Rigorous, reproducible benchmarks measuring how mainstream AI models perform across real-world software tasks — VPN configuration, multimedia production, and web design.
Aggregated scores across all three software categories. Higher is better.
Detailed metrics for each software testing domain.
Individual performance breakdowns for each AI model tested.
How we ensure fair, reproducible, and meaningful results.
Each AI receives identical prompts crafted by domain experts. Tasks range from simple Q&A to complex multi-step workflows specific to each software category.
Responses are anonymized and scored by a panel of certified professionals. Scoring rubrics evaluate accuracy, completeness, actionability, and safety.
Each test is repeated 5 times with temperature sampling. We report mean scores with 95% confidence intervals and flag any statistically insignificant differences.