Verified AI builders by capability, 2026
Count of L2+ cross-referenced providers per capability. Computed live from the verified index.
36 capability categories · 3247 verified providers
Real counts from the live index, how many AI builders are verified in each capability category, where they are headquartered, and how deep the verification goes. No fabricated numbers, no placeholder ranges.
These benchmarks are computed directly from the live database. Every number is a real count, test accounts and unlisted entries excluded. Recomputed hourly.
Count of L2+ cross-referenced providers per capability. Computed live from the verified index.
36 capability categories · 3247 verified providers
Count of L2+ providers by headquarter country. Real geographic distribution of the verified index.
61 countries · 3247 verified providers
L0-L5 breakdown across the full index. Shows how verification depth is distributed today.
4920 providers · L0 through L5
These series require verified pricing, throughput, or outcome records that the index has not yet accumulated in sufficient volume. Each page is honest about the threshold, no fabricated numbers will be published before the sample is large enough.
Median fixed-bid pricing for RAG implementations by region, team size, and engagement model.
Awaiting: verified pricing records
Documents-per-day throughput ranges across verified production deployments, by document class and stack.
Awaiting: verified throughput records from L4+ providers
Median and inter-quartile range for verified outcome metrics across capabilities. From L5 outcome-verified records only.
Awaiting: L5 outcome-verified records
Composition benchmarks count only public, non-deleted, non-test provider rows. Test accounts (slugs prefixed e2e- or zz-) and unlisted entries are excluded. L2+ means cross-referenced or higher, independently corroborated beyond self-claim.
Every composition benchmark includes a record-count disclosure, a methodology version, and a computed-at date. Licensed for citation under the published terms.