# How Laude Institute uses Daytona

**37k**: “37k sandboxes created in one week with Daytona”

As published on [daytona.io](https://www.daytona.io/customers/laude). Captured by usedby on 2026-10-27.

- Company: [Laude Institute](https://www.usedby.ai/companies/laude-institute.md)
- Tool: [Daytona](https://www.usedby.ai/tools/daytona.md)
- Teams: Research and Development, Engineering and Operations

## The use case: how Laude Institute deploys Daytona

Laude Institute runs Terminal Bench, a benchmark of AI agents' terminal skills, and uses Daytona's managed runtime to provision thousands of isolated, parallel sandboxes on demand instead of a few local Docker containers. Research teams build task-specific environments from Dockerfiles and reuse snapshots to run agent and model experiments at scale.

Summary written by usedby from the source page, in English. The figures are those of Daytona and Laude Institute, not ours.

> With Daytona, Laude scaled Terminal Bench's infrastructure to match its rapid industry adoption. AI research teams worldwide now run thousands of parallel experiments simultaneously, validating their agents faster to accelerate breakthroughs and drive innovation across industries.

- **100x**: “100x experiment throughput compared to Docker”
- **30%**: “30% faster task completion with optimized cloud orchestration”

> Daytona enabled us to scale our AI evaluation framework from running 4-6 containers locally to thousands in parallel across the cloud. It completely transformed how we support AI labs benchmarking their agents.
>
> Alex Shaw, Founding Member of Technical Staff at Laude Institute

Source: [daytona.io](https://www.daytona.io/customers/laude), captured 2026-10-27.

## Other companies using Daytona

- [AfterQuery](https://www.usedby.ai/companies/afterquery.md) — Confirmed
- [Asteroid](https://www.usedby.ai/companies/asteroid.md) — Confirmed
- [BenchFlow](https://www.usedby.ai/companies/benchflow.md) — Confirmed
- [Capy](https://www.usedby.ai/companies/capy.md) — Confirmed
- [Handshake](https://www.usedby.ai/companies/handshake.md) — Confirmed
- [Martian](https://www.usedby.ai/companies/martian.md) — Confirmed

## What usedby checked

We compared the story with its live page on 2026-10-27.

- Checked: the figure 37k is printed word for word on the page, near the name of Laude Institute.
- Checked: the passage quoted above is copied word for word from the page, near the name of Laude Institute.
- Checked: Laude Institute uses Daytona. Confirmed line. Latest check across sources: 2026-10-27.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/laude-institute-daytona · How we check: https://www.usedby.ai/methodology