GleanEnterprise
An enterprise AI platform that connects to company apps to power permission-aware search, an assistant, and agents over internal knowledge.
AI / LLM comparison
Glean vs Salesforce Agentforce
Pricing, pros, cons, and ideal use cases — side by side.
Salesforce AgentforceEnterprise
Salesforce native agent platform, priced per action via Flex Credits — the default choice if your system of record is already Salesforce.
At a glance
| Glean | Salesforce Agentforce | |
|---|---|---|
| Pricing | EnterpriseEnterprise pricing, quoted per organization and typically seat-based. | EnterpriseFlex Credits: $500 per 100,000 credits. Standard action = 20 credits ($0.10); voice action = 30 credits ($0.15). One action covers up to 10,000 tokens; larger actions bill as multiple. Alternative $2/conversation model. Salesforce Foundations includes 200,000 Flex Credits free on Enterprise Edition and above. |
| Category | AI / LLM | AI / LLM |
| Ideal for | Large enterprises with knowledge spread across many toolsTeams deploying an internal AI assistantOrganizations that need permission-aware AI search | Enterprises already standardized on SalesforceService Cloud organizations automating case deflectionSales orgs adding agent assist to existing pipelinesCompanies that want agents without a separate integration project |
Pros & cons
Glean
Pros
- Permission-aware search across the whole app estate
- Mature connector library for enterprise SaaS
- Assistant and agent layer on a trusted knowledge graph
- Strong fit for large, complex organizations
Cons
- Enterprise pricing and a real procurement process
- Value depends on broad connector deployment
- Overkill for small teams or simple stacks
Salesforce Agentforce
Pros
- Native access to Salesforce data with no integration layer
- Transparent per-action pricing after the Flex Credits change
- Free 200,000-credit allocation to pilot on Enterprise Edition and above
- Two pricing models so you can pick the cheaper one for your usage shape
- Inherits existing Salesforce permissions and audit trail
Cons
- The 10,000-token-per-action ceiling silently doubles costs on long actions
- Only makes sense if Salesforce is genuinely your system of record
- Costs scale with usage in a way seat-based buyers find hard to forecast
- Capability trails specialist CX vendors like Sierra and Decagon
Which should you choose?
Glean is built around large enterprises with knowledge spread across many tools; Salesforce Agentforce leans more toward enterprises already standardized on salesforce. Shortlist the one whose strengths line up with your biggest constraint.