Changes / BI & analytics / Looker

Price increasemedium impact

Looker Conversational Analytics overage billing is coming ($3 / $20 per 1M tokens)

Usage beyond included monthly Conversational Analytics data tokens will incur overage fees billed monthly in arrears after a not-yet-stated date.

Promotional: no quota limits or overage fees→$3.00 per 1M input tokens; $20.00 per 1M output tokensper 1M tokens
At renewalRolling: applies when your current agreement ends

Who’s affected

Looker customers on Standard, Enterprise / Advanced or Embed / Elite who use Conversational Analytics. Anything beyond the included monthly data token allocation will be billed as overage once Google Cloud starts enforcement.

Not affected: Teams that don't use Conversational Analytics, or whose usage stays within the included monthly token allocation, will see no overage charges.

What it costs

Overage is billed monthly in arrears at list $3.00 per 1M input tokens and $20.00 per 1M output tokens, replacing today's promotional no-quota, no-fee period. The record gives no included allocation sizes, so the real cost depends on your query volume and on how much output (the more expensive side) each answer generates.

When to act

No start date is set, but Google Cloud promises at least 90 days notice via formal MSA communications, so use the promo period to measure usage now and be ready when the notice arrives.

Blast radius: Embedded apps or customer-facing features built on Conversational Analytics could start generating unplanned monthly overage, and quota enforcement may limit or block usage once it begins. Internal chargeback and budgets may need updating.

What should you do? decision tree

  1. you don't use Conversational Analytics or have it switched off for users
    Do nothing now; just watch for the MSA notice from Google Cloud.
  2. you use it today and don't know how many tokens you consume
    Start logging usage during the promo period and estimate monthly input and output tokens per team or app.
  3. estimated usage fits within the included monthly token allocation of your instance
    Set an alert near the quota and keep going; revisit when the billing start date is announced.
  4. estimated usage clearly exceeds the allocation, or you embed it in a customer-facing product
    Model overage at the list rates, raise it with your Google account team before the notice period starts, and decide whether to cap or limit access.
  5. projected overage isn't acceptable and can't be negotiated
    Restrict the feature to a few users, or move conversational use cases to another BI tool.

Options

Alternatives editorial picks, not sponsored

OmniModern BI with AI querying; fits teams wanting a Looker-like semantic layer.
SigmaSpreadsheet-style BI on the warehouse; fits business-user self-service.
Lightdashdbt-native BI; fits analytics engineering teams.
Power BIFits Microsoft-centric orgs wanting built-in Copilot-style features.

The facts straight from the source

Vendor / product
Looker · Conversational Analytics (Looker)
Change
Price increase
Effective
Rolling (at renewal)
No start date yet: Google Cloud will provide at least 90 days advance notice via formal MSA communications before billing and quota enforcement begin.
Plans affected
Standard, Enterprise / Advanced, Embed / Elite
Existing contracts
Google Cloud will provide at least 90 days advance notice via formal MSA communications before billing and quota enforcement begin.
Source
cloud.google.com
Evidence
“After this date, usage that extends beyond the instances included monthly data token allocation will be subject to overage fees. These will be billed at the end of each month based on actual usage during the billing period.”

Price as quoted: “Input data tokens: $3.00 per 1M tokens”

Facts above are extracted from the source and checked word-for-word before publishing. The guidance sections are AI-assisted analysis based only on those facts: a starting point, not legal or procurement advice. Spotted an error? Tell us.

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