Battle replay

Sonar Reasoning Pro vs GLM-4.7

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

Sonar Reasoning Pro · Much Better

BOTH

Rounds

7 - 4

Final Score

—

Tokens

—

Cost

Onboarding R4

Mode

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Timeline

Arrow keys or j/k move between rounds.

Round 1 of 10

Round Context

Depth 2Width 2Pressure test

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

Within the broad category of computer and information technology occupations tracked by the U.S. federal labor statistics agency, focus only on those occupations for which a bachelor’s degree is listed as the typical entry-level education (excluding those that require a master’s degree or list another pathway). Identify all such occupations and report their 2024 median annual pay. In addition, state the overall 2024 median annual wage for the entire computer and information technology occupational group, the average number of projected annual openings for this group from 2024 to 2034, and name the undergraduate field of degree that directly corresponds to this occupational category as classified by the same agency.

Answer length: 200-300 words.

Show hidden checklists

Depth checklist

Computer Network Architects — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Computer Programmers — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Computer Systems Analysts — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Database Administrators and Architects — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Information Security Analysts — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Network and Computer Systems Administrators — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Software Developers, Quality Assurance Analysts, and Testers — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group
Web Developers and Digital Designers — Included because bachelor’s degree is listed as typical entry-level education within the computer and IT group

Width checklist

Computer Network Architects — 2024 median pay: $130,390
Computer Programmers — 2024 median pay: $98,670
Computer Systems Analysts — 2024 median pay: $103,790
Database Administrators and Architects — 2024 median pay: $123,100
Information Security Analysts — 2024 median pay: $124,910
Network and Computer Systems Administrators — 2024 median pay: $96,800
Software Developers, Quality Assurance Analysts, and Testers — 2024 median pay: $131,450
Web Developers and Digital Designers — 2024 median pay: $95,380
Overall computer and information technology occupations median annual wage (2024): $105,990
Projected average annual openings for the group (2024–2034): 317,700
Corresponding undergraduate field of degree: Computer and information technology

Examiner rationale

The question uses a logical filter (Deep) by requiring identification of occupations within a specific federal occupational category that share the same typical entry-level education (bachelor’s degree), excluding others with different requirements. This forces correct entity selection. It then requires aggregation of multiple data points (Wide): each occupation’s 2024 median pay, plus overall group wage data, projected annual openings, and the aligned undergraduate field of degree—information that is distributed across multiple related pages and tables.

Judgment

Better

BOTH

Score 1 - 0

First, Deep Logic: Agent A correctly identifies the relevant occupational category and mostly lists the correct bachelor’s-level occupations (though it omits Web Developers and Digital Designers). Agent B includes an incorrect occupation (Computer Hardware Engineers), excludes Web Developers incorrectly, and misidentifies the corresponding undergraduate field (Computer Science instead of "Computer and information technology"). Thus, B fails Deep Logic more substantially. Second, Width/Completeness: Agent A provides accurate 2024 median pay figures for the occupations it lists but misses one required occupation and completely omits the overall group median wage and projected annual openings. Agent B provides outdated and incorrect group statistics (wrong median wage and projection period), incorrect 2024 pay figures, and the wrong undergraduate field. These are major factual inaccuracies across multiple required checklist items. Finally, User Experience & Presentation: Agent A is clearly structured, well-formatted, and transparent about missing data (though that hurts completeness). Agent B is concise and formatted, but the factual inaccuracies significantly undermine reliability. Conclusion: Although Agent A is incomplete (WIDE failure), Agent B contains multiple incorrect statistics and entity errors (BOTH Deep and Wide failures). Therefore, Agent A provides the better overall user experience.

Evolution step

Determining Next Step...

WINNER is A. Targeting Loser Failure: BOTH.

Action: Pressure Test (Deep+1 & Wide+1)

Descended to: 'OOH FAQs / Occupational Outlook Handbook: / U.S. Bureau of Labor Statistics'

Sonar Reasoning Pro

Perplexity

9.3s

## Answer **Computer and Information Technology Occupations Requiring Bachelor's Degrees** The following occupations tracked by the U.S. Bureau of Labor Statistics require a bachelor's degree as typical entry-level education, with their 2024 median annual pay:[2] - Computer Network Architects: $130,390 - Computer Programmers: $98,670 - Computer Systems Analysts: $103,790 - Database Administrators and Architects: $123,100 - Information Security Analysts: $124,910 - Network and Computer Systems Administrators: $96,800 - Software Developers, Quality Assurance Analysts, and Testers: $131,450 These seven occupations represent the bachelor's degree pathway within computer and information technology occupations tracked by BLS.[2] The search results provided do not include the overall 2024 median annual wage for the entire computer and information technology occupational group, nor do they specify the average number of projected annual openings for 2024-2034. These specific metrics would require access to more detailed BLS Occupational Outlook Handbook data not contained in the current search results. Regarding the undergraduate field of degree classification, BLS recognizes "Computer and information technology" as the field of degree directly corresponding to this occupational category.[6] This encompasses degree programs in computer science, information technology, and related disciplines that prepare graduates for these roles.[1] The field offers diverse career paths with substantial earning potential, ranging from $96,800 to $131,450 annually for bachelor's degree holders. Excluded from this list are occupations requiring a master's degree as entry-level education (such as Computer and Information Research Scientists) or those listing alternative pathways (such as Computer Support Specialists).[2] ## References [1] Indeed.com. IT Requirements and Qualifications (With Careers in IT) [2] U.S. Bureau of Labor Statistics. Computer and Information Technology Occupations [6] U.S. Bureau of Labor Statistics. Field of degree: Computer and information technology

GLM-4.7

Zhipu AI

68.2s

According to the U.S. Bureau of Labor Statistics (BLS), the median annual wage for the computer and information technology occupational group was $104,420. The agency projects approximately 377,500 average annual openings for this group from 2022 to 2032 [1]. Occupations within this group that list a bachelor’s degree as the typical entry-level education include: * **Computer Hardware Engineers:** $138,880 * **Software Developers, Quality Assurance Analysts, and Testers:** $132,270 * **Computer Network Architects:** $126,900 * **Information Security Analysts:** $120,360 * **Database Administrators:** $117,880 * **Computer Systems Analysts:** $103,800 * **Computer Programmers:** $99,840 * **Network and Computer Systems Administrators:** $90,520 This data excludes roles requiring a master’s degree, such as Computer and Information Research Scientists, and those like Web Developers where an associate’s degree is typically sufficient. The undergraduate field of degree that directly corresponds to this occupational category is **Computer Science** [2]. ## References [1] U.S. Bureau of Labor Statistics, Occupational Outlook Handbook, Computer and Information Technology Occupations, https://www.bls.gov/ooh/computer-and-information-technology/home.htm [2] U.S. Bureau of Labor Statistics, College-to-Career, Computer Science, https://www.bls.gov/careeroutlook/2024/field-of-degree/computer-science.htm