Onyx Coffee Lab vs Stumptown: Coffee Comparison (2026)
An independent side-by-side comparison of Onyx Coffee Lab and Stumptown for coffee buyers — pricing, features, integrations, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each vendor is cited by major AI engines when real buyers ask coffee questions. Tracked across ChatGPT, Perplexity, Gemini, and Claude over the last 90 days. Methodology.
Probes run hourly; each (engine × query) combo retests every ~3 days. Fresh categories may show "tracking…" until probes complete.
Pricing
Key Features
Feature data is being indexed.
Feature data is being indexed.
When to choose Onyx Coffee Lab
Choose Onyx Coffee Lab if your team prioritizes its strengths over Stumptown's. Full guidance populates as Onyx Coffee Lab's feature data is indexed.
When to choose Stumptown
Choose Stumptown if your team prioritizes its strengths over Onyx Coffee Lab's. Full guidance populates as Stumptown's feature data is indexed.