Glean Assistant vs nexos.ai (2026): which should you pick?
As of Nov 13, 2026, Glean Assistant and nexos.ai share a 1.8 GPA, neither has a free plan and their prices can't be set side by side, so the choice depends on which features you need.
Checked Nov 12, 2026 and Nov 13, 2026 · graded Nov 12, 2026 and Nov 13, 2026 by ToolGPA
They get the same grade on all five counts.
Price, platforms and features side by side. The table says where each price was read and when.
Glean Assistant
Workplace AI assistant that searches and acts across company apps
Paid
Which one is for you
Pick Glean Assistant if
- Makes sense if your company wants one assistant across its work apps
- Fits if IT will connect the apps and set permissions
Look elsewhere if
- Not for you if you're an individual: it's sold to organizations
- Skip it if you want a price or a trial before talking to sales
- Watch out: proactive AI, shared chat and cross-system workflows are beta
- Watch out: no phone or desktop apps are listed
Pick nexos.ai if
- Fits if you run a team and want one place with usage limits and roles for several models
- Makes sense if developers need one gateway API in front of several models
Look elsewhere if
- Not for you if you want a personal chat app, as the docs describe organisation settings
- Watch out: no plan or price is public, so you can't cost it before talking to them
- Skip it if you need a free trial, as none is on record
- Watch out: usage is measured in credits, so the monthly bill depends on how people chat
How we grade them
| 1.8GPAGlean AssistantWeak | 1.8GPAnexos.aiWeak | |
|---|---|---|
| Value for money | CNo price is published, so it sits in the middle. Access starts with a demo request. | CNo price is published in what we could read, so it sits in the middle, and with an organisation product you'd have to ask. Usage is counted in credits shown per chat. |
| Free plan and trial | FNo free plan and no trial. You ask for a demo. | FNo free plan or trial is on record, and the pricing pages sat behind a bot check when we looked. |
| Features | CAnswers from connected apps, documents, decks, dashboards and workflows. Several parts are beta. | CMulti-model chat, an agent builder, deep research, knowledge bases, memory and admin controls. The docs describe a business set-up, not a personal app. |
| Ease of use | CNo rating on record. A company rollout that needs app connections and permissions set up. | CNo rating on record. Admins have roles, limits and integrations to set up before a team can use it. |
| Platforms and integrations | BWeb, with Slack, Teams, GitHub, Jira and Excel. No phone or desktop app is listed. | BWeb workspace, plus a gateway API for applications and an integrations page in the docs. No phone or desktop app on record. |
| Best for | a workplace assistant over company apps | a business AI workspace with admin controls |
The GPA is the average of the five grades: an A is 4 points, an F is none. The full reasons are on each tool's page: Glean Assistant and nexos.ai. How we grade
Where they differ
- Glean Assistant also covers AI search and workflow automation.
- nexos.ai also covers no-code and research.
In commonWebChat assistantAI agents
At a glance
| Glean Assistant | nexos.ai | |
|---|---|---|
| Pricing | Paid | Paid |
| Starts at | Not published | Not published |
| Free plan | None | None |
| Free trial | None listed | None listed |
| Web | ||
| Made by | Glean | nexos.ai |
| Price read from | Not confirmed | Not confirmed |
| Checked | Nov 12, 2026 | Nov 13, 2026 |
Worth knowing
Glean Assistant
- There is no published price or free trial; access starts with a demo request.
- Several features, including proactive AI, shared chat and cross-system workflows, are marked beta.
- It is sold to organizations, not individuals.
- The pages read do not list phone or desktop apps; Slack and Teams are named as places it works.
nexos.ai
- Pricing could not be verified: nexos.ai answers automated requests with a bot check, so no plan or price is recorded.
- Usage in the Workspace is measured in AI Workspace credits, which the chat shows per conversation.
- The documentation describes a business product with organization settings, not a personal app.
Key features
Glean Assistant
- Answers from company context
- Responses draw on connected apps and are tied to what each person is permitted to see.
- Proactive suggestions
- In beta, it surfaces items that need attention, such as updates and blockers, and prepares next steps.
- Shared chat
- A beta feature lets teammates join one chat to work on shared artifacts, with voice available for real-time conversation.
- Content and analysis
- It generates documents, decks, dashboards and podcasts, and analyzes data from warehouses and BI tools.
- Work execution
- Skills and actions automate recurring work, and multi-step workflows across systems are in beta.
nexos.ai
- Multi-model chat
- Pick a model from one interface, or choose Auto and let nexos.ai route the request using the context and workspace rules. Models can be compared side by side.
- Agent Builder
- A no-code builder for reusable agents with their own instructions, tools, integrations and knowledge, with optional human approval steps.
- Deep Research and web search
- Chat supports web search and a Deep Research mode, plus file upload and analysis.
- Knowledge bases and memory
- Knowledge bases, memory and personalization, a prompt library and shared chats are documented.
- Admin controls
- Organization settings cover roles and permissions, usage limits and observability.
- Gateway API
- A separate Gateway API gives applications endpoints and authentication to reach models.
Plans
Glean Assistant
Pricing could not be confirmed. See glean.com.
nexos.ai
Pricing could not be confirmed. See nexos.ai.
Common questions
Which is cheaper, Glean Assistant or nexos.ai?
As of Nov 13, 2026, Glean Assistant has no price we could confirm, and nexos.ai has no price we could confirm.
Which has a free plan, Glean Assistant or nexos.ai?
As of Nov 13, 2026, neither Glean Assistant nor nexos.ai has a free plan.
More comparisons
How this page was made
- The verdict at the top follows a fixed rule. When both tools are in the same category and either is in our top three for it, the verdict follows that ranking: the higher-placed tool is our pick. The top three weigh who each tool suits as well as its grades, so a pick can go against the GPA. Otherwise the page does not pick one and says which grades higher: the higher GPA first; on a tie, the one with a free plan, then the one that starts cheaper in dollars a month, counted the same way for both; if they are still level, what the choice depends on.
- The grades are our own, from each tool’s review or report card. The GPA is their average.
- Prices, plans and platforms come from each tool’s listing. The table above says where each price was read and when.
- The differences and the answers to the questions are worked out from those listings.