Source Hierarchy
- Primary filings: SEC reports, annual reports, prospectuses and investor releases.
- Company sources: product pages, technical blogs, press releases and leadership pages.
- Cloud documentation: SKU pages, architecture notes, instance docs and developer guides.
- Reputable reporting: trade publications, financial press and named analyst research.
- Market interpretation: clearly labelled analysis based on the evidence above.
Profile Fields
- Company name, headquarters, founding year and leadership.
- Chip family, product generation, deployment model and target workloads.
- Funding rounds, known investors, valuation where disclosed and public revenue where available.
- Customer evidence, cloud availability, benchmarks, software support and production status.
- Risks, open questions and changes since the last review.
How We Treat Private Companies
Most inference chip startups do not disclose revenue, margins or shipment volumes. When that is the case, the entry is marked “undisclosed.” Funding and valuation figures are used only when stated by the company, investors, filings or credible named reports.
How We Treat Benchmarks
AI inference benchmarks are only meaningful when model, precision, batch size, context length, output length, latency target and serving stack are known. Marketing claims without these conditions are treated as directional, not definitive.
Correction Policy
If a company, investor, founder, customer or reader finds an error, send the disputed line, preferred correction and supporting source to hello@inferencechips.com. Material corrections are dated and reflected on the relevant page.
Editorial Independence
Company profile coverage, source inclusion and technical explanations are editorial decisions. Any paid placement, sponsorship or commercial relationship will be labelled clearly.