Cherry Evals
Measure the whole intelligence system.
Domain benchmarks for green coffee, sensory analysis, sourcing, and roasting.
Available evaluation
PV-Microlot: Agentic Coffee Specialist Benchmark
20 cases · 400 subject trials
Coffee supply-chain analyst arena
A matched evaluation of one model across four system treatments. Harnessed systems beat Raw, but Purveyors did not clearly beat Pi and Parchment added no measured pairwise lift. Read the hypothesis audit, full pairwise matrix, failure modes, and missing data.
Includes
- All 1,800 pairwise ballots
- Findings and product implications
- Methodology and immutable digests
Explore PV-Microlot →
Purveyors
Coffee intelligence platform. Daily-normalized data from 40+ US specialty importers, turned into procurement-ready analytics for green coffee buyers and roasting teams.
© 2026 Purveyors.