Findchips

Findchips (a Supplyframe company) — Part-level global distributor stock, price and lead-time panel mapped to commodity-level scarcity signals: per-MPN authorized and independent distributor coverage with quoted lead times, stock quantities and cross-channel price dispersion, joined to Commodity IQ directional commodity signals — published here as a shortage brief giving DDR3L 4Gb x16 at 39-week authorized lead times, zero authorized stock on specific DDR4 grades with independent-channel prices spread $36–$75, and named pin/protocol-compatible second sources. Established mid-size data business…

Findchips offers (Alternative, Price, Supply Chain, Reference) — Very large: a continuously refreshed index spanning millions of MPNs across tens of authorized and independent distributors, each MPN yielding a time series of price, stock and lead-time observations; the brief itself uses only a handful of parts, but the underlying coverage behind its search endpoints is the whole catalog, and the referenced sourcing-trends and top-movers feeds are refreshed multiples per week.

BOM risk scoring and second-source qualification at scale, component shortage nowcasting ahead of distributor allocation letters, end-of-life and legacy-node obsolescence tracking (DDR3L/DDR4 exit as capacity shifts to HBM and DDR5), independent-channel price-spread and counterfeit-risk monitoring, and design-in guidance modeling — the equivalence labels are effectively a trained component-substitution graph

Coverage spans US, APAC; Electronic Components; alternative, price, supply_chain, reference; equities.