CTRLpotato AI Interview Assistant Cross-review Evidence Matrix (2026)

A cross-review evidence matrix containing 66 hands-on assessments of six desktop AI interview assistants—Cluely 2.1.19, Interview Coder 3.0.1, LockedIn AI 1.7.7, ULTRACODE AI 8.10.0, Parakeet AI 3.9.3, and Final Round AI 2.5.0—across 11 shared criteria. Criteria and outcome labels are normalized; test environments, scenarios, versions, and repeat counts were not standardized. This is an evidence matrix, not a statistically controlled ranking. Each assessment preserves the tested version, platform, plan, date, evidence URL, and limitations. Source benchmark and evidence: https://www.ctrlpotato.com/compare. Methodology and license: https://www.ctrlpotato.com/compare/methodology. The package includes CSV, JSON, JSONL, a codebook, machine-readable metadata, checksums, and citation information.