# How WolfBench uses Daytona

**32x**: “32x faster evaluations compared to sequential runs on a local machine”

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

- Company: [WolfBench](https://www.usedby.ai/companies/wolfbench.md)
- Tool: [Daytona](https://www.usedby.ai/tools/daytona.md)
- Teams: Research and Development

## The use case: how WolfBench deploys Daytona

WolfBench runs its agent consistency benchmark by provisioning isolated Daytona sandboxes in parallel, so each model-agent combination is tested across all its scenarios without sequential local runs. Sandboxes are torn down once performance data is captured.

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

> With Daytona, Wolfram provisioned sandboxes simultaneously, running all 89 WolfBench tests across proprietary and open-source model-agent combinations at scale. Each sandbox operated fully isolated, ensuring scores reflected actual agent performance.

- **89**: “WolfBench tests a total of 89 scenarios across frontier AI model-agent combinations.”

> Integrating Daytona was seamless. Once we selected a sandbox limit, we started provisioning isolated environments on demand. The platform worked flawlessly.
>
> Wolfram Ravenwolf, AI Evangelist at CoreWeave

Source: [daytona.io](https://www.daytona.io/customers/wolfbench), 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
- [Laude Institute](https://www.usedby.ai/companies/laude-institute.md) — Confirmed

## What usedby checked

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

- Checked: the figure 32x is printed word for word on the page, near the name of WolfBench.
- Checked: the passage quoted above is copied word for word from the page, near the name of WolfBench.
- Checked: WolfBench 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/wolfbench-daytona · How we check: https://www.usedby.ai/methodology