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Glean Enterprise Flex, Glean’s new pricing model, delivers both predictability and flexibility for your organization. With Enterprise Flex you get the simple budgeting of a per-user license, combined with a pooled allowance of pay-per-use credits when your organization extensively uses advanced Al features. Glean includes a pool of credits as part of the per-user licenses and you only pay when you go above the initial allocation.

Enterprise Flex Seats

Licensed on a per-user, per-month basis, Enterprise Flex Seats are designed to be deployed to every employee in your organization, offering extensive use of everyday AI search and chat connected to your organization’s entire data corpus, and include:
FeatureUsage Model (and Limits)CapabilitiesAccess Surfaces
Glean AssistantFast Mode QueriesUnlimited
  • Search (all enterprise + world data)
  • Chat
  • Doc upload
  • Image understanding
  • Data analysis
  • Canvas
  • Browser (App, Companion, Sidebar)
  • Desktop App
  • Mobile App
  • “Glean In..” embedded apps
Thinking Mode Queries w/ Standard ModelsIncluded, up to 100/user/week*.

Excess usage consumes FlexCredits at current rate card
  • Search (all enterprise + world data)
  • Chat
  • Doc upload
  • Image understanding
  • Data analysis
  • Canvas
  • Browser (App, Companion, Sidebar)
  • Desktop App
  • Mobile App
  • “Glean In..” embedded apps
Thinking Mode Queries w/ Premium ModelsConsumes FlexCredits at current rate card
  • Search (all enterprise + world data)
  • Chat
  • Doc upload
  • Image understanding
  • Image generation
  • Data analysis
  • Canvas
  • Browser (App, Companion, Sidebar)
  • Desktop App
  • Mobile App
  • “Glean In..” embedded apps
Deep ResearchConsumes FlexCredits at current rate card
  • Research report generations
  • Canvas editing
  • Output to external editors
  • Browser
  • Desktop App
  • Mobile App
Collections & Go LinksUnlimited
  • Knowledge collections
  • Go links & pins
  • Browser
  • Desktop App
  • Mobile App
People DirectoryUnlimited
  • People directory, teams, and org charts
  • Browser
  • Desktop App
  • Mobile App
Glean AgentsAgent RunsConsumes FlexCredits at current rate card
  • Agent Engine
  • Agent orchestration
  • Native and MCP tool use
  • Agent triggers
  • Browser
  • Desktop App
  • Mobile App
  • Assistant queries that trigger an Agent
  • Embedded Integrations that trigger an Agent
Agent Creation, Testing, SharingUnlimited
  • Agent Builder
  • Agent Library
  • Browser
  • Desktop App
  • Mobile App
Embedded Application ExperiencesEmbedded IntegrationsConsumes Fast Mode Queries, Thinking Mode Queries, and Agent Runs at same entitlements, limits, and rates as Glean Assistant
  • Glean in ServiceNow
  • Glean in Zendesk
  • Glean in Service Cloud
  • Glean in Slack
  • Glean in Zoom
  • Glean in Microsoft Teams
  • Glean in GitHub
  • Glean in Miro
  • Embedded in applications as a plugin or app
  • Thinking Queries that consume > 30 FlexCredits will be counted as multiple queries.
  • One prompt and response forms a single query, asking follow-up queries are counted as additional queries.
  • Responding to clarifying questions in a Thinking Query are part of the original query.
  • For Assistant queries that route to an agent, the agent run will consume FlexCredits
  • Enterprise Flex Seats and FlexCredits are discounted for customers who choose to supply their own LLM keys and/or self-host Glean in their private cloud instance to compensate for compute and model infrastructure costs the customer bears.

Developer Tools

Licensed on a usage basis, Glean’s Developer Tools enable you to extend the Glean platform to other apps and surfaces, provide enterprise context to Agents you build on other platforms, and to power your own in-house AI applications with Glean.
FeatureUsage Model (and Limits)CapabilitiesAccess Surfaces
Glean Developer ToolsClient APIsConsumes FlexCredits at current rate card
  • Search API
  • Chat API
  • Agents API
  • Client API endpoint
  • MCP Server
  • Agent toolkits
Platform & Admin APIsUnlimited
  • Web SDK
  • Authentication API
  • Activity API
  • API endpoints
Data Indexing & Actions/Tools APIsUnlimited
  • Indexing API
  • Connector API
  • Actions API
(enable connecting custom apps and data sources to Glean)
  • API endpoints

Glean Platform

Features included in Glean Enterprise Flex Seats and FlexCredit usage-based features are enabled by underlying Glean Platform capabilities. Glean Platform capabilities are not separately licensed, rather their usage to support Enterprise Flex Seats and FlexCredit features are included in both the price of Seats and FlexCredits to support these features.
FeatureUsage Model (and Limits)Capabilities
Glean Platform CapabilitiesGlean SearchUsage licensed and governed by limits in Glean Assistant, Glean Agents and Glean APIs
  • Hybrid search index
  • Enterprise graph and Personal graphs
Glean Agent Infrastructure
  • Agent engine
  • Agent builder
  • Agent orchestration
  • Agent observability
Model Hub
  • Access to leading models for Glean Assistant and Agents
  • Glean Universal Model Key
Connections, Actions
  • Indexing connectors
  • Federated search connectors
  • Live query connectors
  • Native actions in applications
  • MCP-host actions
MCP Support
  • Hosted MCP Server
  • MCP Host support for Actions
  • MCP directory
Admin Console and Insights Dashboard
  • Sensitive findings dashboard
  • AI security models
Glean Protect
  • Data protection and governance
  • Permissions enforcement
  • Compliance and certifications
Glean Protect+Protect+Licensed site-wide as an annual fee
  • Sensitive content models, dashboards, and auto-remediation
  • Prompt injection, jailbreak, and toxic content protection
Premium SupportPremium SupportLicensed site-wide as an annual fee
  • 24x7 availability
  • 1-hour critical issue response SLA

FlexCredits

FlexCredits unlock advanced, pay-per-use capabilities for every user on the Glean Platform. FlexCredits are shared and pooled at the organizational level, and make it simple for users to access advanced features and additional consumption beyond included seat capabilities. Enterprise Flex Agreements always include a generous base pool of FlexCredits for the organization, so every user can make daily use of advanced capabilities. Additional FlexCredits can be added at any time as needed by purchasing additional FlexCredit Packs. Metered capabilities on the Glean Platform consume FlexCredits at runtime, on either a fixed basis per run, or on a variable basis depending upon the complexity of the AI task. FlexCredit consumption per capability is outlined in the Rate Card below. FlexCredits are a measure of the complexity of the tasks Glean performs for each query, capability, or Agent run, and vary depending on the complexity of agentic task planning, understanding, and orchestration; data indexed, searched, and retrieved; quality, evals, security, and governance analysis and enforcements; response synthesis; tools used and actions taken in connected applications; as well as underlying compute and LLM infrastructure used. Because delivering Assistant responses and Glean Agent outcomes exercise the entire Glean Platform, FlexCredits pay for the usage of the entire platform’s capabilities to deliver the AI outcomes at hand. Infrastructure costs are a minor portion of a FlexCredit’s total value, however FlexCredits are discounted for customers who choose to supply their own LLM keys and/or self-host Glean in their private cloud instance to compensate for compute and model infrastructure costs the customer bears.

Rate Card

This rate card outlines the current rates for Glean features and capabilities with Glean Enterprise Flex. Rates may be adjusted by Glean on a periodic basis, new capabilities will be added as they are made available, and typical consumption rates will be updated occasionally as shifting trends are observed across the user base.
Capability/FeatureUnitFlexCredits per unit usageTypical FlexCredits consumed per unit usage
from Glean Assistant or Embedded Appsfrom Client APIs50 percentile90 percentile
Basic Search QueryQuery0 (Unlimited)1N/AN/A
Fast Mode Assistant QueryQuery0 (Unlimited)Variable~1~6
Thinking Mode Assistant Query (Basic/Standard Models)Query, including answering any clarifying questionsVariable~7~24
Thinking Mode Assistant Query (Premium Models)Query, including answering any clarifying questionsVariable~8~120
Deep Research RunRunVariable~105~445
Glean Agent RunRunVariable~20~200

Model Tiers

We provide a wide range of models for Glean Assistant and Glean Agents that are categorized into Basic, Standard, and Premium based on their reasoning capabilities and overall cost to run. For Glean Assistant the use of Basic and Standard models in fast mode are included in Enterprise Flex Seats, while using Premium models incurs FlexCredits. For Glean Agents, each agent run uses a variable number of FlexCredits, determined by the complexity of an agent including how many data sources it searches, how many steps it takes, how much memory it maintains, how many actions it executes, and the model used for each step. Agents that use higher-tiered models will consume more FlexCredits than agents that use lower-tiered models.
Model TierModel FamilyModels
BasicOpenAI (via Azure or OpenAI)
  • GPT 5 mini
  • GPT 5 nano
  • GPT 4.1 mini
  • GPT-4o-mini
Google Gemini (via Google Vertex AI)
  • Gemini 2.5 Flash
  • Gemini 2.0 Flash
Llama (via Google Vertex AI or Amazon Bedrock)
  • Llama 4 Maverick
  • Llama 4 Scout
StandardOpenAI (via Azure or OpenAI)
  • GPT 5.2
  • GPT 5.1
  • GPT 5
  • GPT 4.1
  • GPT-4o
  • o3
  • o3-mini
  • o4-mini
Google Gemini (via Google Vertex AI)
  • Gemini 3.0 Pro Preview
  • Gemini 2.5 pro
Anthropic (via Google Vertex AI or Amazon Bedrock)
  • Claude 4.5 Sonnet
  • Claude 4 Sonnet
  • Claude 3.7 Sonnet
  • Claude 3.5 Sonnet V2
  • Claude 4.5 Haiku
  • Claude 3.5 Haiku
Amazon
  • Amazon Nova Pro 1.0
DeepSeek
  • R-1
PremiumGoogle Gemini (via Google Vertex AI)
  • Nano Banana Pro (Gemini 3 Pro Image)
Models and their respective tiers were last updated on December 16th, 2025.

Legacy Glean Enterprise customers

In addition to the features included in Glean Enterprise, you will have access to the following Enterprise Flex capabilities. You will have access to these capabilities through the length of your current term at which point, you will need to move entirely to Glean Enterprise Flex. These capabilities were launched as part of Glean Enterprise Flex and are not included in Glean Enterprise. We will be providing a set of base credits for these new capabilities. At the point that you move to Glean Enterprise Flex, you will receive an allocation of base credits as part of your Enterprise Flex Seat.

Enterprise Flex capabilities

With Enterprise Flex, you have access to advanced capabilities:
FeatureUsage Model (and Limits)CapabilitiesAccess Surfaces
Glean AssistantThinking Mode Queries w/ Standard ModelsIncluded, up to 100/user/week*
Excess usage consumes FlexCredits at current rate card
  • Search (all enterprise + world data)
  • Chat
  • Doc upload
  • Image understanding
  • Data analysis
  • Canvas
  • Browser (App, Companion, Sidebar)
  • Desktop App
  • Mobile App
  • “Glean In..” embedded apps
Thinking Mode Queries w/ Premium ModelsConsumes FlexCredits at current rate card
  • Search (all enterprise + world data)
  • Chat
  • Doc upload
  • Image understanding
  • Image generation
  • Data analysis
  • Canvas
  • Browser (App, Companion, Sidebar)
  • Desktop App
  • Mobile App
  • “Glean In..” embedded apps
Deep ResearchConsumes FlexCredits at current rate card
  • Research report generations
  • Canvas editing
  • Output to external editors
  • Browser
  • Desktop App
  • Mobile App
Glean AgentsAdvanced Agent RunsConsumes FlexCredits at current rate card
  • Agent orchestration
  • Native and MCP tool use
  • Agent triggers
  • Agent looping (beta)
  • Browser
  • Desktop App
  • Mobile App
  • Assistant queries that trigger an Agent
  • “Glean In..” embedded apps that trigger an agent
  • Thinking Queries that consume > 30 FlexCredits will be counted as multiple queries
  • One prompt & response forms a single query, asking follow-up queries are counted as additional queries
  • Responding to clarifying questions in a Thinking Query are part of the original query
  • For Assistant queries that route to an agent, the agent run will consume FlexCredits
  • Glean provides additional FlexCredits for customers who choose to supply their own LLM keys to compensate for compute and model infrastructure costs the customer bears

Rate Card

This rate card outlines the current rates for Glean features and capabilities. Rates may be adjusted by Glean on a periodic basis, new capabilities will be added as they are made available, and typical consumption rates will be updated occasionally as shifting trends are observed across the user base.
Capability / FeatureUnitFlexCredits per unit usageTypical FlexCredits consumed per unit usage
50th percentile90th percentile
from Glean Assistant or Embedded Appsfrom Client APIs
Thinking Mode Assistant Query (Basic/Standard Models)Query, including answering any clarifying questionsVariable~7~24
Thinking Mode Assistant Query (Premium Models)Query, including answering any clarifying questionsVariable~8~120
Deep Research RunRunVariable~105~445
Advanced Glean Agent RunRunVariable~150~450

Model Tiers

We provide a wide range of models for Glean Assistant and Glean Agents that are categorized into Basic, Standard, and Premium based on their reasoning capabilities and overall cost to run. For Glean Assistant the use of Basic and Standard models in fast mode are included in Glean Enterprise, while using Premium models incurs FlexCredits. For Glean Agents, each agent run uses a variable number of FlexCredits, determined by the complexity of an agent including how many data sources it searches, how many steps it takes, how much memory it maintains, how many actions it executes, and the model used for each step. Agents that use higher-tiered models will consume more FlexCredits than agents that use lower-tiered models. For legacy Glean Enterprise customers, agents that use premium models will incur FlexCredits.
Model TierModel FamilyModels
BasicOpenAI (via Azure or OpenAI)
  • GPT 5 mini
  • GPT 5 nano
  • GPT 4.1 mini
  • GPT-4o-mini
Google Gemini (via Google Vertex AI)
  • Gemini 2.5 Flash
  • Gemini 2.0 Flash
Llama (via Google Vertex AI or Amazon Bedrock)
  • Llama 4 Maverick
  • Llama 4 Scout
StandardOpenAI (via Azure or OpenAI)
  • GPT 5.2
  • GPT 5.1
  • GPT 5
  • GPT 4.1
  • GPT-4o
  • o3
  • o3-mini
  • o4-mini
Google Gemini (via Google Vertex AI)
  • Gemini 3.0 Pro Preview
  • Gemini 2.5 Pro
Anthropic (via Google Vertex AI or Amazon Bedrock)
  • Claude Sonnet 4.5
  • Claude Sonnet 4
  • Claude 3.7 Sonnet
  • Claude 3.5 Sonnet V2
  • Claude 3.5 Haiku
  • Claude 4.5 Haiku
Amazon
  • Amazon Nova Pro 1.0
DeepSeek
  • R-1
PremiumGoogle Gemini (via Google Vertex AI)
  • Nano Banana Pro (Gemini 3 Pro Image)
Models and their respective tiers were last updated on December 16th, 2025.