Qwen3-235B vs Grok 4
tree_0016 · Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics
Timeline
Arrow keys or j/k move between rounds.
Round Context
Software Developers, Quality Assurance Analysts, and Testers / Occupational Outlook Handbook: / U.S. Bureau of Labor Statistics
Computer and Information Systems Managers / Occupational Outlook Handbook: / U.S. Bureau of Labor Statistics
Using the U.S. Bureau of Labor Statistics' Occupational Outlook Handbook (2024-34 projections), identify the specific occupation responsible for designing computer applications and reporting defects, and the specific occupation responsible for planning and directing computer-related activities. Compare these two roles by listing their 2024 median annual pay, their projected numeric employment change over the decade, and the required work experience in a related occupation.
Answer length: 200-300 words.
Show hidden checklists
- Identify Entity 1: Software Developers, Quality Assurance Analysts, and Testers (based on 'designing applications and reporting defects')
- Identify Entity 2: Computer and Information Systems Managers (based on 'planning and directing computer-related activities')
- Software Developers/QA/Testers 2024 Median Pay: $131,450
- Software Developers/QA/Testers Employment Change (2024-34): 287,900
- Software Developers/QA/Testers Work Experience: None
- Computer and Information Systems Managers 2024 Median Pay: $171,200
- Computer and Information Systems Managers Employment Change (2024-34): 101,600
- Computer and Information Systems Managers Work Experience: 5 years or more
The question requires Deep Logic to map functional descriptions ('designing applications...', 'planning... activities') to specific official BLS occupation titles without naming them. It requires Wide Aggregation to retrieve three distinct data points (Pay, Numeric Change, Experience) for both identified entities from their respective data sets.
Judgment
Both agents failed to retrieve the specific 2024-34 projection data required by the prompt and the Ground Truth Checklist. Agent A provided outdated 2022 data while incorrectly claiming it was from the 2024-34 projections (a hallucination of source content). Agent B incorrectly stated that the 2024-34 data was not released (a refusal/hallucination) and provided 2023-33 data instead. However, Agent B is the winner based on User Experience. It used excellent formatting (bullet points, bold headers) to compare the roles, whereas Agent A provided a dense, hard-to-read wall of text. Agent B was also honest about the data vintage it used (2023), whereas Agent A was misleading. Agent B receives a penalty for a significant internal monologue artifact at the end of the response, preventing a higher score.
Qwen3-235B
Alibaba
Grok 4
xAI