Benchmark details
ClusterThroughput
StatusData-gated
Gateverified throughput records from L4+ providers
Current records0
Benchmark · Throughput
Document understanding throughput benchmarks, 2026
Documents-per-day throughput ranges across verified production deployments, by document class and stack.
Gate status
This benchmark is not yet published.
Awaiting: verified throughput records from L4+ providers.
Throughput figures are sourced from L4 AI-analyzed project submissions, which include machine-readable scale metadata. The sample needs to be large enough to segment by document class and stack before publication is meaningful.
Why we gate instead of publishing early
A benchmark with an insufficient sample produces misleading medians and ranges. Publishing early would mean fabricating confidence that the data does not support. This page exists so you can see what's coming, not so we can pretend the data already exists.
Once the index accumulates enough verified throughput records from L4+ providers, this page will publish real numbers with a methodology version and a record-count disclosure.
When it publishes
No fixed date, this benchmark publishes when the underlying record pool is sufficient for honest medians and inter-quartile ranges. Providers who submit verified throughput records from L4+ providers through the Trustgent intake process build the pool.