The use case: how BenchFlow deploys Daytona
BenchFlow runs its agent skill benchmark evaluations inside isolated, stateful Daytona sandboxes, provisioning them in parallel for internal research, hackathons and competitions. Daytona replaced its self-hosted Docker-on-Kubernetes sandbox infrastructure and handles the sandbox lifecycle and teardown.
More reported results
Figures published in Daytona’s case study. They are not independently measured by usedby.
~3x reduction in monthly sandbox infrastructure costs
In the customer’s words
A single benchmark run can generate up to 15,000 independent experiments across models and tasks. That scale is only possible if you can provision thousands of isolated sandboxes at once. Daytona makes that straightforward.Other companies using Daytona
Customers across industries, with public evidence.
AfterQueryConfirmed
AsteroidConfirmed
CapyConfirmed
HandshakeConfirmed
Laude InstituteConfirmed
MartianConfirmedGo straight to the source
Based on Daytona’s published case study. We check the public evidence; the results are reported by the vendor.
daytona.io- Last checked
- Oct 27, 2026
Open source capture What the story claims, and what we checked
What we compared with the page.
- The figure: 15kChecked
The figure is on the page; its label is our wording.
- The passage quoted aboveChecked
Copied word for word from the page, near the name of BenchFlow.
- BenchFlow uses DaytonaChecked
Confirmed line.
- The result itselfNot checked
We quote it; we did not measure it.
With Daytona, BenchFlow can run thousands of concurrent experiments in isolated, stateful sandboxes while preserving the reproducibility that benchmark runs depend on.