THE USEFUL ANSWER
Notion's 19 October announcement schedules existing customers to move to its new AI credit system on 2 November 2026. Business and Enterprise seats are described as including 1,500 monthly Standard credits and 500 Select credits.
Auto work uses Standard credits; choosing models and running Custom Agents uses Select credits. Inventory recurring jobs and inspect your own account terms before purchasing capacity.
Notion's reported routing savings are not a forecast of your bill or your team's total effort.
WHAT YOU'LL LEAVE WITH
A dated migration checklist and a per-job cost worksheet that separates routing claims, credit allowances, human review and availability limits.
- Budget Standard and Select credits separately.
- Count recurring runs, retries and review, not just the price of one prompt.
- Check actual account controls rather than relying on a coming-soon dashboard.
01The date matters more than the savings headline
If Notion is where your team already works, the 2 November change deserves a short review. It does not require a new tool stack.
Notion announced the system on 19 October, with new customers starting then and existing customers moving on 2 November. This is an upcoming transition, not a launch that happened today. Its announcement describes separate allowances for Auto and for selected models or Custom Agents. Verify your workspace's actual terms and renewal details. [1]
Swipe or scroll to compare
| Route | Announced allowance or scope | Check before relying on it |
|---|---|---|
| Standard | 1,500 credits per month for Business and Enterprise seats; Notion chooses the model. [1] | Which everyday jobs use Auto? |
| Select | 500 credits per month for those seats; selected models and Custom Agents. [1] | Who owns recurring agents and their consumption? |
| Existing ChatGPT subscription | Personal Notion Agent connection, not Custom Agents. [1] | Does the account and task surface qualify? |
| Bring your own key | Enterprise private alpha. [1] | Is your organization actually admitted? |
02Cheaper routing is not the same as cheaper operations
Notion reports similar results to selected frontier models at roughly 90 percent lower average cost across more than 20 common use cases. That is the vendor's evaluation, not an independently reproduced result or a guarantee for your jobs. [1]
A cheaper draft can still be expensive if someone spends half an hour correcting it. Equally, a more expensive run may be worthwhile if it completes the accepted work with less checking. Compare the whole job rather than choosing a model from one percentage.
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| Worksheet field | Record this |
|---|---|
| Useful output | The document, answer or approved update somebody actually needs. |
| Frequency | Scheduled runs plus retries and manual reruns. |
| Consumption | Observed credits and the allowance charged; unknown if not exposed. |
| Human effort | Preparation, review, corrections and maintenance time. |
| Acceptance | The checks required before the output is used. |
| Stop rule | The error, spend or review burden that pauses the job. |
03Keep approval separate from model confidence
The same announcement describes a new Review for me mode where another model checks actions. That is model-based review, not your approval and not an independent human reviewer. For changes affecting customers, commitments or shared records, decide who has authority and verify the actual configured permission path. [1]
The AI Command Center is described as coming soon. Do not build a budget-control procedure around a dashboard or spending control until it exists in your account. A maintained job list is a useful interim baseline. [1]
04Decide which work deserves an agent
Start with a repeated job whose inputs and acceptance rule are already clear. If the real delay is an absent approver or an outdated source document, cheaper execution will not remove it. A template, a fixed weekly review or stopping an unused report may be the better intervention.
Proposed pilot: compare a small set of equivalent jobs before and after the transition. Hold scope and acceptance criteria fixed, keep permission failures visible, and count total effort as well as credits. Stop expansion if you cannot explain the bill or verify the output. This pilot has not been performed here.
FOLLOW THE EVIDENCE
Sources & checks
- Notion: Agents, rebuilt to do more for less, 19 October 2026 ↗
2 November transition, Standard/Select allowances, vendor routing evaluation, subscription limitations, model review and planned Command Center.
CHECKED 2026-10-31 - Notion product release, 19 October 2026 ↗
Release-date cross-check and distinction between available features and coming-soon capabilities.
CHECKED 2026-10-31
Sources stay attached so you can check the argument. Meaningful revisions keep this address.