# Glean vs Stenography Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Stenography records 973 monthly visits with -44.8% growth and Freemium, Paid, Contact for Pricing pricing. | Metric | [Glean](https://openaitools.app/tool/glean) | [Stenography](https://openaitools.app/tool/stenography) | | :--- | :--- | :--- | | Website URL | https://www.glean.com | https://stenography.dev | | Categories | AI Productivity Tools, AI Agent, AI Assistant, AI Search Engine | AI Documents Generator, AI Code Assistant, AI API | | Pricing Model | Contact for Pricing | Freemium, Paid, Contact for Pricing | | Monthly Visits | 3,301,875 | 973 | | MoM Growth Rate | +0.1% | -44.8% | | Primary Market | United States | United States | | Direct Visits | 2,628,666 | 386 | | Review Score | 4.6 | 4.2 | | Saved Count | 7 | 3 | | Supported Platforms | Website | Website | ## Glean Glean addresses a problem most enterprises hit after their first wave of AI adoption: models are powerful but isolated from the context of the business. The platform builds an enterprise context layer by indexing and understanding content across the tools a company already runs on, then uses that grounding to improve both answer quality and efficiency. Because fewer irrelevant tokens need to be sent to a model, the same question costs less to serve. The product surface spans four areas: enterprise search, an AI assistant for everyday work, an agent platform for automating long-running processes, and Glean Protect for security and governance. Administrators also get model routing and an AI gateway, letting them decide which models handle which requests without rebuilding integrations. Everything inherits the access permissions of the source systems, so answers stay within each employee's existing rights. Glean serves large organisations across finance, healthcare, retail, technology, and government, with published customers including Booking.com, Zillow, and Ericsson. It holds SOC 2 Type II, ISO 27001, ISO 42001, HIPAA, GDPR, and TX-RAMP Level 2 attestations, and reports 275+ connectors, 40+ supported language models, and 99.9%+ uptime on core services. **Pricing & Plans:** Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase. - **Permission-aware enterprise search:** Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected. - **Agent builder and orchestration:** Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps. - **Model routing and AI gateway:** Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway. - **Grounded content and analysis:** Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge. - **Governance and observability:** Administrators get usage controls, spend visibility, audit logging, and compliance-ready governance for every AI interaction. **Strengths:** Answers cite source systems and inherit their permissions, which removes the main blocker to enterprise-wide rollout; One platform covers search, assistant, and agents instead of three separate vendors; Model routing and token efficiency directly reduce the cost per AI query at scale; 275+ pre-built connectors shorten integration work considerably **Limitations:** Enterprise pricing is quote-based, so budget planning requires a sales conversation; Full value depends on connecting many internal data sources, which takes IT effort; Smallest teams may find the platform more than they need [Profile (Markdown)](https://openaitools.app/tool/glean.md) ## Stenography Stenography tackles a persistent developer chore: keeping code documented. Its central feature, Autopilot, watches your codebase and documents it automatically as you save, so explanations stay close to the code they describe instead of drifting out of date. Under the hood it is powered by an API that accepts a block of code and returns an explanation in plain English. Because that API is public, you can use it beyond the built-in integrations: build your own extension, wire it into a review bot, or explain snippets programmatically. Responses can be enriched with Stack Overflow suggestions and linked documentation from around the web, cutting down on manual searching. Stenography is privacy-conscious by design — it describes a passthrough API that does not store your code. It is the work of Bram Adams, an OpenAI Developer Ambassador, and offers 250 free API invocations per month, making it easy to evaluate before committing to a paid plan. **Pricing & Plans:** Stenography is freemium: the API includes 250 free invocations per month on VSC or your own extension. Paid plans are available for heavier use, and enterprise or custom arrangements are handled by contacting the team. - **Autopilot documentation:** Autopilot documents entire codebases every time you hit save, so documentation keeps pace with your code. - **Code explanation API:** Pass in code and receive an explanation in plain English, customizable to your needs through a public API. - **Stack Overflow and doc suggestions:** Enrich generated explanations with Stack Overflow suggestions and documentation from across the web so you do not have to search manually. - **Editor and tool extensions:** Integrations for editors and wherever code can be found, including the VSC extension. - **Privacy-first design:** A passthrough API that does not store your code, keeping sensitive source on your own system. - **Free monthly usage:** The API includes 250 free monthly invocations to try on VSC or your own extension. **Strengths:** Automates documentation continuously via Autopilot; Public API lets you build your own integrations; Enriches explanations with Stack Overflow and linked docs; Privacy-first passthrough that does not store code **Limitations:** Best value comes from the VSC/editor extensions, so CLI-only users get less; Autopilot quality depends on the underlying models used; The product's marketing and examples date from the GPT-3 era and updates are infrequent; Plain-English explanations still need review for critical code [Profile (Markdown)](https://openaitools.app/tool/stenography.md) ## Frequently Asked Questions ### How do Glean and Stenography compare in monthly traffic? Glean has 3,301,875 monthly visits, while Stenography has 973. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Glean has a month-over-month growth rate of +0.1%; Stenography has -44.8%. ### How does pricing compare? Glean: Contact for Pricing. Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase. Stenography: Freemium, Paid, Contact for Pricing. Stenography is freemium: the API includes 250 free invocations per month on VSC or your own extension. Paid plans are available for heavier use, and enterprise or custom arrangements are handled by contacting the team. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) | | 2 | [Cursor](https://openaitools.app/tool/cursor-sh) | 4,790,129 | +6.5% | Freemium | The AI coding agent that turns ideas into shipped software | [.md](https://openaitools.app/tool/cursor-sh.md) | | 3 | [DeepWiki by Cognition](https://openaitools.app/tool/deepwiki-by-congnition) | 879,539 | -3.1% | Free | AI-generated wikis and chat for any public GitHub repository | [.md](https://openaitools.app/tool/deepwiki-by-congnition.md) | | 4 | [Trae](https://openaitools.app/tool/trae) | 702,366 | -7.8% | Freemium | An AI IDE and coding agent that works on your project, not just your cursor | [.md](https://openaitools.app/tool/trae.md) | | 5 | [Dust](https://openaitools.app/tool/dust) | 547,217 | +1.8% | Contact for Pricing | Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search. | [.md](https://openaitools.app/tool/dust.md) | | 6 | [Gumloop](https://openaitools.app/tool/gumloop) | 379,557 | -21.1% | Freemium, Paid, Contact for Pricing | Build, share, and control AI agents that actually do the work | [.md](https://openaitools.app/tool/gumloop.md) | | 7 | [Mintlify](https://openaitools.app/tool/mintlify) | 248,197 | -22.9% | Freemium, Free Trial, Paid, Contact for Pricing | The intelligent documentation platform that keeps itself up to date | [.md](https://openaitools.app/tool/mintlify.md) | | 8 | [Moveworks](https://openaitools.app/tool/moveworks) | 168,527 | -4.3% | Contact for Pricing | Automates employee IT and HR support requests exceptionally well, but focuses less on general universal document search. | [.md](https://openaitools.app/tool/moveworks.md) | | 9 | [Workik](https://openaitools.app/tool/workik) | 167,268 | -26.3% | Freemium | Context-aware AI that plans, codes, tests, and documents across your engineering workflows | [.md](https://openaitools.app/tool/workik.md) | | 10 | [Kore.ai](https://openaitools.app/tool/kore-ai) | 143,328 | -18.2% | Contact for Pricing | Deploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search. | [.md](https://openaitools.app/tool/kore-ai.md) | --- Source: https://openaitools.app/compare/glean-vs-stenography More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)