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 skill covers browser sessions, not code execution.
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 overviewSandboxes on Cloudflare
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 pricingSandboxes on Cloudflare
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 and Windows VMs, macOS, 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 Sandboxes | Workers teams running untrusted code beside existing Cloudflare applications. | Containers run Linux in microVMs. Dynamic Workers run generated JavaScript, Python, or WebAssembly. | Workers Paid is required. Container scheduling remains in public beta. |
Ranked for documented agent sandbox fit on October 30, 2026.
SourcesE2B sandbox SDK referenceE2B billing and limitsE2B sandbox persistenceDaytona sandboxesDaytona persistenceDaytona billingModal platform introductionModal sandbox resources and pricingModal sandbox snapshotsRunloop Devbox overviewRunloop pricingSandboxes on CloudflareCloudflare Containers 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 also offers macOS sandboxes for desktop automation.
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. Filesystem snapshots expire after 30 days by default. Memory snapshots remain an alpha feature. They expire after 7 days. 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 keep work without compute charges.
Cloudflare Sandboxes fit Workers applications. Containers run Linux images in microVMs. Dynamic Workers run code against methods you pass. Your Worker keeps credentials and network policy.
Sandbox SDK 0.x now serves existing applications. New projects start from the current Sandboxes docs. Container scheduling remains in public beta.
- Choose Modal for compute flexibility.
- Choose Runloop for coding-agent workstations.
- Choose Cloudflare for Workers integration.
- Check beta status before adoption.
- Treat specialization as an advantage.
SourcesModal platform introductionModal sandbox resources and pricingModal sandbox snapshotsRunloop Devbox overviewRunloop pricingSandboxes on CloudflareCloudflare sandbox security
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 runs Containers and Dynamic Workers behind Workers. | Image, sandbox naming, credentials, and outbound handlers. | Following Sandbox SDK 0.x guides on new projects. |
| Isolated browser task | Legba documents routing and isolated browser sessions through a skill. | Browser task scope, session cleanup, compatibility, and human handoff. | Calling a browser session a general code sandbox. |
This matrix maps documented product fit, not tested security strength.
SourcesE2B sandbox SDK referenceDaytona sandboxesModal platform introductionSandboxes on CloudflareE2B sandbox persistenceDaytona persistenceRunloop Devbox overviewRunloop pricingModal sandbox resources and pricingCloudflare sandbox securityLegba published skill and session contract
Keep credentials outside the sandbox.
Isolation separates a sandbox from other workloads. It does not limit code inside that sandbox. That code can read files, variables, and arguments. Cloudflare's sandbox security guide states this directly.
Several vendors keep credentials outside instead. E2B secrets inject values at its egress proxy. Runloop gateways keep real credentials off devboxes. Cloudflare Workers add tokens after requests leave.
Every allowed destination is also an exit. Allow only hosts the task needs. Treat sandbox output like untrusted input.
SourcesCloudflare sandbox securityE2B secrets overviewRunloop Devbox overview
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 Containers need the $5 Workers Paid plan. Running time bills in 10-millisecond increments. Memory and disk follow the provisioned instance. Workers and Durable Objects bill separately.
SourcesE2B billing and limitsDaytona billingModal sandbox resources and pricingRunloop pricingCloudflare Containers pricing
Legba's published skill covers browser isolation.
Legba publishes a browser skill and hosted MCP tools. It documents routing and isolated browser sessions. A person can take over through handoff.
The published skill 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 fits that browser boundary.
E2B ranks first for balanced general use. Daytona follows for broader runtime classes. Modal wins flexible compute. Your risk model decides.
SourcesLegba published skill and session contractE2B sandbox SDK referenceDaytona sandboxesModal platform introduction
FAQs.
What is an AI agent sandbox?
Why does an AI agent need a 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
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- 06Daytona sandboxesDaytona
- 07Daytona persistenceDaytona
- 08Daytona billingDaytona
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- 12Runloop Devbox overviewRunloop
- 13Runloop pricingRunloop
- 14Sandboxes on CloudflareCloudflare
- 15Cloudflare sandbox securityCloudflare
- 16Cloudflare Containers pricingCloudflare