
SpecialistThe AI workspace where teams and agents get work done together

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Ollama records 9,421,973 monthly visits with +4.3% growth and Free, Freemium, Paid pricing.

Enterprise AI grounded in your company's own knowledge
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | glean.com | ollama.com |
| Pricing Model | Contact for Pricing | Free, Freemium, Paid |
| Monthly Visits | 3.3M (3,301,875) | 9.42M (9,421,973) |
| MoM Traffic Delta | +4.86K (+0.1%) |
| +389.71K (+4.3%) |
| Primary Market & Share | 🇺🇸 United States (56.6%) | 🇨🇳 China (15.9%) |
|---|
| Direct Visits / mo | 2.63M | 4.02M |
|---|
| User Rating | 4.6 | 4.8 |
|---|
| Supported Platforms | Website | app, open-source, website |
|---|

Enterprise AI grounded in your company's own knowledge
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.
Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.
Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.
Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.
Run and build with open AI models locally or in the cloud
Install once and pull open-weight models by name; Ollama handles weights, quantization and versioning for you.
A built-in server exposes a straightforward REST API, so scripts, editors and agents can talk to local models with minimal setup.
Route requests to hosted open models when your laptop cannot hold the checkpoint you need, with per-token pricing and concurrency tiers.
Access families such as Llama, Qwen, DeepSeek, Gemma, Mistral and gpt-oss from a single interface.

SpecialistThe AI workspace where teams and agents get work done together

SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.
#2
Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.


Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.

Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.

Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.

SpecialistBuild, share, and control AI agents that actually do the work
Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.

SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.

SpecialistDeploys enterprise conversational assistants and automated workflows, but lacks Glean's unified organization-wide knowledge graph search.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.
SpecialistCloud API gateway providing instant access to thousands of models, trading local hardware privacy for cloud compute.
Free / Open-sourceOpen-source platform for building visual agentic workflows and RAG pipelines using local or cloud models.
Free / Open-sourceFeature-rich self-hosted web chat interface designed to manage and query local models like Ollama.
Builds collaborative enterprise AI agents connected to company knowledge, but offers less robust out-of-the-box universal search.
Free / Open-sourcePrivacy-first desktop app focused specifically on local document chat and RAG, unlike Ollama's general-purpose CLI runtime.
Free / Open-sourceDevelopment framework for connecting local models to external document stores and structured data sources.
SpecialistBuild, share, and control AI agents that actually do the work
Free / Open-sourceOpen-source desktop app for running models locally with a graphical interface, but heavier than Ollama's lightweight CLI.
SpecialistAutomates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.
Creates permission-aware context graphs and routes tasks across enterprise tools, but has a smaller connector library than Glean.