Is $150 million–$1.25 billion a verified market size?
No: it is the arithmetic of unverified buyer-count and spend assumptions in the supplied context. Broader AI Index figures measure different categories and cannot validate that range.
Do the listed training prices mean a pilot costs only a few dollars?
No: the prices meter a training service, not data work, engineering, evaluation or operation. Keep the metered component separate from the project budget.
Is annualised run rate the same as annual revenue?
No: a run rate extrapolates a current revenue pace and is not a completed-year audited total. The Modal figure is identified as company-reported annualised run rate.
Does a large funding round make a supplier safe?
It is evidence of financing activity, not a guarantee of quality, security or continuity. The Baseten announcement should inform questions about capacity and roadmap, while contract and task diligence remain separate.
What number should finance monitor after deployment?
Track the complete cost per accepted task alongside critical quality, review and latency measures. Dated service prices provide inputs, but actual workload and operating evidence determine the business case.