Skip to main content
Agent sandbox ranking

The best AI agent sandboxes.

E2B ranks first for balanced agent sandboxes. It documents Linux access, commands, files, internet access, and templates.

Daytona follows for persistent development environments. Modal wins when flexible compute and GPUs matter.

Runloop specializes in software-engineering agents. Cloudflare fits Workers applications. Legba is browser isolation, not general code execution.

Published byLegbaReviewed byAakash HarishSecurity Research Contributor, LegbaReviewed 2026-08-28 · Updated 2026-08-28

The short version

A sandbox limits consequences. It does not remove them.

Define the sandbox before ranking vendors.

An agent sandbox runs untrusted code separately. It usually exposes commands and files. Many products also expose network controls. Some preserve state across sessions.

A development sandbox behaves like a computer. A function sandbox behaves like isolated execution. A browser session isolates web interaction. These categories overlap only partly.

Your model remains outside some sandboxes. The agent loop may run elsewhere. That split affects secrets and networking. It also affects observability.

Start with the dangerous capability. Code execution needs process containment. Browser interaction needs browser isolation. Desktop control needs another boundary. Do not merge these silently.

SourcesE2BDaytonaModalRunloopCloudflare

How the sandboxes were ranked.

General agent execution established eligibility. Each vendor needed command and file controls. Clear isolation documentation supported buyer confidence. Lifecycle controls shaped production usefulness.

Persistence received separate review. Resource configuration mattered for expensive workloads. Deployment fit mattered for existing cloud stacks. Pricing clarity completed the ranking.

Published speed claims received no ranking credit. Published scale claims established available product paths only. We did not infer security from marketing. Independent testing remains necessary.

  1. 01

    List agent capabilities.

    Record commands, files, networking, services, browsers, and GPUs. Remove every unnecessary capability.

  2. 02

    Choose the state model.

    Select ephemeral runs, persistent workspaces, snapshots, or resume. Define deletion before creation.

  3. 03

    Set hard resource limits.

    Cap CPU, memory, storage, runtime, and concurrency. Treat model-controlled spending as risk.

  4. 04

    Test boundary failures.

    Exercise network denial, process failure, timeout, and cleanup. Verify evidence after every failure.

SourcesE2BDaytonaModalCloudflare

The ranked agent sandbox shortlist.

The ranking favors broad agent execution. Specialist workloads may change the order. Each entry includes one honest limitation. Read it before evaluating price.

Vendor documentation establishes product shape. It does not prove containment strength. Security review must follow architecture review.

Ranked for documented agent sandbox fit on August 28, 2026.
FactorBest fitDocumented runtimeImportant boundary
1. E2BGeneral agent applications needing familiar Linux environments and simple SDKs.Isolated cloud sandboxes expose commands, files, terminals, internet, and templates.Longer sessions and greater concurrency require paid plan review.
2. DaytonaStateful coding agents needing persistent development computers and lifecycle depth.Containers, Linux VMs, Windows, GPUs, snapshots, pause, resume, and files.Runtime class changes persistence, features, quotas, and regional availability.
3. ModalCompute-heavy agents needing flexible resources, parallelism, or GPU access.Serverless sandboxes support configurable CPU, memory, images, and GPUs.Resource requests and actual usage both influence billing.
4. RunloopSoftware-engineering agents needing repository workstations and resumable state.Devboxes provide virtual machines, blueprints, snapshots, suspend, resume, and browsers.Several production lifecycle features require the paid subscription.
5. Cloudflare Sandbox SDKWorkers teams embedding code execution near existing Cloudflare applications.Containers expose commands, files, processes, services, and Durable Object coordination.Current stable and upcoming preview APIs require careful version selection.

Ranked for documented agent sandbox fit on August 28, 2026.

SourcesE2BE2BE2BDaytonaDaytonaDaytonaModalModalModalRunloopRunloopCloudflareCloudflareCloudflare

E2B and Daytona lead general workloads.

E2B offers a compact developer entry point. Its SDK creates an isolated cloud environment. Agents can run commands and manage files. Internet access is also documented.

E2B templates customize the starting environment. Paid plans extend session duration. They also raise standard concurrency. Usage billing runs by sandbox seconds.

Daytona presents a broader computer model. Containers cover normal code execution. VM classes add dedicated operating systems. GPU sandboxes cover accelerated workloads.

Daytona also emphasizes persistent state. Stopped sandboxes retain files by default. VM pause and resume preserve memory. Snapshots create reusable starting points.

Choose E2B for a simple general baseline. Choose Daytona for deeper workspace lifecycle. Verify resource class differences before committing.

  • E2B offers concise SDK primitives.
  • Daytona offers broader runtime classes.
  • Both expose commands and files.
  • Both publish usage-based pricing.
  • Both require explicit cleanup policies.

SourcesE2BE2BE2BDaytonaDaytonaDaytona

Modal, Runloop, and Cloudflare specialize.

Modal places sandboxes inside broader compute infrastructure. Builders configure CPU and memory. GPU-backed sandboxes support accelerated tasks. Billing follows requested or actual resources.

This fit suits variable compute workloads. It also suits large parallel execution. Modal offers several client languages. Python remains its primary application language.

Runloop focuses on software-engineering agents. Devboxes act like virtual developer workstations. Blueprints define reusable environments. Snapshots and resume support longer workflows.

Cloudflare Sandbox SDK fits Workers applications. Durable Objects identify sandbox instances. Containers run commands and manage files. Services can be exposed through controlled URLs.

Cloudflare currently has two API tracks. Stable supports existing deployments. The preview targets the upcoming major release. New projects need deliberate version selection.

  • Choose Modal for compute flexibility.
  • Choose Runloop for coding-agent workstations.
  • Choose Cloudflare for Workers integration.
  • Check preview status before adoption.
  • Treat specialization as an advantage.

SourcesModalModalModalRunloopRunloopCloudflareCloudflare

Match sandbox scope to agent risk.

The broadest sandbox is rarely automatically best. Extra capabilities create extra review work. Persistent state also creates retention duties. Network access changes the threat model.

Use the matrix before vendor trials. Choose one primary workload. Add secondary capabilities only when required. Keep the final boundary explainable.

This matrix maps documented product fit, not tested security strength.
FactorStrong documented choicesRequired controlsCommon mistake
General code executionE2B, Daytona, Modal, and Cloudflare expose commands and files.Process limits, network policy, timeouts, cleanup, and audit evidence.Granting unrestricted network access without task requirements.
Persistent coding workspaceDaytona and Runloop publish deep state lifecycle controls.Snapshot retention, repository access, secret scope, and deletion policy.Keeping every workspace alive indefinitely after task completion.
GPU-backed executionModal and Daytona publish GPU sandbox paths.GPU quotas, preemption behavior, spending caps, and artifact persistence.Assuming CPU sandbox behavior transfers unchanged to GPUs.
Software-engineering agentRunloop and Daytona emphasize development environment workflows.Repository permissions, branch isolation, package sources, and review gates.Treating generated patches as trusted production changes.
Workers applicationCloudflare integrates sandboxes with Workers and Durable Objects.Package version, container image, instance identity, and deployment rollout.Mixing stable and preview release lines accidentally.
Isolated browser taskLegba documents routing and isolated browser sessions through a skill.Browser task scope, session cleanup, compatibility, and human confirmation.Calling a browser session a general code sandbox.

This matrix maps documented product fit, not tested security strength.

SourcesE2BDaytonaModalCloudflareDaytonaRunloopModalCloudflareLegba

Sandbox pricing follows resource behavior.

E2B charges each running sandbox by second. CPU, memory, and storage have separate rates. Paid subscriptions change standard session and concurrency limits.

Daytona charges reserved sandbox resources. Billing tracks CPU, memory, and disk usage. Lifecycle state affects which resources remain charged. The dashboard exposes per-sandbox usage.

Modal bills by second. Charges use requested or actual resource usage. The higher value wins. GPU pricing follows selected hardware.

Runloop charges subscription and usage separately. CPU, memory, builds, and storage use distinct meters. Suspended devboxes stop compute charges. Storage charges continue.

Cloudflare Sandbox SDK inherits container pricing. Workers and Durable Objects add related charges. Optional logs add another meter. Model one complete application stack.

SourcesE2BDaytonaModalRunloopCloudflare

Legba is a browser specialist, not sandbox infrastructure.

Legba publishes a ready agent skill. It provides routing and isolated browser sessions. Sessions stay scoped per task. They run on Legba infrastructure.

Legba does not publish general code execution. It also publishes no shell environment. File-system controls remain undocumented. Therefore, Legba cannot rank here.

Some architectures still need both boundaries. A code sandbox runs agent tools. A browser service handles web interaction. Legba may serve the browser boundary.

E2B ranks first for balanced general use. Daytona follows for persistent workspace depth. Modal wins flexible compute. Your risk model decides the final choice.

SourcesLegbaE2BDaytonaModal

FAQs.

References

  1. 01
  2. 02
  3. 03
  4. 04
  5. 05
  6. 06
  7. 07
  8. 08
  9. 09
  10. 10
  11. 11
  12. 12
  13. 13
  14. 14
  15. 15

Keep exploring