Set monthly limits before Glean agents expand across departments. Enterprise Flex includes everyday search and fast-mode chat. Premium models, agent runs, and several other features use pooled FlexCredits. Apply limits at each level from a department down to a single agent, then watch the Usage dashboard before the pool runs out.
When you need this
- A Glean contract is being negotiated, and finance asks what drives cost beyond seats.
- Agents move from a few builders to scheduled runs across departments.
- Premium models are turned on, or Auto mode picks them.
Evaluation criteria
Which pricing model you are on
Is the contract on Enterprise Flex, Glean Core Suite, or a legacy Glean Enterprise plan?
Look forConfirm the contract model. Enterprise Flex includes per-user seats and pooled FlexCredits, with extra packs available. Core Suite adds Model Hub usage at provider API rates against an upfront commit. Its Flexible Model Management fee is a share of LLM usage. Legacy Enterprise customers move to Flex at term end.
What a seat includes
Which everyday features cost nothing beyond the seat?
Look forExclude unlimited features from usage estimates. Basic search, fast-mode Assistant queries, Collections, Go Links, the people directory, and agent creation are unlimited. Standard-model Thinking and Adaptive Reasoning queries are included up to 100 per user per week.
What consumes credits
Which features draw on the pool, and how much?
Look forEstimate Premium-model use and agent runs, which consume about 7 FlexCredits at the median and 114 at the 90th percentile. Slide generation uses about 45 and 142. Budget for meeting notes, Code Writer, and voice. Learned memories begin billing November 7, 2026.
Limits and alerts
What stops a runaway agent or a Premium-model habit?
Look forSet a company-wide monthly limit, then tighter ones for departments and for single users or agents. Choose alert timing and what happens at the limit. Disable unnecessary Premium models in the Admin console.
Auto mode policies
Which Auto mode policy does each department get?
Look forSince October 15, 2026, admins on Glean-key deployments can assign each department an Auto mode policy: Economy, Balanced, or Frontier. Managed-rollout deployments get it on October 29. Glean removed the Fast, Adaptive, and Thinking pickers in its October 22 release, while its Enterprise Flex rate card still prices queries by those modes. Confirm with Glean how Auto mode queries are metered.
Usage visibility
Can you see which teams, models, and agents drive consumption?
Look forReview the Usage dashboard by product type, user, model, and department. Export data for monthly reports.
Discounts you can earn
Would your own model keys or your own cloud lower the bill?
Look forCompare seat and FlexCredit discounts for your own LLM keys or cloud hosting against the model and compute costs you would pay.
Questions to ask vendors
- How many FlexCredits does our base pool include, and what does an extra pack cost?
- Which models count as Premium for our deployment, and can we keep them off by default?
- What happens to unused credits at the end of the term?
- Are Protect+ and Premium Support priced as site-wide annual fees in our quote, and is Premium Support 12% of license fees, as Metronome's pricing index reports?
Red flags
- Budgeting from seat count alone, with no estimate of agent runs.
- Auto mode free to pick Premium models with no monthly limit set.
- Scheduled agents running across departments with no per-agent limit.
- Learned memories left on without a plan for billing from November 7, 2026.
Products in this piece
Sources
- Official documentation
- 7
- Public source
- 4
- Glean docs: Glean Enterprise Flex pricing
- Glean docs: Glean Core Suite pricing
- Glean docs: Usage dashboard for Enterprise Flex
- Glean: AI usage controls
- Glean docs: Supported LLMs
- Glean release notes: October 22, 2026 (release 564)
- Glean docs: Glean deployment models
- PeerSpot review by a senior support engineer: Unified data search (Mar 16, 2026)
- Hacker News comment on unifying search tools and their cost (Aug 27, 2026)
- PeerSpot review by an analyst at a financial services firm: low-code policy agents (Mar 20, 2026)
- Metronome: Glean pricing index (viewed Oct 25, 2026)