.Technical Engineering.Computer Science.Robotics | 5.66 | 1 | 9 |
| root.coding.Programming Languages.Domain-specific Languages.MQL (Finance) | 5.66 | 5 | 13 |
| root.coding.Task Types.Auxiliary Functions.Fact Recall | 5.66 | 8 | 16 |
| root.roleplay.Style Types.Serious Style.Historical Drama | 4.95 | 3 | 10 |
| root.roleplay.Theme Types.Action-Adventure.Exploration | 4.95 | 3 | 10 |
| root.roleplay.Theme Types.Fantasy.Mythology | 4.95 | 3 | 10 |
| root.roleplay.Theme Types.Comedy | 4.95 | 3 | 10 |
| root.roleplay.Task Types.Simulation.Realistic Adventure | 4.95 | 1 | 8 |
| root.roleplay.Task Types.Simulation.Psychological Simulation | 4.95 | 1 | 8 |
| root.roleplay.Task Types.Educational.Skill Training | 4.95 | 1 | 8 |
| root.writing | 4.95 | 1 | 8 |
| root.writing.Writing Domains | 4.95 | 1 | 8 |
| root.writing.Writing Domains.Professional Writing | 4.95 | 2 | 9 |
| root.writing.Writing Domains.Creative Writing | 4.95 | 1 | 8 |
| root.writing.Writing Domains.Creative Writing.Creative Fragment Writing | 4.95 | 3 | 10 |
| root.writing.Writing Domains.Literary Writing.Literature | 4.95 | 2 | 9 |
| root.writing.Writing Domains.Everyday Writing | 4.95 | 2 | 9 |
| root.writing.Writing Domains.Everyday Writing.Entertainment | 4.95 | 4 | 11 |
| root.writing.Writing Domains.Everyday Writing.Entertainment.Travel | 4.95 | 4 | 11 |
| root.writing.Writing Domains.Everyday Writing.Entertainment.Horoscopes | 4.95 | 4 | 11 |
| root.writing.Writing Domains.Everyday Writing.Emotions | 4.95 | 1 | 8 |
| root.writing.Writing Domains.Everyday Writing.Personal Reflection | 4.95 | 2 | 9 |
| root.writing.Writing Domains.Everyday Writing.Gaming.Game Design | 4.95 | 1 | 8 |
| root.writing.Writing Domains.Everyday Writing.Idiomatic Expressions | 4.95 | 3 | 10 |
| root.writing.Writing Domains.Functional Writing.Formal Communication | 4.95 | 2 | 9 |
| root.writing.Writing Domains.Functional Writing.Report Writing | 4.95 | 3 | 10 |
| root.writing.Creative Stages | 4.95 | 1 | 8 |
| root.writing.Creative Stages.Writing Stage.Example Generation | 4.95 | 3 | 10 |
| root.writing.Creative Stages.Optimization Stage | 4.95 | 3 | 10 |
| root.writing.Creative Stages.Conceptualization Stage.Research | 4.95 | 2 | 9 |
| root.writing.Styles.Humorous | 4.95 | 3 | 10 |
| root.writing.Styles.Tragic | 4.95 | 10 | 3 |
| root.writing.Styles.Concise | 4.95 | 2 | 9 |
| root.reasoning | 4.95 | 2 | 9 |
| root.reasoning.Thinking Modes | 4.95 | 2 | 9 |
| root.reasoning.Thinking Modes.Critical | 4.95 | 4 | 11 |
| root.reasoning.Task Types | 4.95 | 2 | 9 |
| root.reasoning.Task Types.Evaluation | 4.95 | 2 | 9 |
| root.reasoning.Task Types.Conceptual Understanding | 4.95 | 1 | 8 |
| root.reasoning.Reasoning Methods | 4.95 | 2 | 9 |
| root.reasoning.Reasoning Methods.Explanatory Reasoning | 4.95 | 2 | 9 |
| root.reasoning.Reasoning Methods.Causal Reasoning | 4.95 | 4 | 11 |
| root.reasoning.Application Domains.Ethical Reasoning | 4.95 | 3 | 10 |
| root.reasoning.Application Domains.Philosophical Reasoning | 4.95 | 2 | 9 |
| root.reasoning.Application Domains.Negotiation | 4.95 | 4 | 11 |
| root.mathematics.Mathematical Subfields.Algebra.Linear Algebra | 4.95 | 6 | 13 |
| root.mathematics.Mathematical Subfields.Discrete Mathematics.Combinatorics | 4.95 | 6 | 13 |
| root.mathematics.Task Types.Logical Reasoning.Logical Deduction | 4.95 | 6 | 13 |
| root.knowledge.Disciplinary Fields.Arts and Culture.Performing Arts | 4.95 | 2 | 9 |
| root.knowledge.Disciplinary Fields.Natural Sciences.Physics.Astrophysics | 4.95 | 1 | 8 |
| root.knowledge.Disciplinary Fields.Technical Engineering.Computer Science | 4.95 | 4 | 11 |
| root.coding.Programming Languages.Domain-specific Languages.Solidity (Blockchain) | 4.95 | 2 | 9 |
| root.coding.Programming Languages.Data Languages.R | 4.95 | 5 | 12 |
| root.coding.Task Types.Development and Maintenance.Comment Generation | 4.95 | 5 | 12 |
| root.coding.Task Types.Tool Usage.Version Control | 4.95 | 8 | 15 |
| root.coding.Technical Domains.Front-end Development.Animation | 4.95 | 6 | 13 |
| root.coding.Technical Domains.Embedded Development.Hardware Technology | 4.95 | 3 | 10 |