LLM prices per 1M tokens

264 models · 161 price changes

BigQuery ML

Data platform · fee not published

Unverified

Carries 28 of the models tracked here, from its own model catalog, checked Nov 9, 2026.

About BigQuery ML

BigQuery ML remote models that call Vertex AI (Gemini Enterprise Agent Platform) models such as Gemini and Claude from SQL via ML.GENERATE_TEXT.

Fee on tokens
Not published
Pricing model
BigQuery bytes processed (on-demand or editions) plus the underlying Vertex AI model charges billed directly by that service; no separate BigQuery per-token rate for LLM calls
Bring your own key
No
Entry plan
Usage based
Hosting
Hosted

Features stated: none found. Not stated: Fallbacks, Load balancing, Caching, Guardrails, Observability, Rate limits, Budgets, Prompts, OpenAI-compatible, Bring your own key, Data residency, Private networking.

The terms, in their words

Markup
BigQuery bytes processed (on-demand or editions) plus the underlying Vertex AI model charges billed directly by that service; no separate BigQuery per-token rate for LLM calls
Providers
Google models on Agent Platform, Anthropic Claude models enabled on Agent Platform, and open models deployed to Agent Platform
  • The bytes processed by BigQuery are billed according to standard pricing such as on-demand or editions pricing.
  • For remote endpoint model pricing, you are billed directly by the above services.
  • Google models hosted on Gemini Enterprise Agent Platform ML.GENERATE_TEXT ML.GENERATE_EMBEDDING Generative AI on Gemini Enterprise Agent Platform batch pricing

Source: cloud.google.com/bigquery/pricing

BigQuery, the Gemini Enterprise Agent Platform (formerly Vertex AI), the Gemini API, Looker, AlloyDB and Spanner.

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