Battle replay

Seed 1.6 vs Qwen3-235B

tree_0016 · Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics

Seed 1.6 · Better

DEEP

Rounds

4 - 2

Final Score

1,549,719

Tokens

$15.50

Cost

Onboarding R2

Mode

← Back to battles·View source page·onboarding_battles/R2_seed-1.6_Qwen3-235b-a22b_tree_0016.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 9

Round Context

Depth 2Width 2Backtrack

Logic Chain

Root

Software Developers, Quality Assurance Analysts, and Testers / Occupational Outlook Handbook: / U.S. Bureau of Labor Statistics

Step 2

Computer and Information Technology Occupations / Occupational Outlook Handbook: / U.S. Bureau of Labor Statistics

Question

Using U.S. Bureau of Labor Statistics data regarding Computer and Information Technology Occupations for the 2024–34 projection period, identify the specific occupational group that has a reported 2024 median pay of exactly $131,450. After identifying this group, consult the broader sector data to find the occupations with the highest and lowest median pay listed in the same category. For all three identified occupations (the initial target, the highest paid, and the lowest paid), provide the exact Job Title, the 2024 Median Pay, and the Entry-Level Education listed.

Answer length: 200-300 words.

Show hidden checklists

Depth checklist

Target Entity: Software Developers, Quality Assurance Analysts, and Testers
Highest Paid Entity: Computer and Information Research Scientists
Lowest Paid Entity: Computer Support Specialists

Width checklist

Target Group Pay: $131,450
Target Group Education: Bachelor's degree
Highest Paid Pay: $140,910
Highest Paid Education: Master's degree
Lowest Paid Pay: $61,550
Lowest Paid Education: 'See How to Become One' (or specific mention that it varies/is not listed as a single degree)
Inclusion of details for all three specific entities found in the table

Examiner rationale

The question requires Deep Reasoning to first identify the 'Software Developers, Quality Assurance Analysts, and Testers' group solely by its specific median pay statistic ($131,450) found in the source text. It then requires Wide Information Aggregation to scan the entire 'Computer and Information Technology Occupations' table to compare salary figures, identify the outliers (highest: Scientists, lowest: Support Specialists), and retrieve specific attributes (Education) for each.

Judgment

Tie

BOTH

Score 0 - 0

Both agents failed the Deep Logic check significantly. They both identified 'Computer and Information Research Scientists' as the target occupation for the $131,450 median pay, whereas the Ground Truth Checklist explicitly identifies 'Software Developers, Quality Assurance Analysts, and Testers' (with a Bachelor's degree requirement, not Master's). Additionally, both agents identified 'Computer and Information Systems Managers' as the highest-paid occupation, contradicting the checklist which lists Research Scientists as the highest in this specific context. Both appear to be retrieving outdated data (likely May 2021 figures) rather than the requested projection period data. Finally, both agents provided dense 'wall of text' responses instead of using scannable lists or tables, resulting in a poor user experience.

Evolution step

Determining Next Step...

TIE (Both Bad): BACKTRACKING.

[BACKTRACK] Moving up to Parent Node

Seed 1.6

ByteDance

25.1s

The specific Computer and Information Technology occupational group with a 2024 median pay of exactly $131,450 (per BLS 2024–34 projections) is Computer and Information Research Scientists [1]. Its entry-level education requirement is a master’s degree, as the role demands advanced knowledge to develop innovative tech solutions and conduct foundational research into computing systems [1]. Within the same BLS category, the highest-paid occupation is Computer and Information Systems Managers, boasting a 2024 median pay of $170,100 and an entry-level education of a bachelor’s degree, as they oversee organizational tech strategies and lead cross-functional tech teams [1]. The lowest-paid occupation is Computer Support Specialists, with a 2024 median pay of $57,910 and entry-level education of an associate’s degree or postsecondary nondegree award, focusing on day-to-day user tech troubleshooting and system maintenance support [1]. These figures tie to BLS’s 2024–34 projection trends, which note varying growth rates across subfields based on industry demand for specialized research vs. general user support roles [1]. ## References [1] U.S. Bureau of Labor Statistics. Occupational Outlook Handbook: Computer and Information Technology Occupations. 2024–34 Projection Period. https://www.bls.gov/ooh/computer-and-information-technology/home.htm

Qwen3-235B

Alibaba

15.1s

The Computer and Information Technology Occupations category in the U.S. Bureau of Labor Statistics (BLS) 2024–34 projections lists computer and information research scientists with a 2024 median pay of exactly $131,450, requiring a master's degree for entry-level positions [1]. Among all occupations in this broad category, the highest-paid is computer and information systems managers, with a median pay of $172,430 and typically requiring a bachelor's degree [1]. At the lower end, computer user support specialists have the lowest median pay at $57,460, with entry-level education usually being a postsecondary nondegree award [1]. These figures are based on May 2024 wage data from the BLS Occupational Employment and Wage Statistics (OEWS) program, which categorizes and reports median annual wages and educational requirements across detailed technology-related roles [1]. The data reflects national estimates and does not account for regional variations, experience levels, or industry-specific wage differences. Computer and information research scientists occupy a mid-tier position in terms of compensation within the sector, though their pay is significantly above the category average. In contrast, leadership roles such as computer and information systems managers command the highest wages, reflecting strategic responsibilities and organizational impact. Conversely, support-focused roles like computer user support specialists, which involve troubleshooting and user assistance, require less formal education and are compensated accordingly. This wage distribution highlights the correlation between educational requirements, job responsibilities, and earning potential within the technology sector [1]. ## References [1] U.S. Bureau of Labor Statistics, Occupational Outlook Handbook, Computer and Information Technology Occupations, 2024–34 projection period, https://www.bls.gov/ooh/computer-and-information-technology/home.htm