The best AI agent sandboxes.
E2B ranks first for balanced agent sandboxes. It documents Linux access, commands, files, networking, and persistent state.
Daytona follows for broader runtime classes. Modal wins when flexible compute and GPUs matter.
Runloop specializes in software-engineering agents. Cloudflare fits paid Workers applications. Legba's cited skill documents browser isolation.
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.
SourcesE2B sandbox SDK referenceDaytona sandboxesModal platform introductionRunloop Devbox overviewCloudflare Sandbox SDK overview
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.
- 01
List agent capabilities.
Record commands, files, networking, services, browsers, and GPUs. Remove every unnecessary capability.
- 02
Choose the state model.
Select ephemeral runs, persistent workspaces, snapshots, or resume. Define deletion before creation.
- 03
Set hard resource limits.
Cap CPU, memory, storage, runtime, and concurrency. Treat model-controlled spending as risk.
- 04
Test boundary failures.
Exercise network denial, process failure, timeout, and cleanup. Verify evidence after every failure.
SourcesE2B sandbox SDK referenceDaytona persistenceModal sandbox resources and pricingCloudflare Sandbox SDK getting started
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.
| Factor | Best fit | Documented runtime | Important boundary |
|---|---|---|---|
| 1. E2B | General agent applications needing familiar Linux environments and simple SDKs. | Isolated sandboxes expose commands, files, and networking. Pause, resume, templates, and snapshots manage state. | Paused state persists until deletion. Cleanup remains a buyer responsibility. |
| 2. Daytona | Stateful coding agents needing persistent development computers and lifecycle depth. | Containers, Linux VMs, Windows, GPUs, snapshots, pause, resume, and files. | Containers lose memory when stopped. VMs preserve memory when paused. GPU instances are deleted when stopped. |
| 3. Modal | Compute-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. Runloop | Software-engineering agents needing repository workstations and resumable state. | Devboxes provide virtual machines, blueprints, snapshots, suspend, resume, and browsers. | Suspend and resume require the Pro plan. |
| 5. Cloudflare Sandbox SDK | Workers teams embedding code execution near existing Cloudflare applications. | Containers expose commands, files, processes, services, and Durable Object coordination. | Workers Paid plan access is required. Version selection still needs careful review. |
Ranked for documented agent sandbox fit on September 3, 2026.
SourcesE2B sandbox SDK referenceE2B billing and limitsE2B sandbox persistenceDaytona sandboxesDaytona persistenceDaytona billingModal platform introductionModal sandbox resources and pricingModal sandbox snapshotsRunloop Devbox overviewRunloop Devbox lifecycleRunloop pricingCloudflare Sandbox SDK overviewCloudflare Sandbox SDK getting startedCloudflare Sandbox SDK pricing
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 now documents pause and resume. Default pausing preserves filesystem state, memory, and processes. Paused sandboxes stop compute billing. They require explicit deletion later.
Daytona presents a broader computer model. Containers cover normal code execution. VM classes add dedicated operating systems. GPU sandboxes cover accelerated workloads.
Daytona lifecycle depends on runtime class. Container stop retains files, not memory. VM pause preserves files and memory. GPU stop deletes that sandbox.
Choose E2B for balanced persistence. Choose Daytona for broader runtime classes. Verify 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.
SourcesE2B sandbox SDK referenceE2B billing and limitsE2B sandbox persistenceDaytona sandboxesDaytona persistenceDaytona billing
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.
Modal supports filesystem snapshots across fresh sandboxes. Memory snapshots remain an alpha feature. Their retention rules differ. Python remains its primary application language.
Runloop focuses on software-engineering agents. Devboxes act like virtual developer workstations. Blueprints define reusable environments. Suspend and resume preserve disk state.
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.
SourcesModal platform introductionModal sandbox resources and pricingModal sandbox snapshotsRunloop Devbox overviewRunloop Devbox lifecycleRunloop pricingCloudflare Sandbox SDK overviewCloudflare Sandbox SDK getting started
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.
| Factor | Strong documented choices | Required controls | Common mistake |
|---|---|---|---|
| General code execution | E2B, 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 workspace | E2B, Daytona, and Runloop publish state lifecycle controls. | Snapshot retention, repository access, secret scope, and deletion policy. | Keeping every workspace alive indefinitely after task completion. |
| GPU-backed execution | Modal 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 agent | Runloop and Daytona emphasize development environment workflows. | Repository permissions, branch isolation, package sources, and review gates. | Treating generated patches as trusted production changes. |
| Workers application | Cloudflare 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 task | Legba 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.
SourcesE2B sandbox SDK referenceDaytona sandboxesModal platform introductionCloudflare Sandbox SDK overviewE2B sandbox persistenceDaytona persistenceRunloop Devbox overviewRunloop Devbox lifecycleModal sandbox resources and pricingCloudflare Sandbox SDK getting startedLegba agent skill
Sandbox pricing follows resource behavior.
E2B bills running CPU and RAM by second. Paused sandboxes stop compute billing. Included disk depends on the plan.
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 sandboxes face preemption.
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 requires Workers Paid. Container usage adds separate charges. Durable Objects add related charges. Model one complete application stack.
SourcesE2B billing and limitsDaytona billingModal sandbox resources and pricingRunloop pricingCloudflare Sandbox SDK overviewCloudflare Sandbox SDK pricing
Legba's cited skill covers browser isolation.
Legba publishes a ready browser skill. Its cited page documents routing and isolation. The agent stack owns permissions and logs.
That cited page omits general sandbox controls. It documents no shell or filesystem contract. Therefore, this ranking excludes Legba.
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 broader runtime classes. Modal wins flexible compute. Your risk model decides.
SourcesLegba agent skillE2B sandbox SDK referenceDaytona sandboxesModal platform introduction
FAQs.
What is an AI agent sandbox?
Which agent sandbox ranks first?
Which sandbox fits coding agents?
Which sandbox supports GPU workloads?
Does Cloudflare offer agent sandboxes?
Is Legba a code sandbox?
How should sandboxes be evaluated?
References
- 01Legba agent skillLegba
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- 05Daytona sandboxesDaytona
- 06Daytona persistenceDaytona
- 07Daytona billingDaytona
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- 09
- 10
- 11Runloop Devbox overviewRunloop
- 12Runloop Devbox lifecycleRunloop
- 13Runloop pricingRunloop
- 14Cloudflare Sandbox SDK overviewCloudflare
- 15Cloudflare Sandbox SDK getting startedCloudflare
- 16Cloudflare Sandbox SDK pricingCloudflare