Public research
Print Hive public operations snapshot
A narrow, transparent view of the aggregate operating statistics Print Hive can publish today. These values are observations from the product data source, not a customer outcome study or an industry benchmark.
As of September 7, 2026 at 8:36 PM UTC · By Print Hive Ops
Observed aggregate metrics
Finished print attempts
20,991
Started print jobs with a completed or failed outcome.
Completed print records
18,375
Jobs marked completed that have both start and completion timestamps.
Failed print records
2,616
Started print jobs whose outcome is marked failed or error.
Methodology
- The page requests one server-side aggregate snapshot:
public_print_stats. - The population contains started jobs with a completed or failed outcome. Failed outcomes include both FAILED and ERROR statuses. Cancelled jobs, active jobs, and jobs that never started are excluded.
- A snapshot is displayed only when the call succeeds, all values are non-negative integers, and total outcomes equal completed plus failed outcomes.
- The page records the render timestamp in UTC. It does not extrapolate, forecast, or convert the counts into a failure rate.
Privacy boundary
Only aggregate values are rendered. This page does not expose an organization, customer, printer, job, model file, operator, or camera frame. No named customer claim can be inferred from these totals.
Limitations
- These aggregates describe records available to Print Hive; they are not representative of all 3D print farms.
- The figures describe recorded job outcomes, not whether Print Hive detected, prevented, or recovered a failure.
- The page does not currently segment by printer model, material, farm size, job duration, or time period.
- Historical definitions may evolve. Material changes will be reflected in this methodology and its modified date.
How to cite this page
Cite the page title, Print Hive Ops, the visible UTC timestamp, and the canonical page URL. Quote the metric labels as written; do not describe them as an industry benchmark or a customer success result.