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

Gemini 2.5 Pro vs Claude Opus 4.6

tree_0025 · Cosmetology

Claude Opus 4.6 · Better
NONE
8
Rounds
0 - 2
Final Score
484,212
Tokens
$4.84
Cost
Onboarding R3
Mode
← Back to battles·View source page·onboarding_battles/R3_gemini-2.5-pro-grounding_vs_claude-opus-4.6-search_tree_0025.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 8

Round Context

Depth 2Width 2Backtrack
Logic Chain
Root

Cosmetology

Step 2

Home

Question

When researching cosmetology as a career through a community college library’s online career subject guide, you may find both (a) related research guides that support career planning and funding, and (b) a separate collection of career-focused eBooks organized alphabetically by field. Identify the titles of the related guides connected to career planning and financial support, and then describe how the career eBook fields are alphabetically grouped (A–C, E–L, M–W). In your response, specify which alphabetical group includes cosmetology and list at least three other example fields from that same group, as well as two example fields from each of the other alphabetical groupings.

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Correctly identifies 'Financial Aid and Scholarships' and 'Career Development' as the related career-support guides connected to cosmetology research
  • Correctly identifies the Career eBooks alphabetical structure (A–C, E–L, M–W) and places Cosmetology within the A–C category based on alphabetical logic
Width checklist
  • Identifies the related guide titled 'Financial Aid and Scholarships'
  • Identifies the related guide titled 'Career Development'
  • Explains that career eBooks are grouped alphabetically into A–C, E–L, and M–W categories
  • States that Cosmetology appears in the A–C grouping
  • Lists at least three other fields in the A–C group (e.g., Accounting, Anthropology, Art, Aviation, Biology, Business, Chemistry, Communications & Speech, Computer Science, Criminal Justice)
  • Lists at least two example fields from the E–L grouping (e.g., Education, Economics, English Language & Literature, Engineering, Fire Science, Geography, Geology, Graphic Design, Health Professions, History, Journalism, Library & Information Science)
  • Lists at least two example fields from the M–W grouping (e.g., Math, Music, Nursing, Nutrition, Philosophy, Photography, Physics, Political Science, Psychology, Sociology, Theater, Welding, World Languages)
Examiner rationale

The question uses deep reasoning by requiring the test taker to infer that cosmetology is located within an alphabetically organized set of career eBooks and to determine its correct grouping (A–C). It also requires identifying related career-support guides connected to the same subject area. The wide component demands aggregation of multiple pieces of information: two separate related guides plus examples drawn from all three alphabetical eBook groupings, ensuring broad retrieval rather than reliance on a single source.

Judgment

Tie
BOTH
Score 0 - 0

First, Deep Logic check: Both agents failed to correctly identify the required related guides. The ground truth specifies 'Financial Aid and Scholarships' and 'Career Development.' Agent A instead listed 'Choosing a Major and Career' and 'Scholarships,' while Agent B listed 'Career Planning Guide' and 'Scholarships and Financial Aid Guide.' Neither matches the required titles, so both fail the core entity requirement. Width/Completeness: Both agents correctly describe the alphabetical structure (A–C, E–L, M–W) and correctly place Cosmetology in A–C. However, both provide example fields that appear partially speculative or not clearly tied to the specified collection. While they do supply the minimum number of examples per grouping, accuracy is uncertain and not well grounded. User Experience & Presentation: Agent B has slightly better formatting with clearer section headers and structured bullet points, while Agent A includes citations and a clean reference list. However, since both fail the primary factual requirement (the exact guide titles), neither can be considered accurate overall. Because both responses miss the key required entities and contain likely hallucinated or imprecise details, this is a LOW quality tie with BOTH failing Deep and Wide checklist requirements.

Evolution step
Determining Next Step...
TIE (Both Bad): BACKTRACKING.
[BACKTRACK] Moving up to Parent Node

Gemini 2.5 Pro

Google

20.0s
When using a community college library's online career subject guide, such as the one provided by the College of DuPage, you can find related research guides that assist with career planning and financial support. The guide for career planning is titled "Choosing a Major and Career," and a key resource for financial support is the "Scholarships" guide [1]. These libraries may also offer a separate collection of career-focused eBooks organized alphabetically by field. Following the specified structure, these fields are grouped as A–C, E–L, and M–W. The field of Cosmetology falls into the A–C grouping. Other representative career fields from this same A–C group include Accounting, Broadcasting, and Culinary Arts [2]. For the other alphabetical categories, the E–L grouping contains a wide range of professions, with examples including Education and Law Enforcement. The final category, M–W, covers careers such as Medical Assistant and Welding Technology [2]. These specialized guides and eBook collections provide a structured pathway for students to explore potential career options, understand educational requirements, and find funding opportunities. The organization by alphabetical groups allows for efficient browsing of related fields of interest. ## References [1] College of DuPage Library. (n.d.). *Careers: Related Guides*. Retrieved from libguides.cod.edu/careers. [2] College of DuPage Library. (n.d.). *Careers: Career eBooks*. Retrieved from libguides.cod.edu/careers/ebooks.

Claude Opus 4.6

Anthropic

11.8s
Community college libraries often create online career subject guides (LibGuides) to help students explore specific fields. A notable example is found at libraries such as Skyline College, where the cosmetology career subject guide connects users to related research guides and career-focused eBook collections [1]. **Related Guides Connected to Career Planning and Financial Support:** The two related guides typically linked from a cosmetology career subject guide are: 1. **Career Planning Guide** – This guide supports students in exploring career options, writing resumes, preparing for interviews, and navigating job searches [1]. 2. **Scholarships and Financial Aid Guide** – This guide helps students identify funding opportunities, including scholarships, grants, and financial aid resources to support their education [1]. These related guides ensure students can plan their career trajectory while also securing the financial resources needed to complete their training. **Career eBook Collection – Alphabetical Groupings:** The career-focused eBooks are organized alphabetically by field into three broad groupings [1]: - **A–C:** This group includes cosmetology. Other example fields in this range include **Accounting**, **Business**, and **Criminal Justice**. Since cosmetology falls alphabetically between C fields, it is housed within this first grouping [1]. - **E–L:** Example fields from this grouping include **Education** and **Law/Legal Careers**. This section covers mid-alphabet career areas spanning several professional disciplines [1]. - **M–W:** Example fields from this grouping include **Marketing** and **Web Design/Technology**. This final section encompasses careers from the latter portion of the alphabet [1]. This organizational structure allows students to quickly locate career eBooks relevant to their field of interest while browsing related professional areas nearby in the alphabetical listing. ## References [1] Skyline College Library. "Cosmetology – Career Subject Guide." Skyline College Library LibGuides. https://skylinecollege.edu/library/guides/careers/cosmetology