This report synthesises findings from 7 peer-reviewed papers addressing the following research question: What is the correlation between batch size scaling and latency degradation for Codestral models when performing static analysis code classification. 7 claims were extracted from source literature; 7 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.2/10. This report is a machine-generated literature synthesis and does not constitute original research.Research goal: What is the correlation between batch size scaling and latency degradation for Codestral models when performing static analysis code classification?Autonomous literature synthesis. Automated review score: 8.2/10. Full text and citation available at Assignee Research.