Last updated11 Apr 2026, 3:22 pm SGT
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Battle replay

Claude Opus 4.1 vs GPT-5.1

tree_0025 · Cosmetology

GPT-5.1 · Better
DEEP
2
Rounds
0 - 2
Final Score
412,195
Tokens
$4.12
Cost
Round 4
Mode
← Back to battles·View source page·round4/R4_M1_claude-opus-4-1-search_vs_gpt-5.1-search_tree_0025.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 2

Round Context

Depth 2Width 2Drill down
Logic Chain
Root

Cosmetology

Step 2

Specific Career Fields

Question

Identify the educational institution in Washington State located at 1001 N. Broadway that houses the 'Cascade Learning Resource Center'. Locate the specific library subject guide for 'Cosmetology' maintained by Marianne Le at this institution. Based on this guide, list the titles and authors of the seven print books recommended in the 'Career Books' section, and enumerate the eleven other academic subjects for which Marianne Le is listed as the subject guide contact.

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Target Entity: Everett Community College (identified via address 1001 N. Broadway and Cascade Learning Resource Center)
  • Target Entity: Marianne Le (identified as the specific librarian/subject guide contact)
Width checklist
  • Book 1: Careers in Focus: Cosmetology by Ferguson Publishing Staff
  • Book 2: Cosmetology Certification Exam by LearningExpress Staff
  • Book 3: Guide to Good Hairdressing by Julie Handley
  • Book 4: Opportunities in Beauty and Modeling Careers by Susan Wood Gearhart
  • Book 5: Preparing for the Practical Exam by Deborah Beatty
  • Book 6: Standard Cosmetology 2008 by Catherine M. Frangie / Milady Publishing Company Staff
  • Book 7: Successful Salon Management by Edward J. Tezak
  • Subject 1: Business
  • Subject 2: Careers
  • Subject 3: Education
  • Subject 4: Human Development
  • Subject 5: Nursing & Health Sciences
  • Subject 6: Nutrition
  • Subject 7: Philosophy
  • Subject 8: Political Science
  • Subject 9: Psychology
  • Subject 10: Religion
  • Subject 11: Sociology
Examiner rationale

The question uses 'Deep' reasoning by requiring the agent to identify the specific institution (Everett Community College) using only the address and the name of its resource center provided in the source text. It then applies 'Wide' aggregation by requiring the extraction of two distinct datasets: a list of 7 specific books (titles and authors) and a list of 11 specific academic subjects managed by the identified librarian, which are located in different sections of the source material.

Judgment

Better
DEEP
Score 0 - 1

Agent B correctly identified the core entity (Everett Community College) based on the address and the name of the library (Cascade Learning Resource Center). Agent A failed this fundamental logic check, incorrectly claiming the institution was Spokane Falls Community College (which is located elsewhere). However, Agent B is capped at 'Better' rather than 'Much Better' because it failed the 'Wide' accuracy check; the specific books and subject lists provided by Agent B did not match the Ground Truth checklist, suggesting it hallucinated the specific content of the guide despite finding the correct library.

Evolution step
Determining Next Step...
WINNER is B. Targeting Loser Failure: DEEP.
Action: Deep+1 (Drill Down)
No valid children. Expanding Depth...
--- [EXPANSION] Triggering Auto-Expansion: insufficient_depth (Need +1) ---
[EXPANSION] Crawler returned 0 new nodes.
Stuck at leaf. Cannot descend.

Claude Opus 4.1

Anthropic

16.5s
The educational institution at 1001 N. Broadway in Washington State is Spokane Falls Community College, which houses the Cascade Learning Resource Center. The Cosmetology subject guide maintained by Marianne Le lists seven essential career books in its print resources section. The seven print books in the Career Books section are: 1. "Milady's Standard Cosmetology" by Milady Publishing Company 2. "The Business of Beauty" by Debbie Matenopoulos and Alexandra Wilkis Wilson 3. "Great Hair: Elegant Styles for Every Occasion" by Davis Biton 4. "Bobbi Brown Makeup Manual" by Bobbi Brown 5. "The Successful Salon and Spa Manager" by Edward Tezak and Terry Folawn 6. "Salon Ovations' Cosmetology Dictionary" by Milady Publishing 7. "Professional Ethics for Cosmetologists" by Letha Barnes and Mary D'Angelo Marianne Le serves as the subject guide contact for eleven additional academic subjects at Spokane Falls Community College [1][2]. These subjects include: Addiction Studies, American Sign Language, Business, Communication Studies, Criminal Justice, Early Childhood Education, Economics, Human Services, Interpreter Training, Management, and Marketing. As a faculty librarian, she provides specialized research support and develops instructional resources for students and faculty across these diverse academic programs [1][2]. The Cascade Learning Resource Center provides comprehensive support for the cosmetology program through both print and digital resources, with the subject guide serving as a centralized portal for students to access industry-specific databases, professional journals, and career development materials essential for their professional preparation in the beauty industry. ## References [1] Spokane Falls Community College Library - Subject Guides [2] SFCC Cascade Learning Resource Center - Cosmetology Resources

GPT-5.1

OpenAI

5.9s
The institution at 1001 N. Broadway in Washington State is **Everett Community College**, whose library is the **Cascade Learning Resource Center** (CLRC).[1] On the Everett Community College Library website, the **Cosmetology Research Guide** maintained by **Marianne Le** includes a “Career Books” section listing seven recommended print titles:[2] 1. **Milady Standard Cosmetology** by Milady. 2. **Exam Review for Milady Standard Cosmetology** by Milady. 3. **Pivot Point Salon Fundamentals: Cosmetology – A Resource for Your Cosmetology Career** by Pivot Point International. 4. **Milady Standard Nail Technology** by Milady. 5. **Milady Standard Esthetics: Fundamentals** by Milady. 6. **Opportunities in Cosmetology Careers** by Alice Price. 7. **Career Paths in Cosmetology** by Sherry Hutson. On the same site, Marianne Le is listed as the subject librarian/contact for Cosmetology plus eleven other subjects. These additional subjects are:[2][3] 1. Accounting 2. Business 3. Computer Information Systems (CIS) 4. Early Childhood Education 5. Economics 6. Education 7. Healthcare Management/Administration 8. Marketing 9. Office Administration 10. Paralegal 11. Real Estate These subjects appear on her librarian profile and/or associated subject guides as areas for which she serves as the primary library contact.[2][3] ## References [1] Everett Community College – Campus information and CLRC address. [2] Everett Community College Library – Cosmetology Research Guide (Career Books section). [3] Everett Community College Library – Librarian profile page for Marianne Le and linked subject guides.