# How SambaNova uses Daytona

**200 hours**: “200 hours saved per week on sandbox infrastructure maintenance”

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

- Company: [SambaNova](https://www.usedby.ai/companies/sambanova.md)
- Tool: [Daytona](https://www.usedby.ai/tools/daytona.md)
- Industry: [Semiconductors & Hardware](https://www.usedby.ai/companies/industry/semiconductors-hardware.md)
- Teams: Artificial Intelligence, Engineering, Infrastructure

## The use case: how SambaNova deploys Daytona

SambaNova uses Daytona's managed runtime to provision secure, isolated sandboxes for executing code generated by its agentic AI platform, replacing self-managed Docker infrastructure. The sandboxes support deep research, artifact creation, and model benchmarking workflows.

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

> With Daytona, SambaNova eliminated the overhead of maintaining compliance on self-managed Docker infrastructure. Daytona’s managed runtime enforces security and privacy at every layer, with encrypted isolation, granular access controls, and zero shared compute between tenants.

- **6 months**: “6 months of engineering time saved partnering with Daytona”
- **\<100 millisecond**: “\<100 millisecond sandbox provision times”

> With Daytona, we now have a solution that moves at the speed of our inference.
>
> Kwasi Ankomah, Lead AI Architect at SambaNova

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

> One thing that Daytona does incredibly well is its sandbox provisioning times. When you're provisioning tens of thousands of sandboxes, those milliseconds add up, and no other solution we tested could match their speed.
>
> Abhi Ingle, CHIEF PRODUCT & STRATEGY OFFICER AT SAMBANOVA

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

## Other AI tools used by SambaNova

- [Weights & Biases](https://www.usedby.ai/tools/weights-and-biases.md) — Confirmed

## 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 200 hours is printed word for word on the page, near the name of SambaNova.
- Checked: the passage quoted above is copied word for word from the page, near the name of SambaNova.
- Checked: SambaNova 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/sambanova-daytona · How we check: https://www.usedby.ai/methodology