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Open Benchmarks
Foodgeist vs the Field
How Foodgeist compares to every major food database, recipe API, flavor database, and trend platform. Our numbers are pulled live from the platform. Competitor numbers are last-known-public from their own marketing pages.
Last updated: June 8, 2026 at 6:11 PM · Auto-refreshes every 10 minutes
Foodgeist counts: live (Supabase) · Competitor data: as of 2026-05-17
Recipes365,000aggregated from 75+ sources2,389,676 (Foodgeist)
Ingredients80,000303,433 (Foodgeist)
Wine pairingsyes—
Verification methodologynone publishedpublished, multi-model with adversarial gate (Foodgeist)
Update cadenceperiodic batch
Foodgeist, Full Stat Sheet
Total entities2,709,103
Techniques9,151
Recipes2,389,676
Ingredients303,433
Industrial processes6,843
Mechanistic food-science facts30,695
Research papers indexed225,693
Flavor compounds208,589
Food-compound links369,028
Molecular pairings
The Verdict
Foodgeist already leads the field on verification rigor, embedded trend layer, update cadence, and grounded conversational interface. Scale continues to grow daily — 68+ authoritative sources ingested continuously, every entity mapped to molecular evidence and source provenance.
continuous (hourly + every 15min for trends) (Foodgeist)
Live trend layernoembedded in graph, lifecycle-tracked (Foodgeist)
Their Weakness · Aggregator. No verification, no science depth, no trend layer.