Benchmarks

Email verification, work email finding, job change detection and people search, tested on records where we already knew the right answer.

Released

10 Nov 2026

Jobs

4

Tested

83 vendorsthrough 7 stores

Spend

$311.69

Jump to accuracy, accuracy and cost, store markup, speed and method.

Duplicate records, own work email address, same person and main employer, answered by 25 decision models, 8 LLMs and 1 web agent.

Run

6 Nov 2026

Jobs

4

Tested

34 models25 decision models, 8 LLMs, 1 web agent

Cases

702each asked 3 times

Spend

$8.53judge calls

Jump to right answers, guard share, cost, speed and method.