# CodeSandbox AI visibility in AI Code Sandboxes & Agent Runtimes

Canonical: https://devtune.ai/verticals/ai-code-sandboxes-agent-runtimes/codesandbox

[Website](https://codesandbox.io/)

Latest AI responses: 2026-05-23 – 2026-10-24 (Grok Search through 2026-05-23)
Prompts: 25
Runs: 6


## Platforms

- google-ai
- chatgpt-search
- perplexity
- google-ai-mode
- bing-copilot-search
- xai-search

Rank: 7
Total brands: 10
Measured responses: 150
Presence percent: 3.3333333333333335
Share of voice percent: 1.8633540372670807
Average position: 6.555555555555555
Docs presence percent: 0.6666666666666667
Blog presence percent: 0
Brand mention percent: 4.666666666666667


## Profile

Overview: CodeSandbox is a cloud development platform founded in 2017 in Amsterdam, Netherlands, offering instant browser-based and microVM-backed development environments. Originally launched as a React playground, it grew to support full repository workflows, collaborative coding, and PR previews. In December 2024, it was acquired by Together AI and simultaneously launched the CodeSandbox SDK—an API-first product enabling developers to programmatically spin up isolated Firecracker microVM sandboxes for AI agent code execution, secure interpretation of LLM-generated code, and large-scale CI/CD workflows. Its infrastructure supports sub-2-second VM startup, live cloning, and memory snapshot/restore. The Sandpack open-source toolkit powers embeddable live code editors across the web. The platform reports over 4.5 million monthly users, with organizations including Shopify, Atlassian, and Stripe among its user base.
Product summary: CodeSandbox provides cloud-based instant development environments via browser sandboxes and Firecracker microVMs, plus the CodeSandbox SDK—an API for programmatically spinning up isolated sandboxes for AI agent code execution, secure LLM code interpretation, and scalable development workflows, now operating as part of Together AI.


### Key capabilities

- MicroVM-based isolated sandboxes (Firecracker) with sub-2-second startup, clone, and snapshot/restore
- CodeSandbox SDK for programmatic sandbox creation and management at scale
- Browser sandboxes (Sandpack) for zero-install, client-side code execution
- VM forking and parallel sandbox A/B testing for agent workflows
- Customizable hibernation with persistent state via memory snapshots
- GitHub integration for repository import, branching, and PR-level dev previews
- Real-time collaborative live coding sessions with shared URLs
- Dev Containers (Docker/Docker Compose) support for custom environments
- SOC 2 Type II compliance for secure enterprise use
- Together AI inference co-location for tightly integrated LLM + code execution pipelines



### Target users

- AI/ML engineers building LLM-powered coding agents or code interpretation features
- Web developers seeking zero-setup cloud development environments
- Developer tool and documentation teams needing embeddable live code playgrounds
- Platform engineers running CI/CD pipelines with sandboxed test execution
- Educators and bootcamps delivering interactive coding curricula
- Open-source maintainers providing reproducible bug report environments



### Key use cases

- AI agent sandboxed code execution and secure LLM-generated code interpretation
- Interactive code playgrounds and embeddable documentation (Sandpack)
- Cloud development environments per developer or student at scale
- CI/CD test runners with snapshot-based result inspection
- PR review environments with live previews for every branch
- Coding agent evals and benchmarking (e.g., SWE-bench style pipelines)
- Open-source project examples and bug reproduction sandboxes
- Interview and workshop coding environments

Integrations ecosystem: CodeSandbox integrates natively with GitHub (repository import, branch management, PR previews via GitHub App), VS Code (desktop editor extension), Storybook (live component playgrounds), Tailscale (private network access to sandboxes), and Together AI's inference stack (co-located LLM + sandbox execution). The Sandpack open-source toolkit (6k+ GitHub stars) enables embedding live code editors in any web app or documentation site. Dev Containers (Docker/Docker Compose) are supported for custom environment configuration. The platform also supports custom npm registries and exposes a REST/SDK API (Node.js/TypeScript) for programmatic sandbox management. An AI coding assistant (Codeium/Boxy) is bundled in Pro subscriptions.
Pricing summary: CodeSandbox uses a tiered subscription model with usage-based VM credits. The Build (Free) plan includes 40 hours/month of VM credits, unlimited browser and VM sandboxes, up to 5 workspace members, and SDK access limited to 10 concurrent VMs. The Scale plan starts at $170/month per workspace, includes 160 hours of monthly VM credits, up to 250 concurrent VMs, 1,000 new sandboxes/hour, and on-demand credits at $0.15/hour (credits priced at $0.015 each). Enterprise plans offer custom VM concurrency, up to 64 vCPUs/128 GiB RAM per VM, dedicated support, SSO, and optional dedicated cluster deployment; pricing is via Together AI sales. Discounts are available for education, open source, and non-profit organizations.
Review summary: G2 reviewers (4.5/5 from 19 reviews) consistently praise CodeSandbox's instant setup, real-time collaboration, and GitHub integration. Users value the elimination of local environment configuration and the ability to share work via a single URL. Criticisms center on performance degradation with larger projects due to the online/browser-based nature, limited offline functionality, a learning curve for discovering all features, and the perception that premium plans are expensive relative to feature depth. Some reviewers note constrained advanced customization and dependency-handling edge cases compared to local environments.
Competitive positioning: CodeSandbox enters the AI agent runtime vertical from a browser-IDE heritage, leveraging seven years of microVM infrastructure built on Firecracker. Its December 2024 acquisition by Together AI is its core differentiator: sandboxes can run co-located with Together AI's 200+ model inference stack, creating a tightly integrated code-generation-to-execution loop. The CodeSandbox SDK exposes snapshot, clone, and fork primitives that few rivals match natively. However, it competes against purpose-built AI sandbox entrants (E2B, Daytona, Runloop) that have more AI-agent-native SDKs, and against enterprise platforms (Northflank) with stronger BYOC and unlimited session support. CodeSandbox's broad developer community, established Sandpack embedding ecosystem, and Together AI infrastructure backing give it a credible position for teams already on the Together AI stack, while its 2-to-7-day sandbox standby limits and managed-only deployment model constrain appeal for long-running production agent workloads.
Limitations: Sandbox standby limits of approximately 2-7 days can force manual recreation for long-running production agent workflows. No bring-your-own-cloud (BYOC) or self-hosted deployment option is available; infrastructure is managed-only. Browser sandbox performance degrades on large projects or heavy dependency trees due to in-browser bundling constraints. The SDK ecosystem is newer and less mature than purpose-built AI sandbox rivals like E2B for agent-native workflows. Concurrent VM limits are plan-gated (10 on free/Build, 250 on Scale), which can be restrictive at high agent parallelism. Limited advanced egress/networking controls compared to Modal or Northflank.


### Source urls

- https://codesandbox.io/
- https://codesandbox.io/blog/joining-together-ai-introducing-codesandbox-sdk
- https://codesandbox.io/pricing
- https://codesandbox.io/sdk
- https://codesandbox.io/docs
- https://www.g2.com/products/codesandbox/reviews
- https://tracxn.com/d/companies/codesandbox/__QL2GPpDQWveoWs0HKH1804SXHwuZWRbPza8ddQPp8fo
- https://tracxn.com/d/companies/codesandbox/__QL2GPpDQWveoWs0HKH1804SXHwuZWRbPza8ddQPp8fo/funding-and-investors
- https://codesandbox.io/blog/codesandbox-series-a-funding
- https://github.com/codesandbox
- https://blaxel.ai/blog/codesandbox-alternatives
- https://northflank.com/blog/best-code-execution-sandbox-for-ai-agents
- https://betterstack.com/community/comparisons/best-sandbox-runners/

Research approved: 2026-04-28T23:36:49.909+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Superblocks | Superblocks uses CodeSandbox SDK as the core dev environment infrastructure for its AI-powered internal application platform, enabling apps and AI agents to execute code in isolated sandboxes. The CTO cited CodeSandbox SDK as critical to realizing their vision of redefining inter | Not available |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.5 | 5 | 19 | https://www.g2.com/products/codesandbox/reviews |



### Review themes



#### Praised

- Instant setup with no local environment configuration
- Real-time collaborative editing via shared URL
- Seamless GitHub repository integration
- Wide framework and language template support
- Live preview for instant feedback
- VS Code extension parity
- Accessible from any device (browser, iOS, desktop)



#### Criticized

- Performance degradation on large projects or heavy modules
- Limited offline functionality
- Steep learning curve for discovering all features
- Premium plans perceived as expensive
- Limited advanced customization vs. local environments
- Dependency handling edge cases
- Sparse video tutorial coverage for advanced features




### Company facts

Founded year: 2017
Hq: Amsterdam, Netherlands


#### Founders

- Ives van Hoorne
- Bas Buursma

Employees range: 11-50
Total funding: $15.2M
Valuation: Not available
Arr: Not available
Customer count: 4.5M+ monthly users
Status: Acquired by Together AI (Dec 2024)


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| E2B | 59 | 150 | 39.33333333333333 | 5.06015037593985 |
| Modal | 55 | 150 | 36.666666666666664 | 6.899159663865547 |
| Daytona | 35 | 150 | 23.333333333333332 | 11.416666666666666 |
| Northflank | 31 | 150 | 20.666666666666668 | 4.484375 |
| Fly.io | 18 | 150 | 12 | 7.923076923076923 |
| Cloudflare | 10 | 150 | 6.666666666666667 | 10.897435897435898 |
| CodeSandbox | 5 | 150 | 3.3333333333333335 | 6.555555555555555 |
| Runloop | 4 | 150 | 2.666666666666667 | 6 |
| Morph | 0 | 150 | 0 | Not available |
| Together AI | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai | 1 | 4 |
| chatgpt-search | 3 | 12 |
| perplexity | 1 | 4 |
| google-ai-mode | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| xai-search | 0 | 0 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which microVM-based sandbox platforms have the smoothest onboarding for a solo developer shipping an AI coding assistant MVP? | 5 |
| I'm adding a code interpreter to my LLM app and need a sandboxed runtime — which services are easiest to integrate without managing my own infrastructure? | 5 |
| What do platform engineers typically use to manage ephemeral execution environments for AI agents — and which options have the least operational burden? | 4 |
| What's the fastest sandbox runtime to spin up for an AI agent backend — which platforms let you get isolated code execution running in under 5 minutes? | 4 |
| Which code sandbox services have good observability built in so I can actually debug what my AI agent is running inside the environment? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 1 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 1 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 1 |



## Prompt results

- Prompt text: What do platform engineers typically use to manage ephemeral execution environments for AI agents — and which options have the least operational burden?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 2 |
| Modal | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| Fly.io | 5 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Northflank | 5 |



##### Xai-search




- Prompt text: I want a sandboxed runtime where my team can define reusable execution templates — which platforms make that workflow easy without deep infra knowledge?


#### Brand position by platform

Google-ai: 2
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| CodeSandbox | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 3 |
| Modal | 8 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 2 |
| Northflank | 3 |



##### Xai-search




- Prompt text: What's the fastest sandbox runtime to spin up for an AI agent backend — which platforms let you get isolated code execution running in under 5 minutes?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 3 |
| Modal | 5 |
| Daytona | 15 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| E2B | 2 |
| Cloudflare | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Runloop | 1 |
| Modal | 2 |
| Daytona | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Daytona | 2 |
| E2B | 6 |
| Modal | 7 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: Which microVM-based sandbox platforms have the smoothest onboarding for a solo developer shipping an AI coding assistant MVP?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Fly.io | 5 |
| Daytona | 7 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Northflank | 2 |
| Fly.io | 5 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| Modal | 9 |



##### Xai-search




- Prompt text: Looking for an ephemeral code execution environment I can provision per user session — which services have a simple SDK or API to get started quickly?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 3
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Modal | 1 |
| Northflank | 8 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 2 |
| CodeSandbox | 3 |
| Modal | 6 |
| Cloudflare | 12 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 3 |
| Modal | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Fly.io | 2 |
| Daytona | 4 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |



##### Xai-search




- Prompt text: My AI agent generates and executes code in a tight loop — which sandbox platforms sustain high-frequency execution without degrading over time?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| E2B | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 2 |
| Modal | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Modal | 4 |
| Cloudflare | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| E2B | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Northflank | 4 |



##### Xai-search




- Prompt text: Which code sandbox services have good observability built in so I can actually debug what my AI agent is running inside the environment?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| E2B | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| E2B | 4 |
| Modal | 7 |
| Fly.io | 8 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Daytona | 2 |
| Modal | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 3 |
| Daytona | 4 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Northflank | 5 |



##### Xai-search




- Prompt text: Looking for a sandboxed code interpreter that can handle long-running jobs — 10 to 30 minutes — without hitting timeout limits. What are my options?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Modal | 1 |
| E2B | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 2 |
| Northflank | 4 |
| Modal | 6 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Fly.io | 2 |
| Modal | 5 |



##### Xai-search




- Prompt text: Which agent compute platforms have the most active developer communities and solid docs for teams just getting into agentic AI workflows?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search




- Prompt text: I'm adding a code interpreter to my LLM app and need a sandboxed runtime — which services are easiest to integrate without managing my own infrastructure?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 3 |
| Cloudflare | 7 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 3 |
| Runloop | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Fly.io | 1 |
| Northflank | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Modal | 3 |



##### Xai-search




- Prompt text: I need a code execution environment that supports GPU workloads for AI-generated training scripts — which sandboxed platforms handle that use case?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| Modal | 3 |
| Northflank | 6 |
| E2B | 7 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Modal | 1 |
| Northflank | 3 |
| E2B | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Modal | 1 |
| E2B | 3 |
| Northflank | 7 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| Modal | 2 |



##### Xai-search




- Prompt text: Which agent runtime platforms support spawning concurrent sandbox instances so multiple AI agents can run code in parallel for a multi-agent workflow?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 5
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| E2B | 2 |
| Modal | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 2 |
| Modal | 3 |
| CodeSandbox | 5 |
| Fly.io | 6 |
| Cloudflare | 22 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Fly.io | 1 |
| Northflank | 2 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: What are the best code execution sandbox options that support pre-installing custom dependencies from a private package registry before agent runs?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: 8
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| Modal | 6 |
| CodeSandbox | 8 |
| E2B | 12 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Modal | 1 |
| E2B | 3 |
| Daytona | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 3 |
| Daytona | 5 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: Which agent compute platforms avoid heavy lock-in and work across major cloud providers so I can keep data residency in my existing infrastructure?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Northflank | 1 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: I need an AI agent sandbox that allows secure outbound connections to a relational database during execution — which platforms support that?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 2 |
| Modal | 3 |
| Cloudflare | 11 |



##### Perplexity





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| Fly.io | 2 |
| E2B | 3 |
| Modal | 4 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Modal | 3 |



##### Xai-search




- Prompt text: Which AI sandbox platforms offer the best developer experience for iterating on agent tools locally before deploying to production?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Modal | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 2 |
| Modal | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 1 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: What sandboxed execution environments have good support for streaming output back to the calling application in real time during an agent's code run?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| Modal | 2 |
| E2B | 3 |
| Cloudflare | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 3 |
| Modal | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 3 |
| Fly.io | 4 |
| Daytona | 8 |
| Modal | 11 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Cloudflare | 1 |



##### Xai-search




- Prompt text: Which isolated execution environments scale elastically under bursty AI agent traffic without me having to pre-provision capacity?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 3 |
| Daytona | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Modal | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Modal | 1 |
| E2B | 5 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: Which sandboxed agent runtimes integrate well with popular LLM orchestration frameworks so I don't have to build a custom execution bridge?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Modal | 1 |
| Northflank | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Daytona | 3 |
| E2B | 4 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: What are the best isolated runtime options for AI agents that need persistent filesystem state across multiple execution steps in a single session?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| Fly.io | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 3 |
| Modal | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Northflank | 1 |
| E2B | 3 |
| Modal | 6 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Modal | 4 |



##### Xai-search




- Prompt text: Which microVM sandbox services have the lowest cold-start latency for AI agent code execution at scale — sub-500ms range?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Fly.io | 2 |



##### Google-ai-mode





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Modal | 6 |



##### Xai-search




- Prompt text: I'm evaluating sandboxed agent runtimes for a small team building an AI data analyst tool — what should I look at to avoid the overhead of self-hosting?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Fly.io | 2 |
| Modal | 8 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 3 |
| Runloop | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Fly.io | 2 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: Which sandboxed execution platforms let AI agents run arbitrary shell commands safely without kernel-level escape risks or shared-tenant interference?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Northflank | 2 |
| Modal | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Fly.io | 13 |



##### Perplexity

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Daytona | 4 |
| Modal | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Fly.io | 1 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: What sandboxed agent runtime platforms are best suited for production workloads executing user-submitted code thousands of times per day?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: 5
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| E2B | 2 |
| Northflank | 7 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Modal | 3 |
| Daytona | 5 |
| Cloudflare | 8 |
| Fly.io | 11 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Modal | 1 |
| CodeSandbox | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 5 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: Which code sandbox platforms are considered production-ready for enterprise AI applications where uptime and SLA guarantees actually matter?


#### Brand position by platform

Google-ai: Not available
Chatgpt-search: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai

| Display name | Position |
| --- | --- |
| Modal | 1 |
| E2B | 2 |
| Northflank | 7 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| E2B | 1 |
| Northflank | 3 |
| Daytona | 5 |
| Modal | 7 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Daytona | 1 |
| E2B | 2 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| E2B | 2 |
| Modal | 6 |
| Runloop | 8 |



##### Bing-copilot-search





##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://github.com/codesandbox/codesandbox-sdk | github.com/codesandbox/codesandbox-sdk - codesandbox sdk | github.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/766ccd99-5fb2-467e-840e-cf1f160a7399/1022871080803569f6dbb39e52af2ad03780bf19.png | commercial | documentation | 2 | 2 |
| https://codesandbox.io/ | CodeSandbox: Instant Cloud Development Environments | codesandbox.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/766ccd99-5fb2-467e-840e-cf1f160a7399/9ccaa3c7fa52630264f121d8ec6319e0a42cbc34.png | commercial | listicle | 2 | 2 |
| https://github.com/codesandbox/sandbox-templates | github.com/codesandbox/sandbox-templates - sandbox templates | github.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/766ccd99-5fb2-467e-840e-cf1f160a7399/1022871080803569f6dbb39e52af2ad03780bf19.png | commercial | documentation | 2 | 2 |
| https://codesandbox.io/sdk | SDK documentation | codesandbox.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/766ccd99-5fb2-467e-840e-cf1f160a7399/9ccaa3c7fa52630264f121d8ec6319e0a42cbc34.png | commercial | documentation | 2 | 2 |
| https://codesandbox.io/docs/sdk | CodeSandbox SDK | codesandbox.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/766ccd99-5fb2-467e-840e-cf1f160a7399/9ccaa3c7fa52630264f121d8ec6319e0a42cbc34.png | commercial | documentation | 1 | 1 |
| https://sandpack.codesandbox.io/docs/getting-started/private-packages | Private packages – Sandpack | sandpack.codesandbox.io | Not available | commercial | documentation | 1 | 1 |
| https://sandpack.codesandbox.io/docs/guides/hosting-the-bundler | Hosting the Bundler | sandpack.codesandbox.io | Not available | commercial | documentation | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| What sandboxed agent runtime platforms are best suited for production workloads executing user-submitted code thousands of times per day? | perplexity | [4] \| \| CodeSandbox SDK \| Interactive coding products, previews, and persistent development environments \| Provides an API for creating and running isolated environments at scale. |
| I want a sandboxed runtime where my team can define reusable execution templates — which platforms make that workflow easy without deep infra knowledge? | google-ai | CodeSandbox SDK * Best for: Fast, microVM-based application sandboxes and template sharing. |
| Which code sandbox platforms are considered production-ready for enterprise AI applications where uptime and SLA guarantees actually matter? | google-ai-mode | Runloop AICodeSandbox Alternatives for AI Agent Code Execution in 2026Runloop - Pricing * * * * What to Verify Before Signing If your application directly impacts customer data or revenue, standard self-serve pricing tiers on these platforms will not suffice. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| chatgpt-search | E2B | My shortlist would start with E2B, Daytona, and Modal, with Fly.io Machines as a more infrastructure-oriented alternative. |
| perplexity | E2B | For a solo developer shipping an AI coding-assistant MVP, E2B looks like the smoothest default among the platforms surfaced here. |
| google-ai-mode | E2B | E2B Sandbox (`e2b`) * * The Vibe: Built specifically and exclusively for AI agents. |
| google-ai-mode | Northflank | Best Code Execution Sandboxes for AI Agents in 2026 - E2BBest microVM sandboxes for AI coding agents in 2026 \| Blog * Onboarding Experience: Extremely smooth. |
| bing-copilot-search | Northflank | ...olo developer shipping an AI coding assistant MVP, the smoothest onboarding today comes from E2B and Vercel Sandbox, with Northflank also strong if you need repo-centric workflows. These platforms emphasize developer-friendly SDKs, quick setup, and min... |
| google-ai | Northflank | Northflank * Best for: Production-grade agent fleets, custom container images, and microVM isolation. |
| chatgpt-search | E2B | ## Managed sandbox services worth evaluating ## 1. E2B Best starting point Purpose-built for AI applications. |
| chatgpt-search | Daytona | Integration: Code Interpreter SDK and quickstart Example: `pip install e2b-code-interpreter` ## 2. Daytona Best when your interpreter may grow into a full development environment. |
| perplexity | E2B | For a managed sandbox that’s straightforward to add to an LLM app, I’d start with E2B or Modal: - E2B is a natural fit for a code-interpreter-style feature: its docs show a simple flow to create a sandbox, run code, and return the result, wi... |
| perplexity | Modal | For a managed sandbox that’s straightforward to add to an LLM app, I’d start with E2B or Modal: - E2B is a natural fit for a code-interpreter-style feature: its docs show a simple flow to create a sandbox, run code, and return the result, wi... |
| google-ai-mode | Fly.io | AI Agent Sandbox Providers Compared · Learn - Fly.ioE2B vs Modal vs Fly.io Sprites for AI code execution sandboxes[The Best Sandbox Providers... |
| google-ai-mode | Northflank | ...o](https://fly.io/learn/agent-sandbox-providers/)E2B vs Modal vs Fly.io Sprites for AI code execution sandboxes[The Best Sandbox Providers for AI Agents in 2026 - Upstash](https://upstash.com/... |



## Trend

Visibility delta: 3.2
Avg position delta: -0.44444444444444464
Citation count delta: 8