⚡Stack Radar

Agent Sandboxes · Reviewed 24 Oct 2026

Daytona

Secure, elastic sandbox infrastructure for running AI-generated code.

free tier · daytona.io ↗

Paid against free › Agent Sandboxes › Daytona

Daytona at a glance
215.4KEstimated total trafficModeled monthly visits1.4KRanking keywordsPublic search sample88/100Technical health15 pages checked0Referring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Daytona is a secure, elastic infrastructure platform for running AI-generated code in isolated sandboxes S11. It is used by developers and AI agents to execute untrusted code safely, with fast provisioning and state persistence S11 S48. The platform provides programmatic control via SDKs and API, enabling integration into AI workflows and development stacks S11.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Daytona is a secure infrastructure platform for running AI-generated code S1.
  • Core purpose: It eliminates execution barriers for AI-generated code by providing a secure, fast runtime S1.
  • Intended users: Developers and AI systems that need to run code safely S1.
  • Product scope: It is a platform providing sandboxes, environments, and storage management S11.
  • Positioning: Daytona positions itself as the infrastructure layer for AI innovation S1.
  • Claimed distinction: It offers full composable computers with complete isolation and dedicated resources S11.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
AI agentsRun code and render charts, plots, and visual outputs S48.
Reinforcement learning teamsSimplify RL training and enable long-horizon planning in stateful environments S48.
DevelopersExecute AI-generated code with zero risk to infrastructure S48.
EnterprisesDeploy AI code in isolated, customer-managed compute in your cloud S48.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Sandbox provisioningSpins up isolated sandboxes in under 90ms, ready to run code S11.
Programmatic controlProvides SDKs, API, and CLI for creating and managing sandboxes S11.
Computer UseEnables programmatic control of desktop environments within sandboxes S18.
State persistenceSandboxes run indefinitely, supporting long-running tasks and persistent agents S48.
SecurityBuilt to run untrusted code with isolation and protected secrets S48.
Snapshot managementSave, restore, and resume agent workflows instantly S48.
Editor integrationOpen sandboxes in your editor with one click S48.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Python SDKSDKCreate and manage sandboxes programmatically S11.
TypeScript SDKSDKCreate and manage sandboxes programmatically S11.
Ruby SDKSDKCreate and manage sandboxes programmatically S11.
Go SDKSDKCreate and manage sandboxes programmatically S11.
Java SDKSDKCreate and manage sandboxes programmatically S11.
REST APIAPICreate sandboxes via HTTP requests S11.
CLICLICreate and execute code in sandboxes from the command line S11.
Computer Use APIAPIProgrammatically control desktop environments within sandboxes S18.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Compute$0.0504 per vCPU per hour, pay as you go S142Not establishedNot established
Memory$0.0162 per GiB per hour, pay as you go S142Not establishedNot established
Storage$0.000108 per GiB per hour, pay as you go S142First 5 GiB free S48Not established
Windows$0.0858 per vCPU per hour, pay as you go S142Not establishedNot established
GPU H100 on-demand$3.95 per hour, pay as you go S142Not establishedPreemptible $2.27 per hour S142
Free trialFree, no credit card required S142$200 in free compute S142Not established
Startup creditsFree, up to $50k in credits S142Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
en.wikipedia.org214daytona 24
youtube.com111daytona 24
github.com112daytona ai
imsa.com113daytona 24
northflank.com113daytona ai
bobswatches.com114daytona 24
encore.dev114daytona ai
caranddriver.com115daytona 24
ai.engineer115daytona ai

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

13

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.5%
MonthSource
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
pricingCopy for LLM View as Markdown Openhttps://www.daytona.io/docs/en/billing/
technicalRun AI Code.https://www.daytona.io/
technicalRunning Your AI-Generated Code.https://www.daytona.io/
technical](https://research.meta.ai/)https://www.daytona.io/
technical](https://sambanova.ai)https://www.daytona.io/
technical](https://bespokelabs.ai/)https://www.daytona.io/
technical](https://www.trajectory.ai/)https://www.daytona.io/
integrationsCopy for LLM View as Markdown Openhttps://www.daytona.io/docs/
integrationsDaytona is a secure and elastic infrastructure for running AI-generated code.https://www.daytona.io/docs/
integrationsSandboxes are the core component of the Daytona platform, spinning up in under 90ms from code to execution and running any code in Python, TypeScript, and JavaScript. Built on OCI/Docker compatibility, massive parallelization, and unlimited persistence, sandboxes deliver consistent, predictable environments for AI, agent and reinforcement learning workflows.https://www.daytona.io/docs/
integrationsDaytona is a secure and elastic infrastructure for running AI-generated code.https://www.daytona.io/docs/en.md
integrationsSandboxes are the core component of the Daytona platform, spinning up in under 90ms from code to execution and running any code in Python, TypeScript, and JavaScript. Built on OCI/Docker compatibility, massive parallelization, and unlimited persistence, sandboxes deliver consistent, predictable environments for AI, agent and reinforcement learning workflows.https://www.daytona.io/docs/en.md
integrations> Daytona is a secure and elastic infrastructure for running AI-generated code. It provides isolated sandboxes with dedicated compute, filesystem, and network resources for AI agent workflows via SDKs, API, and CLI.https://www.daytona.io/docs/llms.txt
integrationsAgents and developers interact with sandboxes programmatically using the Daytona SDKs, API, and CLI. Operations span sandbox lifecycle management, filesystem operations, process and code execution, and runtime configuration. Our stateful environment snapshots enable persistent agent operations across sessions, making Daytona the ideal foundation for AI agent architectures.https://www.daytona.io/docs/llms.txt

These are first-party product claims, not independent measurements of AI-search visibility.

14

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where en.wikipedia.org appears.2 first-page appearances across daytona 24

Website intelligence — Collected evidence

Website evidence gaps

  • features: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

15

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
Product HuntDaytona: Open-source dev env that makes you 2x more productive!Grounded web search5.0 ... • 17 reviews• ... 5.0 ... Based on 17 reviews ... Reviewers describe Daytona as a fast, reliable way to run sandboxed, stateful environments for AI agents with very little setup. Users highlight easy integration through Python and TypeScript SDKs, quick startup times, and fewer latency problems on responsive AI workloads. Founders from Asteroid, Notte, and Pazi similarly say it works well for secure agent sandboxes, uptime, and getting agents running quickly. Across the feedback, the mai
MakerStackDaytona Review 2026: 7.9/10, Pricing and VerdictGrounded web searchDaytona is a strong choice for AI teams that need fast, secure sandboxes for running ... and Docker-based isolation are trade-offs worth understanding, but the open-source model, generous free credits, and startup program lower the barrier to trying it.
DoolpaDaytona Review (2026) — Best AI Code Sandbox?Grounded web searchsandbox comparisons, Daytona consistently lands in the top three for agent workloads alongside ... the managed cloud is still single-region (us-east-1 / ... ), the default 15-minute auto-pause window is judged too long for cheap usage patterns
recatools.comDaytona Review: Secure AI Code Sandboxes — Practical Tools. Trusted Intelligence.Grounded web searchDaytona spins up isolated, stateful sandboxes — Docker-compatible, each with its own kernel — in under 90ms so AI agents can execute generated code safely. Usage-based cloud billing with $200 of free compute, SDKs in five

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • daytonaio/daytona — Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code ... - Stars: 71515 - Forks: 5640 - Watchers: 71515 - Open issues: 457 - Homepage: https://daytona.io - Default branch: main - Created: 2024-02-06T08:21:20Z - Status: ARCHIVED ## Topics ... > !IMPORTANT > This repository is no longer maintained. > > As of June 2026, Daytona's core development has moved to a private codebase. This repository will receive no further updates, fixes, or releases. > It remains public an
  • Show HN: Daytona – Open-source dev env manager from a 15-year journey — Daytona is an open source, single-binary Development Environment Manager that lets you set up your development environment anywhere – local, remote, cloud – with a single command: ‘daytona create.’ It's free, flexible, and ready to use.
  • Daytona - Secure Infrastructure for Running AI-Generated Code — ### Fast, Scalable, Stateful Infrastructure for AI Agents. Lightning-Fast Infrastructure for AI Development Sub 90ms sandbox creation from code to execution. ... Separated & Isolated Runtime Protection Execute AI-generated code with zero risk to your
  • Daytona — Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code. ... Login: daytona - Location: United States of America - Blog: https://www.daytona.io - Email: support@daytona.io - Public repos: 32 - Followers:
  • Daytona — - Smaller ecosystem — Less adoption than E2B; fewer integrations and community resources ... constrained amid demand; regional availability is still expanding - Networking constraints — Some reports of

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

16

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipCEO & Founder of LangChainsource
Contact and support14 \-\- How to Contact Ussource
Legal and privacyMeets HIPAA, SOC 2, and GDPR Standards Out of the Box.source
Security and complianceMeets HIPAA, SOC 2, and GDPR Standards Out of the Box.source
Uptime and status page15 \-\- Security Incidentsource

Every trust signal above is backed by a collected page or a registration record.

17

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Documentation · DaytonaDocumentationStart managing your Sandboxes with Daytona. (source)Not dated
Computer Use / DaytonaDocumentationProgrammatic control of desktop environments within Daytona sandboxes. (source)Not dated
Changelogs · DaytonaChangelogKeep up with Daytona’s newest updates and features for enhanced management of your development environments. (source)Not dated
Computer Use / DaytonaRelease notesPublic product change history. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

18

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Cloud-based platform with sandboxes running on customer-managed compute S48.S48
Platforms and appsSupports Linux and Windows for Computer Use S18.S18
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides SDKs, API, and CLI for programmatic interaction S11.S11
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsSandboxes spin up in under 90ms S11.S11
Release activityChangelog documents recent SDK updates S161.S161
19

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
First archived2021-08-02 — web archive
TLS certificateAmazon, valid, expires 2027-01-13
Security headersHSTS, X-Content-Type-Options
Headers not servedCSP, X-Frame-Options, Referrer-Policy
Server headernginx/1.29.0
Mail handled bysmtp.google.com
Nameserversns-1185.awsdns-20.org, ns-1961.awsdns-53.co.uk

Not measurable: rdap: no RDAP server published for .io. A gap here means the lookup was unavailable, not that the finding is negative.

20

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 88/100
  • Critical issues: 0
  • Warnings: 32
  • Notices: 12

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed44https://www.daytona.io/
warningPage should have one primary H13https://www.daytona.io/
noticeImages are missing alt text238https://www.daytona.io/
noticeMeta description length should be reviewed43https://www.daytona.io/docs/
warningPage should have one primary H14https://www.daytona.io/customers
noticeImages are missing alt text26https://www.daytona.io/customers
noticeImages are missing alt text9https://www.daytona.io/pricing
warningPage should have one primary H10https://www.daytona.io/startups
noticeImages are missing alt text9https://www.daytona.io/startups
noticeImages are missing alt text10https://www.daytona.io/contact
warningPage should have one primary H14https://www.daytona.io/about
noticeImages are missing alt text35https://www.daytona.io/about
noticeImages are missing alt text57https://www.daytona.io/careers
warningPage should have one primary H14https://www.daytona.io/brand
noticeImages are missing alt text17https://www.daytona.io/brand
warningPage should have one primary H14https://www.daytona.io/press
noticeImages are missing alt text16https://www.daytona.io/press
warningPage should have one primary H14https://www.daytona.io/partner
noticeImages are missing alt text9https://www.daytona.io/partner
warningDuplicate title in audit sample10https://www.daytona.io/
warningDuplicate title in audit sample10https://www.daytona.io/customers
warningDuplicate title in audit sample10https://www.daytona.io/pricing
warningDuplicate title in audit sample10https://www.daytona.io/startups
warningDuplicate title in audit sample10https://www.daytona.io/contact
warningDuplicate title in audit sample10https://www.daytona.io/about
warningDuplicate title in audit sample10https://www.daytona.io/careers
warningDuplicate title in audit sample10https://www.daytona.io/brand
warningDuplicate title in audit sample10https://www.daytona.io/press
warningDuplicate title in audit sample10https://www.daytona.io/partner
warningDuplicate title in audit sample3https://www.daytona.io/docs/en/computer-use/
warningDuplicate title in audit sample3https://www.daytona.io/docs/en/computer-use/
warningDuplicate title in audit sample3https://www.daytona.io/docs/en/computer-use/
warningDuplicate meta description in audit sample9https://www.daytona.io/customers
warningDuplicate meta description in audit sample9https://www.daytona.io/pricing
warningDuplicate meta description in audit sample9https://www.daytona.io/startups
warningDuplicate meta description in audit sample9https://www.daytona.io/contact
warningDuplicate meta description in audit sample9https://www.daytona.io/about
warningDuplicate meta description in audit sample9https://www.daytona.io/careers
warningDuplicate meta description in audit sample9https://www.daytona.io/brand
warningDuplicate meta description in audit sample9https://www.daytona.io/press
warningDuplicate meta description in audit sample9https://www.daytona.io/partner
warningDuplicate meta description in audit sample3https://www.daytona.io/docs/en/computer-use/
warningDuplicate meta description in audit sample3https://www.daytona.io/docs/en/computer-use/
warningDuplicate meta description in audit sample3https://www.daytona.io/docs/en/computer-use/

Crawled pages

StatusTitleH1sWordsResponseURL
200Daytona - Secure Infrastructure for Running AI-Generated Code3662494 mshttps://www.daytona.io/
200Documentation · Daytona1109714 mshttps://www.daytona.io/docs/
200Daytona - Secure Infrastructure for Running AI-Generated Code454034 mshttps://www.daytona.io/customers
200Daytona - Secure Infrastructure for Running AI-Generated Code176440 mshttps://www.daytona.io/pricing
200Daytona - Secure Infrastructure for Running AI-Generated Code01021300 mshttps://www.daytona.io/startups
200Dotfiles Insider · Daytona1506445 mshttps://www.daytona.io/dotfiles
200Daytona - Secure Infrastructure for Running AI-Generated Code1293297 mshttps://www.daytona.io/contact
200Computer Use \Daytona11106918 ms
200Computer Use \Daytona11106919 ms
200Computer Use \Daytona11106921 ms
200Daytona - Secure Infrastructure for Running AI-Generated Code410859 mshttps://www.daytona.io/about
200Daytona - Secure Infrastructure for Running AI-Generated Code11014306 mshttps://www.daytona.io/careers
200Daytona - Secure Infrastructure for Running AI-Generated Code4437157 mshttps://www.daytona.io/brand
200Daytona - Secure Infrastructure for Running AI-Generated Code41244215 mshttps://www.daytona.io/press
200Daytona - Secure Infrastructure for Running AI-Generated Code4666205 mshttps://www.daytona.io/partner

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

21

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct66.6%
search22.4%
search organic22.4%
search paid0.0%
social4.8%
social organic4.8%
social paid0.0%
referrals3.2%
paid referrals0.2%
mail1.2%
gen ai1.5%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

22

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention any competitors by name. Evidence gaps include lack of detailed pricing for enterprise plans, no explicit uptime or status page information, and no independent review ratings. Open questions remain about data export capabilities and specific security certifications beyond claims.

23

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 12 collected pages from daytona.io, including the homepage, about, pricing, documentation, changelog, and customer case studies. Static and browser rendering providers were used; deep page fetch was disabled. External proof search was enabled but no verification requests were made. Limitations include incomplete coverage of all pages and potential recency of pricing data.

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