ChatGPT vs Glean: Complete Comparison (2026)
An in-depth comparison of ChatGPT and Glean to help you choose the right tool for your business.
Last updated: November 2026
ChatGPT
7.2/10
OpenAI's general-purpose AI assistant for writing, research, coding, image creation and agent tasks, sold in individual, team and enterprise plans.
Glean
7/10
Glean is an enterprise work AI platform that searches company apps with permission controls, answers questions with citations, and runs agents for large organizations.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 7.2/10 | 7/10 |
| Integration | 7/10 | 10/10 |
| Analytics | 5/10 | 6/10 |
| Customization | 7/10 | 7/10 |
| Ease of Use | 9/10 | 7/10 |
| Support | 5/10 | 6/10 |
| Cost | 7/10 | 2/10 |
| Scalability | 8/10 | 9/10 |
| Security | 7/10 | 9/10 |
| Output Quality | 8/10 | 8/10 |
| Pricing | ||
| Free plan | Yes | No |
| Cheapest paid plan | $8/mo Go | Contact for pricing |
| Estimated cost for 10 users | $250/mo Business Standard | Contact for pricing |
| Features | ||
| AI Agents | ||
| API Access | ||
| Chatbots | ||
| Enterprise Controls | ||
| Knowledge Base Search | ||
| Text Generation | ||
| Code Generation | Not listed | |
| Data Analysis | Not listed | |
| Image Generation | Not listed | |
| Voice and Audio | Not listed | |
| Workflow Automation | Not listed | |
ChatGPT vs Glean cost by team size
| Team size | ChatGPT | Glean |
|---|---|---|
| 1 user | FreeFree | Contact for pricing |
| 5 users | $125/moBusiness Standard | Contact for pricing |
| 10 users | $250/moBusiness Standard | Contact for pricing |
| 25 users | $625/moBusiness Standard | Contact for pricing |
| 50 users | $1,250/moBusiness Standard | Contact for pricing |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Which One Should You Choose?
Why choose ChatGPT
- Has a free plan (Glean does not)
- Higher Cost score (7/10 vs 2/10)
- Higher Ease of Use score (9/10 vs 7/10)
- Better fit for freelancers (9/10 vs 1/10)
- Better fit for small business (8/10 vs 2/10)
Why choose Glean
- Higher Integration score (10/10 vs 7/10)
- Higher Security score (9/10 vs 7/10)
- Better fit for enterprise (10/10 vs 7/10)
Pros & Cons
ChatGPT
Pros
- Covers chat, deep research, image generation, voice and coding in a single subscription.
- Has a wide price range, from an $8 Go plan to Business seats at $20 per user on annual billing.
- Business data is not used for training, and Business includes SAML SSO and MFA.
- Standard and Premium seats can be mixed so heavy users get more capacity without upgrading everyone.
- Pro tiers bundle monthly API credits that developers can use.
Cons
- Usage caps vary by plan, change often, and are a frequent complaint from heavy users.
- Users report confident hallucinations and context loss in long threads.
- SCIM, role-based access and data residency require Enterprise through sales.
- Plus and individual plans have no annual billing discount.
- API usage is billed separately from all ChatGPT subscriptions.
Glean
Pros
- Glean lists more than 275 connected apps, so employees can search Slack, Drive, Jira, Salesforce and other tools from one place.
- Search results follow each source system's access controls, which lowers the risk of exposing data to the wrong people.
- AI answers include citations that link back to the source documents, so users can check them.
- Developers get Client and Indexing APIs, a Web SDK, agent toolkits and an MCP server for building on Glean.
- Its compliance certifications include SOC 2 Type II, ISO 27001, ISO 42001 and HIPAA.
Cons
- Glean publishes no prices; third-party reports put seats at about 50 dollars or more per user per month with minimums of roughly 100 seats.
- There is no free trial, and some reports describe proofs of concept as paid.
- Setup, permission configuration and relevance tuning take significant work from IT teams.
- Reviewers report renewal increases of about 3 to 12 percent a year and possible extra fees for premium support.
- Some users report answers that do not fully match the source data, and say the ranking is hard to customize.
Not sold on either?
Frequently Asked Questions
ChatGPT scores higher on our AI Software criteria: 7.2/10 against 7/10 for Glean. The largest gap is in Cost: 7/10 for ChatGPT and 2/10 for Glean.
ChatGPT has a free plan; Glean does not list one.
ChatGPT is the better fit for freelancers: we rate it 9/10 for them, against 1/10 for Glean.
