# StackBlitz AI visibility in Cloud Development Environments (CDEs)

Canonical: https://devtune.ai/verticals/cloud-development-environments-cdes/stackblitz

[Website](https://stackblitz.com/)

Updated: 2026-09-29T01:45:18.527661+00:00
Prompts: 25
Runs: 6


## Platforms

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

Rank: 6
Total brands: 11
Measured responses: 150
Presence percent: 1.3333333333333335
Share of voice percent: 1.3071895424836601
Average position: 3
Docs presence percent: 0.6666666666666667
Blog presence percent: 0
Brand mention percent: 7.333333333333333


## Profile

Overview: StackBlitz Inc. is a San Francisco-based developer tools company founded in 2017 by Eric Simons and Albert Pai. Its flagship technology, WebContainers, is a WebAssembly-based micro-operating system that runs the full Node.js environment—including package manager, build tools, and dev server—entirely inside a browser tab, booting in milliseconds with no remote VMs. This enables instant, shareable, secure development environments for the JavaScript ecosystem. StackBlitz offers a free online IDE, a Teams plan, an Enterprise Server for self-hosted Kubernetes deployments, and the WebContainer API for third-party embedding. In October 2024, the company launched Bolt.new, an AI-powered natural-language-to-full-stack-app builder that drove rapid revenue growth and a reported ~$700M valuation by early 2025.
Product summary: StackBlitz provides browser-native development environments powered by proprietary WebContainers technology (WebAssembly + Node.js in-browser), eliminating local setup and remote VM overhead. Its product line spans a free online JavaScript IDE, Codeflow (in-browser VS Code for GitHub workflows), Web Publisher (content editing and PR creation), an Enterprise Server for self-hosted teams, the WebContainer API for third-party embedding, and Bolt.new—an AI-powered full-stack app builder that lets users create and deploy web applications from natural language prompts without writing code.


### Key capabilities

- WebContainers: WebAssembly-based micro-OS running full Node.js inside the browser tab in milliseconds
- Bolt.new: AI-native natural-language-to-full-stack-app builder powered by WebContainers
- Codeflow: one-click in-browser VS Code IDE for GitHub repos, PRs, and issues without cloning
- Web Publisher: browser-based single-file editor for docs and content with instant PR creation
- Instant shareable environments via URL for bug reproductions and interactive documentation
- Enterprise Server: self-hosted Kubernetes deployment with SSO, air-gap support, and admin controls
- Private NPM registry integration (JFrog Artifactory, Sonatype Nexus)
- WebContainer API: public SDK for embedding browser-native Node.js environments in third-party products
- Zero network latency and offline capability due to fully local browser-side execution
- GitHub, GitLab, and Bitbucket integration for seamless PR review and collaboration



### Target users

- Frontend and full-stack JavaScript/TypeScript developers
- Open-source library and framework maintainers needing interactive docs and bug reproductions
- Enterprise engineering teams requiring secure, auditable in-browser dev environments
- Non-technical builders and product managers using Bolt.new for AI-generated apps
- Developer relations and DevEx teams embedding live code playgrounds in documentation
- Design system teams collaborating across engineering and design



### Key use cases

- Interactive documentation and live code examples for open-source libraries and frameworks
- Instant one-click bug reproductions attached to issue trackers
- AI-assisted full-stack web app creation from natural language prompts (Bolt.new)
- Design system development and component library previewing
- PR and code review without local checkout or environment setup
- Rapid prototyping and developer onboarding for JavaScript/Node.js projects
- Secure in-browser code review of untrusted or third-party code
- Interactive technical tutorials and coding education

Integrations ecosystem: StackBlitz integrates natively with GitHub (repos, PRs, issues, Codeflow bot), GitLab, and Bitbucket for source control. Private NPM registries are supported via JFrog Artifactory and Sonatype Nexus. Enterprise SSO connects to any SAML2-based provider including Okta, Azure AD, GitHub, and GitLab. Bolt.new integrates with Firebase, Supabase, and Figma. Deployment targets include Netlify, Vercel, and Firebase Hosting. Enterprise Server deploys on Kubernetes across AWS, Microsoft Azure, and OpenShift. The WebContainer API is a public SDK enabling third parties to embed Node.js browser environments in their own products. StackBlitz is also available on AWS Marketplace for enterprise procurement.
Pricing summary: StackBlitz core IDE offers a free Personal plan with unlimited public projects and GitHub repository access. A Teams plan requires a GitHub organization and provides private repository access and collaboration features; per-seat pricing is managed through GitHub organization billing. Enterprise Server is custom-priced, deployed on a single Kubernetes cluster behind a firewall, and includes SSO, air-gap options, and an admin portal. Bolt.new (the AI app builder) uses a token-based model: Free tier ($0, 1M tokens/month with a 300K daily cap), Pro ($25/month, 10M tokens/month), Teams ($30/user/month with shared workspaces and admin controls), and Enterprise (custom, available via AWS Marketplace at a $100K base + $150/seat + $0.01/additional token on 12-month contracts). Unused tokens on paid Bolt plans roll over for one additional month.
Review summary: StackBlitz has a 4.2/5 rating on G2 from 6 verified reviews as of April 2026, covering both StackBlitz Enterprise and Bolt.new. The very small review sample limits confidence. Reviewers praise the speed of turning ideas into working applications, ease of setup, and direct integration with services like Firebase and Supabase. A notable criticism is that Bolt.new's credit/token pricing is opaque, making iterative refinement costly. Community sentiment on developer forums is broadly positive about WebContainers' technical novelty and the convenience of shareable, zero-setup environments, though some developers note the JavaScript-only constraint as a meaningful boundary.
Competitive positioning: StackBlitz differentiates itself through its proprietary WebContainers technology—a WebAssembly-based micro-OS that runs Node.js entirely inside the browser sandbox, eliminating remote VM compute costs and network latency. Unlike VM-streamed CDEs (Gitpod, GitHub Codespaces, Coder), StackBlitz environments boot in milliseconds, work offline, and execute code locally in the browser tab, reducing both security exposure and infrastructure overhead. With the 2024 launch of Bolt.new, StackBlitz has also expanded from a developer-focused CDE into an AI-native, natural-language-to-full-stack-app builder, competing directly with Replit Agent and Google Firebase Studio for non-developer and vibe-coding audiences.
Limitations: StackBlitz's WebContainers technology is restricted to the JavaScript/Node.js ecosystem; non-JS languages (Python, Go, Ruby, Java) are not natively supported. Performance and compatibility are best on Chromium-based browsers; Firefox has partial limitations around cross-origin isolation and Safari support is in beta as of recent docs. Direct TCP database connections are not supported, requiring API-based database providers as a workaround. External HTTP testing tools like Postman cannot reach the browser-sandboxed server. Mobile device support (Android, iOS) is beta and large projects may hit memory limits. Bolt.new's token-based credit pricing has been criticized as opaque, making iterative development costly. The platform requires SharedArrayBuffer and cross-origin isolation headers, which can complicate embedding in third-party pages.


### Source urls

- https://stackblitz.com/
- https://stackblitz.com/enterprise
- https://stackblitz.com/case-studies/google
- https://developer.stackblitz.com/guides/user-guide/what-is-stackblitz
- https://developer.stackblitz.com/platform/webcontainers/browser-support
- https://developer.stackblitz.com/guides/user-guide/general-faqs
- https://blog.stackblitz.com/posts/seed-funding/
- https://www.g2.com/sellers/stackblitz
- https://www.bloomberg.com/news/articles/2025-01-21/ai-speech-to-code-startup-stackblitz-is-in-talks-for-a-700-million-valuation
- https://tracxn.com/d/companies/stackblitz/__RZCU_yigXOe9ANtwsLWAZkXsfii5TM-6dbr2aNMJ96M/funding-and-investors
- https://sacra.com/c/bolt-new/
- https://pitchbook.com/profiles/company/226127-89
- https://github.com/stackblitz

Reviewed at: 2026-04-28T23:33:10.685+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Google (Angular team) | Google's Angular core team integrated StackBlitz into their documentation and bug tracking system, replacing a multi-step local setup process with a single-click experience for 1.5M+ monthly documentation visitors and enabling a team of fewer than 30 developers to manage 40,000+ | Bug reproduction time reduced from 30+ minutes to a single click |
| Surescripts | Surescripts used StackBlitz Enterprise to scale design system adoption and ensure UI consistency across teams, allowing the UX team to design workflows around user needs rather than existing backend constraints. | Not available |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 4.2 | 5 | 6 | https://www.g2.com/sellers/stackblitz |



### Review themes



#### Praised

- Millisecond boot times with no local setup required
- Shareable environment URLs for instant collaboration
- Strong GitHub integration for repos and PRs
- Bolt.new transforms natural language into working full-stack apps quickly
- Easy initial setup and intuitive interface
- Browser-sandboxed security model requires no VM provisioning
- Seamless Firebase and Supabase integrations in Bolt.new



#### Criticized

- Restricted to JavaScript/Node.js ecosystem only
- Opaque token/credit pricing in Bolt.new makes iteration costly
- Limited or beta support on Firefox and Safari browsers
- No direct TCP database connections supported
- Mobile device support is beta with memory constraints
- External API testing tools (e.g., Postman) cannot reach browser-sandboxed servers




### Company facts

Founded year: 2017
Hq: San Francisco, US


#### Founders

- Eric Simons
- Albert Pai

Employees range: 11-50
Total funding: $135M
Valuation: ~$700M
Arr: ~$40M+
Customer count: Not available
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| GitHub Codespaces | 41 | 150 | 27.333333333333332 | 2.2222222222222223 |
| Coder | 28 | 150 | 18.666666666666668 | 3.0851063829787235 |
| Gitpod | 21 | 150 | 14.000000000000002 | 4.178571428571429 |
| DevPod | 6 | 150 | 4 | 4.333333333333333 |
| Replit | 5 | 150 | 3.3333333333333335 | 7.833333333333333 |
| StackBlitz | 2 | 150 | 1.3333333333333335 | 3 |
| Codeanywhere | 1 | 150 | 0.6666666666666667 | 6 |
| CodeSandbox | 0 | 150 | 0 | Not available |
| Daytona | 0 | 150 | 0 | Not available |
| Firebase Studio | 0 | 150 | 0 | Not available |
| Jetify | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai-mode | 0 | 0 |
| chatgpt-search | 2 | 8 |
| perplexity | 0 | 0 |
| google-ai | 0 | 0 |
| bing-copilot-search | 0 | 0 |
| xai-search | 0 | 0 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which cloud IDE platforms have marketplace extensions compatible with the same plugins developers use in their local editor setup? | 4 |
| What remote dev environment platforms support SSO and identity provider integration for enterprise teams needing centralized access control? | 4 |
| Looking for a cloud dev environment with persistent storage and dotfile sync so settings, terminal history, and plugins carry across workspace restarts — what are my options? | 3 |
| What cloud development environment tools allow enterprises to bring their own cloud account so workspace infrastructure runs in their own VPC? | 3 |
| Which cloud development environments feel as fast and responsive as a local setup without noticeable latency when typing or running tests? | 2 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 0 |
| Developer Experience | 5 | 0 |
| Integrations & Ecosystem | 5 | 1 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 1 |



## Prompt results

- Prompt text: Which cloud development environments feel as fast and responsive as a local setup without noticeable latency when typing or running tests?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Coder | 1 |
| GitHub Codespaces | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 2 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What cloud development environment tools do platform teams use to standardize developer environments across a 100-person engineering org?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 3 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What cloud dev environment tools support real-time collaborative coding where two engineers can pair program in the same workspace simultaneously?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Replit | 1 |
| GitHub Codespaces | 2 |
| Coder | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 4 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud development platforms support running a full local service mesh with multiple interconnected containers inside a single workspace?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Coder | 1 |
| DevPod | 2 |
| Gitpod | 3 |
| GitHub Codespaces | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 3 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What remote dev environment platforms support local VS Code or JetBrains IDEs connecting to a cloud workspace so developers keep their tooling and shortcuts?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Gitpod | 2 |
| DevPod | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 1 |
| Gitpod | 4 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What remote dev environment tools offer high-CPU and high-memory instances so compilation and test runs are faster than on a developer's laptop?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 3 |
| Gitpod | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 2 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud development environment platforms start a pre-built workspace in under 30 seconds so developers aren't waiting to start working?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Coder | 3 |
| GitHub Codespaces | 5 |
| Gitpod | 9 |
| Replit | 14 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Coder | 2 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: What cloud dev environment tools support defining the full development setup in a config file so every developer gets an identical workspace automatically?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 2 |
| DevPod | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| DevPod | 7 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud development platforms are best for a team of contractors who need isolated environments for each project without access to production infrastructure?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 2 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which remote development platforms allow ephemeral environments to be spun up automatically for each pull request and torn down after merge?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search





##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 4 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: I need a cloud dev environment with strong GPU support for machine learning workflows — which platforms offer configurable high-memory GPU instances?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search





##### Perplexity





##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud dev environment platforms handle large container image builds and dependency installations efficiently with pre-warmed caches?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 2 |
| Coder | 3 |
| DevPod | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 5 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What cloud development environments support air-gapped or private network configurations for teams working with regulated data?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 1 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud IDE platforms handle large codebases well with fast file indexing and accurate code navigation across thousands of files?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 3 |
| Gitpod | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud IDE platforms let a contributor open and run a project in a browser without installing anything locally?


#### Brand position by platform

Google-ai-mode: Not available
Chatgpt-search: 4
Perplexity: Not available
Google-ai: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Replit | 2 |
| Gitpod | 3 |
| StackBlitz | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Codeanywhere | 6 |
| Replit | 8 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What cloud development environments offer the best network performance for developers in regions with limited local infrastructure?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 2 |
| Coder | 4 |



##### Perplexity





##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What are the best cloud development environment platforms for onboarding a new engineer to a complex microservices codebase in under an hour?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 3 |
| DevPod | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 2 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Looking for a cloud dev environment with persistent storage and dotfile sync so settings, terminal history, and plugins carry across workspace restarts — what are my options?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 1 |
| GitHub Codespaces | 4 |
| Gitpod | 5 |



##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |



##### Xai-search




- Prompt text: I'm evaluating remote development environments for a team where local setup takes 2+ days — which platforms eliminate that entirely with a pre-built environment?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 4 |



##### Perplexity





##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud IDE platforms are reliable for full-time daily use by a team — no outages, no lost work, and no workspace corruption?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 2 |
| Coder | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 5 |
| Replit | 7 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud IDE platforms have marketplace extensions compatible with the same plugins developers use in their local editor setup?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Coder | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 5 |



##### Google-ai





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |



##### Xai-search




- Prompt text: What cloud development environment tools allow enterprises to bring their own cloud account so workspace infrastructure runs in their own VPC?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Coder | 1 |
| Gitpod | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Coder | 1 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: Looking for a cloud dev environment that integrates with secrets management tools so credentials are injected into the workspace automatically — what are my options?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Coder | 3 |



##### Google-ai





##### Bing-copilot-search





##### Xai-search




- Prompt text: What remote dev environment platforms support SSO and identity provider integration for enterprise teams needing centralized access control?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Coder | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Coder | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |



##### Bing-copilot-search





##### Xai-search




- Prompt text: Which cloud development environments integrate with version control platforms to open a workspace directly from a branch or pull request link?


#### Brand position by platform

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



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Coder | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| StackBlitz | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |
| Gitpod | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| GitHub Codespaces | 1 |



##### Xai-search







## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://stackblitz.com/ | StackBlitz \| Instant Dev Environments \| Click. Code. Done. | stackblitz.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/7479b79a-d751-4b46-873d-1c15fcba6ea8/88247a58bc85a9e2ee6f989df76cbfc63cc63201.png | commercial | product_page | 3 | 3 |
| https://developer.stackblitz.com/codeflow/using-pr-new | Using pr.new \| StackBlitz Docs | developer.stackblitz.com | Not available | commercial | documentation | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which cloud development environments feel as fast and responsive as a local setup without noticeable latency when typing or running tests? | bing-copilot-search | The cloud IDEs that feel closest to local speed in 2026 are GitHub Codespaces, Gitpod, StackBlitz, and Replit. |
| What cloud dev environment tools support real-time collaborative coding where two engineers can pair program in the same workspace simultaneously? | bing-copilot-search | Several cloud development environments support real-time collaborative coding and pair programming, including GitHub Codespaces, Visual Studio Live Share, Replit, CodeSandbox, StackBlitz, and JetBrains Code With Me. |
| Which cloud development environment platforms start a pre-built workspace in under 30 seconds so developers aren't waiting to start working? | bing-copilot-search | The fastest cloud development environments that consistently start a pre-built workspace in under 30 seconds are Gitpod (with prebuilds), StackBlitz (WebContainers), Replit (instant runtime), and newer entrants like ENVzy, Daytona, and E2B. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| google-ai-mode | Coder | How it works: Coder features native User Secrets managed via the Coder dashboard, API, or CLI. |
| chatgpt-search | GitHub Codespaces | ...\| Cloud IDE \| Extension source \| Compatibility with local VS Code extensions \| \| --- \| --- \| --- \| \| GitHub Codespaces \| Visual Studio Marketplace \| Highest compatibility — can use the same Marketplace extensions, and Settings... |
| chatgpt-search | Gitpod | \[1\] \| \| Gitpod \| Open VSX for its browser IDE \| Broad, but not identical — many VS Code extensions work, but extensions unavailable on Open VSX won't. |
| perplexity | GitHub Codespaces | GitHub Codespaces — Uses the VS Code extension ecosystem, and many extensions “just work” because Codespaces is built around VS Code compatibility [1][2]. |
| bing-copilot-search | GitHub Codespaces | Several cloud IDEs now support marketplace extensions that mirror the plugins developers use locally, with GitHub Codespaces and JetBrains Space standing out as the most seamless options. These platforms integrate directly with VS Code and JetBrains... |
| google-ai-mode | Coder | Coder +2 The primary remote dev environment platforms offering enterprise-grade SSO and IdP integration include: 1. Coder (Coder v2) * Overview: An open-source, self-hosted infrastructure-as-code platform for provisioning rem... |
| chatgpt-search | Coder | ...\| Platform \| SSO / IdP integration \| Enterprise access controls \| Deployment model \| \| --- \| --- \| --- \| --- \| \| Coder \| SSO with existing IdPs; designed to work with enterprise identity infrastructure \| RBAC, audit logging, quotas, policy... |
| perplexity | GitHub Codespaces | GitHub Codespaces — Access is governed through GitHub Enterprise Cloud or Enterprise Server. |
| google-ai | GitHub Codespaces | GitHub Codespaces * Overview: Fully managed cloud development environments hosted by GitHub, tightly integrated with GitHub repositories. |
| chatgpt-search | GitHub Codespaces | ...kspace \| Dotfiles \| Terminal history \| Plugins/settings \| Best fit \| \| --- \| --- \| --- \| --- \| --- \| --- \| \| GitHub Codespaces \| Yes \| Native Git repo \| Preserved across stop/start \| VS Code Settings Sync + dotfiles \| Easiest GitHub-centric s... |
| chatgpt-search | Coder | ...\| Native Git repo \| Preserved across stop/start \| VS Code Settings Sync + dotfiles \| Easiest GitHub-centric setup \| \| Coder \| Yes, configurable persistent volumes \| Native `coder dotfiles` \| Yes, if `$HOME` is persistent \| Depends on IDE; highly... |
| perplexity | Coder | ...options for your requirements: \| Option \| Persistent storage \| Dotfiles / settings sync \| Best fit \| \|---\|---\|---\|---\| \| Coder \| Persistent `/home/` survives shutdowns and rebuilds; templates can use persistent disks [1][2] \| Built-in dotfile... |



## Trend

Visibility delta: 1.1047619047619048
Avg position delta: -1
Citation count delta: 1