Cost of building and deploying AI models in Agent Platform

Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

You're charged only for requests that return a 200 response code. Requests returning any other response codes, such as 4xx and 5xx codes, aren't charged for the input or output.

This page covers pricing for Generative AI on Agent Platform. For all other Agent Platform pricing including ML Platform and MLOps services please refer to Agent Platform pricing page.

Flexible Savings Plans (FSPs) are spend-based committed use discounts that help you save money on your usage across eligible products on Google Cloud. For more information about how FSPs work and eligible products, see Flexible Savings Plans.

Google models

Gemini 3

Model

Type

Region

Price (/1M tokens) <= 200K input tokens

Price (/1M tokens) > 200K input tokens

Price (/1M tokens) <= 200K cached input tokens

Price (/1M tokens) > 200K cached input tokens

Gemini 3.1 Pro Preview

Input (text, image, video, audio)

Global

$2.00$4.00$0.20$0.40

Text output (response and reasoning)

Global

$12.00$18.00

N/A

N/A

Gemini 3.5 Flash

Input (text, image, video, audio)

Global

$1.50$1.50$0.15$0.15

Non-global*


$1.65$1.65$0.165$0.165

Text output (response and reasoning)

Global

$9.00$9.00

N/A

N/A

Non-global*

$9.90$9.90

N/A

N/A

Gemini 3.6 Flash

Input (text, image, video, audio)

Global

$1.50$1.50$0.15$0.15

Text output (response and reasoning)

Global

$7.50$7.50

N/A

N/A

Gemini 3.5 Flash-Lite


Input (text, image, video, audio)

Global

$0.30$0.30$0.03$0.03

Non-global*

$0.33$0.33$0.033$0.033

Text output (response and reasoning)

Global

$2.50$2.50

N/A

N/A

Non-global*

$2.75$2.75

N/A

N/A

Gemini 3 Flash Preview

Input (text, image, video)

Global

$0.50$0.50$0.05$0.05

Input (audio)

Global

$1.00$1.00$0.10$0.10

Text output (response and reasoning)

Global

$3.00$3.00

N/A

N/A

Gemini 3.1 Flash-Lite

Input (text, image, video)

Global

$0.25$0.25$0.025$0.025

Non-global*

$0.275$0.275$0.0275$0.0275

Input (audio)

Global

$0.50$0.50$0.05$0.05

Non-global*

$0.55$0.55$0.055$0.055

Text output (response and reasoning)

Global

$1.50$1.50

N/A

N/A

Non-global*

$1.65$1.65

N/A

N/A

Gemini 3.1 Flash-Lite Image (Nano Banana 2 Lite)

Input (text, image, video)

Global

$0.25

N/A

$0.025

N/A

Text output (response and reasoning)

Global

$1.50

N/A

N/A

N/A

Image Output****

Global

$30.00

N/A

N/A

N/A

Gemini 3.1 Flash Image (Nano Banana 2)

Input (text, image, video)

Global

$0.50

N/A

$0.05

N/A

Text output (response and reasoning)

Global

$3.00

N/A

N/A

N/A

Image Output***

Global

$60.00

N/A

N/A

N/A

Gemini 3 Pro Image (Nano Banana Pro)

Input (text, image)

Global

$2.00

N/A

$0.20

N/A

Text output (response and reasoning)

Global

$12.00

N/A

N/A

N/A

Image Output**

Global

$120.00

N/A

N/A

N/A

Model

Type

Region

Price (/1M tokens) <= 200K input tokens with Priority

Price (/1M tokens) > 200K input tokens with Priority

Price (/1M tokens) <= 200K cached input tokens with Priority

Price (/1M tokens) > 200K cached input tokens with Priority

Gemini 3.1 Pro Preview

Input (text, image, video, audio)

Global

$3.60$7.20$0.36$0.72

Text output (response and reasoning)

Global

$21.60$32.40

N/A

N/A

Gemini 3.5 Flash

Input (text, image, video, audio)

Global

$2.70$2.70$0.27$0.27

Non-global*

$2.97$2.97$0.297$0.297

Text output (response and reasoning)

Global

$16.20$16.20

N/A

N/A

Non-global*

$17.82$17.82

N/A

N/A

Gemini 3.6 Flash

Input (text, image, video, audio)

Global

$2.70$2.70$0.27$0.27

Text output (response and reasoning)

Global

$13.50$13.50

N/A

N/A

Gemini 3.5 Flash-Lite

Input (text, image, video, audio)

Global

$0.54$0.54$0.054$0.054

Non-global*

$0.594$0.594$0.0594$0.0594

Text output (response and reasoning)

Global

$4.50$4.50

N/A

N/A

Non-global*

$4.95$4.95

N/A

N/A

Gemini 3 Flash Preview

Input (text, image, video)

Global

$0.90$0.90$0.09$0.09

Input (audio)

Global

$1.80$1.80$0.18$0.18

Text output (response and reasoning)

Global

$5.40$5.40

N/A

N/A

Gemini 3.1 Flash-Lite

Input (text, image, video)

Global

$0.45$0.45$0.045$0.045

Non-global*

$0.495$0.495$0.0495$0.0495

Input (audio)

Global

$0.90$0.90$0.09$0.09

Non-global*

$0.99$0.99$0.099$0.099

Text output (response and reasoning)

Global

$2.70$2.70

N/A

N/A

Non-global*

$2.97$2.97

N/A

N/A

Gemini 3.1 Flash-Lite Image (Nano Banana 2 Lite)

Input (text, image, video)

Global

N/A

N/A

N/A

N/A

Text output (response and reasoning)

Global

N/A

N/A

N/A

N/A

Image Output****

Global

N/A

N/A

N/A

N/A

Gemini 3.1 Flash Image (Nano Banana 2)

Input (text, image, video)

Global

N/A

N/A

N/A

N/A

Text output (response and reasoning)

Global

N/A

N/A

N/A

N/A

Image Output***

Global

N/A

N/A

N/A

N/A

Gemini 3 Pro Image (Nano Banana Pro)

Input (text, image, video, audio)

Global

N/A

N/A

N/A

N/A

Text output (response and reasoning)

Global

N/A

N/A

N/A

N/A

Image Output**

Global

N/A

N/A

N/A

N/A

Model

Type

Region

Price (/1M tokens) <= 200K input tokens with Flex/Batch

Price (/1M tokens) > 200K input tokens with Flex/Batch

Price (/1M tokens) <= 200K cached input tokens with Flex/Batch

Price (/1M tokens) > 200K cached input tokens with Flex/Batch

Gemini 3.1 Pro Preview

Input (text, image, video, audio)

Global

$1.00$2.00

N/A

N/A

Text output (response and reasoning)

Global

$6.00$9.00

N/A

N/A

Gemini 3.5 Flash

Input (text, image, video, audio)

Global (Batch)

$0.75$0.75$0.075$0.075

Global (Flex)

$0.75$0.75$0.075$0.075

Non-global*

$0.825$0.825$0.0825$0.0825

Text output (response and reasoning)

Global

$4.50$4.50

N/A

N/A

Non-global*

$4.95$4.95

N/A

N/A

Gemini 3.6 Flash

Input (text, image, video, audio)

Global

$0.75$0.75$0.075$0.075

Text output (response and reasoning)

Global

$3.75$3.75

N/A

N/A

Gemini 3.5 Flash-Lite

Input (text, image, video, audio)

Global

$0.15$0.15$0.015$0.015

Non-global*

$0.165$0.165$0.0165$0.0165

Text output (response and reasoning)

Global

$1.25$1.25

N/A

N/A

Non-global*

$1.375$1.375

N/A

N/A

Gemini 3 Flash Preview

Input (text, image, video)

Global

$0.25$0.25

N/A

N/A

Input (audio)

Global

$0.50$0.50

N/A

N/A

Text output (response and reasoning)

Global

$1.50$1.50

N/A

N/A

Gemini 3.1 Flash-Lite

Input (text, image, video)

Global

$0.125$0.125$0.0125$0.0125

Non-global*

$0.1375$0.1375$0.01375$0.01375

Input (audio)

Global

$0.25$0.25$0.025$0.025

Non-global*

$0.275$0.275$0.0275$0.0275

Text output (response and reasoning)

Global

$0.75$0.75

N/A

N/A

Non-global*

$0.825$0.825

N/A

N/A

Gemini 3.1 Flash-Lite Image (Nano Banana 2 Lite)

Input (text, image, video)

Global

$0.125

N/A

$0.0125

N/A

Text output (response and reasoning)

Global

$0.75

N/A

N/A

N/A

Image Output****

Global

$15.00

N/A

N/A

N/A

Gemini 3.1 Flash Image (Nano Banana 2)

Input (text, image, video)

Global

$0.25

N/A

$0.025

N/A

Text output (response and reasoning)

Global

$1.50

N/A

N/A

N/A

Image Output***

Global

$30.00

N/A

N/A

N/A

Gemini 3 Pro Image (Nano Banana Pro)

Input (text, image)

Global

$1.00

N/A

$0.10

N/A

Text output (response and reasoning)

Global

$6.00

N/A

N/A

N/A

Image Output***

Global

$60.00

N/A

N/A

N/A

Pricing with grounding

Feature

Usage

Price (USD)

Grounding with Google Search & Web Grounding for Enterprise

Includes 5,000 Grounding Queries per month at no charge, aggregated across all Gemini 3 models.

Grounding Queries exceeding those limits are billed at $14 per 1,000 Grounding Queries. Please contact your account team if you require more than 1 million Grounding Prompts per day.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to a Google web index (each a “Grounding Query”) . You will be charged for each individual Grounding Query performed. Billing will start January 5, 2026. 

Input tokens provided by Grounding with Google Search or Web Grounding for Enterprise are not charged.

Customers may decide not to display Search Suggestions with Grounded Results in their Customer Applications at standard pricing for under 1 million Grounding Prompts per day.

0 count to 5,000 count
$0.00 (Free)
5,000 count and above
$14.00

Grounding with Google Maps

Includes 5,000 search queries per month at no charge, aggregated across all Gemini 3 models.

Maps queries exceeding those limits are billed at $14 per 1,000 queries. A customer-submitted request to Gemini may result in one or more queries to Google Maps. You will be charged for each individual query performed. Billing will start January 5, 2026

Input tokens provided by Google Maps are not charged.

0 count to 5,000 count
$0.00 (Free)
5,000 count and above
$14.00

Grounding with your data

$2.50 per 1,000 prompts.

$2.50

Computer Use Tool

Pricing is based on the total number of input tokens sent to the model and resulting output tokens generated. Token prices are based on the respective model used.

Starting with Gemini 3.5, function declarations are included in the input token count.

For additional detail, see documentation.

* For non-global endpoints, pricing will go into effect for the Generally available Gemini 3 and later families of models on July 1, 2026. Before July 1, 2026, Global endpoint pricing applies to Non-global endpoints.

* If a query input context is longer than 200K tokens, all tokens (input and output) are charged at long context rates.

* Tuned model endpoint will be 1.5 times of the base model.

** Gemini 3 Pro Image charges 560 tokens per input image, with output image costs scaling by resolution: 1120 tokens ($0.134) for 1K and 2K (roughly 1MP and 4MP), and 2000 tokens ($0.24) for 4K (roughly 16MP).

*** Gemini 3.1 Flash Image charges 1120 tokens per input image, with output image costs scaling by resolution: 747 tokens ($0.045) for 512 (roughly 0.25MP), 1120 tokens ($0.067) for 1K (roughly 1MP), 1680 tokens ($0.101) for 2K (roughly 4MP), and 2,520 tokens ($0.15) for 4K (roughly 16MP).

**** Gemini 3.1 Flash-Lite Image charges 1120 tokens per input image, and 1120 tokens ($0.034) for 1K (roughly 1MP) output images

Gemini 2.5

Model

Type

Token Price <= 200K tokens

Price > 200K tokens

Price <= 200K cached input tokens

Price > 200K cached input tokens

Gemini 2.5 Pro

Input (text, image, video, audio)

$1.25$2.50$0.125$0.25

Text output (response and reasoning)

$10.00$15.00

N/A

N/A

Gemini 2.5 Pro

Computer Use-Preview

Input (text, image, video, audio)

$1.25$2.50

N/A

N/A

Text output (response and reasoning)

$10.00$15.00

N/A

N/A

Gemini 2.5 Flash

Input (text, image, video)

$0.30$0.30$0.03$0.03

Audio Input

$1.00$0.30$0.10$0.10

Text output (response and reasoning)

$2.50$2.50

N/A

N/A

Gemini 2.5 Flash Image

Input (text, image)***

$0.30

N/A

N/A

N/A

Text output (response and reasoning)

$2.50

N/A

N/A

N/A

Image output***

$30.00

N/A

N/A

N/A

Gemini 2.5 Flash Live API

Input text

$0.50

$0.50

N/A

N/A

Input (video, image)

$3.00

$3.00

N/A

N/A

Audio Input

$3.00

$3.00

N/A

N/A

Text output

$2.00$2.00

N/A

N/A

1M output audio tokens

$12.00

$12.00

N/A

N/A

Gemini 2.5 Flash Lite

Input (text, image, video)

$0.10

$0.10

$0.01

$0.01

Audio Input

$0.30

$0.30

$0.03

$0.03

Text output (response and reasoning)

$0.40$0.40

N/A

N/A

Model

Type

Price (/1M tokens) <= 200K input tokens with Priority

Price (/1M tokens) > 200K input tokens with Priority

Price (/1M tokens) <= 200K cached input tokens with Priority

Price (/1M tokens) > 200K cached input tokens with Priority

Gemini 2.5 Pro

Input (text, image, video, audio)

$2.25$4.50$0.225$0.45

Text output (response and reasoning)

$18.00$27.00

N/A

N/A

Gemini 2.5 Pro

Computer Use-Preview

Input (text, image, video, audio)

N/A

N/A

N/A

N/A

Text output (response and reasoning)

N/A

N/A

N/A

N/A

Gemini 2.5 Flash

Input (text, image, video)

$0.54$0.54$0.054$0.054

Audio Input

$1.80$1.80$0.18$0.18

Text output (response and reasoning)

$4.50$4.50

N/A

N/A

Gemini 2.5 Flash Image

Input (text, image)***

N/A

N/A

N/A

N/A

Text output (response and reasoning)

N/A

N/A

N/A

N/A

Image output***

N/A

N/A

N/A

N/A

Gemini 2.5 Flash Live API

1M input text tokens

N/A

N/A

N/A

N/A

1M input audio tokens

N/A

N/A

N/A

N/A

1M input video/image tokens

N/A

N/A

N/A

N/A

1M output text tokens

N/A

N/A

N/A

N/A

1M output audio tokens

N/A

N/A

N/A

N/A

Gemini 2.5 Flash Lite

Input (text, image, video)

$0.18$0.18$0.018$0.018

Audio Input

$0.54$0.54$0.054$0.054

Text output (response and reasoning)

$0.72$0.72

N/A

N/A

Model

Type

Price (/1M tokens) <= 200K input tokens with Flex/Batch

Price (/1M tokens) > 200K input tokens with Flex/Batch

Gemini 2.5 Pro

Input (text, image, video, audio)

$0.625$1.25

Text output (response and reasoning)

$5.00$7.50

Gemini 2.5 Pro

Computer Use-Preview

Input (text, image, video, audio)

N/A

N/A

Text output (response and reasoning)

N/A

N/A

Gemini 2.5 Flash

Input (text, image, video)

$0.15$0.15

Audio Input

$0.50$0.50

Text output (response and reasoning)

$1.25$1.25

Gemini 2.5 Flash Image

Input (text, image, video)***

$0.15

N/A

Text output (response and reasoning)

$1.25

N/A

Image output***

$15.00

N/A

Gemini 2.5 Flash Live API

1M input text tokens

N/A

N/A

1M input audio tokens

N/A

N/A

1M input video/image tokens

N/A

N/A

1M output text tokens

N/A

N/A

1M output audio tokens

N/A

N/A

Gemini 2.5 Flash Lite

Input (text, image, video)

$0.05$0.05

Audio Input

$0.05$0.05

Text output (response and reasoning)

$0.20$0.20

Pricing with grounding

Feature

Usage

Price (USD)

Grounding with Google Search

Gemini 2.0 Flash, 2.5 Flash and 2.5 Flash-Lite include a combined 1,500 Grounding Prompts per day at no additional charge. Gemini 2.5 Pro includes 10,000 Grounding Prompts per day at no additional charge.

Grounding Prompts exceeding those limits are billed at $35 per 1,000 Grounding Prompts. Please contact your account team if you require more than 1 million Grounding Prompts per day.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to a Google web  index (each a “Grounding Query”)**. Even if multiple Grounding Queries are sent, there is only one charge for a Grounding Prompt.

0 count to 10,000 count
$0.00 (Free)
10,000 count and above
$35.00

Web Grounding for enterprise

$45 per 1,000 Grounding Prompts. Please contact your account team if you require more than 1 million Grounding Prompts per day.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to a Google web index (each a “Grounding Query”)**. Even if multiple Grounding Queries are sent, there is only one charge for a Grounding Prompt.

$45.00

Grounding with your data

$2.5 per 1,000 requests.

$2.50

Grounding with Google Maps

$25 per 1,000 grounded prompts.

One grounded prompt is a request sent to Gemini that makes at least 1 query to Google Maps.

0 count to 1,500 count
$0.00 (Free)
1,500 count and above
$25.00

* If a query input context is longer than 200K tokens, all tokens (input and output) are charged at long context rates.

* Tuned model endpoint has the same prediction price as the base model.

** Grounding with Google Search and Web Grounding for Enterprise are billed only when a Grounding Prompt successfully returns sources (i.e., results containing at least one support URL from the web). Gemini model usage fees apply separately.

*** A 1024x1024 image consumes 1290 tokens ($0.039 per 1K output image). Per image token count varies by image resolution. For more information on how to calculate tokens, you can refer to our documentation.

**** Computer Use billing uses the Gemini 2.5 Pro SKU, to split out Computer Use costs, apply billing tags. See more here.

  • LiveAPI Session's Context Window billing explained: You are charged per turn for all tokens present in the Session Context Window. The Session Context Window includes new tokens (current turn) + all accumulated tokens from previous turns. This means tokens from past turns are re-processed and accounted for in each new turn, up to your configured context window size. A "turn" is one user input and the model's response.
  • Proactive Audio Mode: When enabled, input tokens are charged while LiveAPI is listening. Output tokens are only charged when the API responds.
  • When audio to text transcription is enabled, all text tokens generated for transcription are charged at the text token output rate.

Gemini 2.0

Gemini 2.0 is billed based on tokens. To calculate the number of input tokens in your request prior to sending the request, you can use the SDK tokenizer or the countTokens API. If your request fails with a 400 or 500 error, you won't be charged for the tokens used.

Use the toggle in the pricing table to compare token-based pricing and modality-based pricing.

Model

Type

Price /1M tokens (USD)

Price /1M tokens (USD) with Batch API

Gemini 2.0 Flash

Input text

$0.15$0.075

Input audio

$1.00$0.50

Output text

$0.60$0.30

Tuning training

$0.003

Gemini 2.0 Flash Image Generation

Input tokens

$0.15

Input audio tokens

$1.00

Input video tokens

$0.15

Output text tokens

$0.60

Output image tokens

$30.00

Gemini 2.0 Flash Live API

Input text tokens

$0.50

Input audio tokens

$3.00

Input video/image tokens

$3.00

Output text tokens

$2.00

Output audio tokens

$12.00

Gemini 2.0 Flash Lite

Input tokens

$0.075$0.0375

Input audio tokens

$0.075$0.0375

Output text tokens

$0.30$0.15

Tuning for training tokens

$0.001

* Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

* Training tokens are calculated by the total number of tokens in your training dataset, multiplied by your number of epochs.

* PDFs are billed as image input, with one PDF page equivalent to one image.

* Tuned model endpoint has the same prediction price as the base model.

* Gemini 2.0 Flash Live API: 25 tokens per second of audio (input/output), 258 tokens per second of video (input). Grounding with Google Search remains free of charge while Gemini 2.0 Flash Live API is in Preview.

The below modality pricing is based on average use cases for reference only. Actual billing will only be based on tokens:

  • 4 characters result in approximately 1 text token including white space.
  • For an 1024x1024 image, it consumes 1290 tokens. Per image token count varies by image resolution. For more information on how to calculate tokens, you can refer to our documentation.
  • Video input consumes 258 tokens per second at the sample rate of one frame per second. Video with audio bills for both video tokens and audio tokens.
  • Audio input consumes 25 tokens per second without timestamp.

Model

Type

Price (/1M tokens) (USD)

Price (/1M tokens) (USD) with Batch API

Gemini 2.0 Flash

Input text ($/M char)

$0.0375

$0.01875

Input image ($/image)

$0.0001935

$0.00009675

Input video ($/sec)

$0.0000387

$0.00001935

Input audio ($/sec)

$0.000025

$0.0000125

Output text ($/M char)

$0.15

$0.075

Gemini 2.0 Flash Image Generation

Input text ($/M char)

$0.0375

Input image ($/image)

$0.0001935

Input video ($/sec)

$0.0000387

Input audio ($/sec)

$0.000025

Output text ($/M char)

$0.15

Output image image ($/image)

$0.04

Gemini 2.0 Flash Lite

Input text ($/M char)

$0.01875

$0.009375

Input image ($/image)

$0.00009675

$0.000048375

Input video ($/sec)

$0.00001935

$0.000009675

Input audio ($/sec)

$0.000001875

$0.000000938

Output text ($/M char)

$0.075

$0.0375

* Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

* Training tokens are calculated by the total number of tokens in your training dataset, multiplied by your number of epochs.

* PDFs are billed as image input, with one PDF page equivalent to one image.

* Tuned model endpoint has the same prediction price as the base model.

* Gemini 2.0 Flash Live API: 25 tokens per second of audio (input/output), 258 tokens per second of video (input). Grounding with Google Search remains free of charge while Gemini 2.0 Flash Live API is in Preview.

Price with Grounding

Feature

Usage

Price (USD)

Grounding with Google Search*, **

Gemini 2.0 Flash, 2.5 Flash and 2.5 Flash-Lite include a combined 1,500 Grounding Prompts per day at no additional charge. Gemini 2.5 Pro includes 10,000 Grounding Prompts per day at no additional charge.

Grounding Prompts exceeding those limits are billed at $35 per 1,000 Grounding Prompts. Please contact your account team if you require more than 1 million Grounding Prompts per day.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to a Google web  index (each a “Grounding Query”)**. Even if multiple Grounding Queries are sent, there is only one charge for a Grounding Prompt.

0 count to 10,000 count
$0.00 (Free)
10,000 count and above
$35.00

Web Grounding for enterprise*, **

$45 per 1,000 Grounding Prompts. Please contact your account team if you require more than 1 million Grounding Prompts per day.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to a Google web index (each a “Grounding Query”)**. Even if multiple Grounding Queries are sent, there is only one charge for a Grounding Prompt.

$45.00

Grounding with your data*

$2.5 per 1,000 requests.

$2.50

Grounding with Google Maps*

Gemini models include a number of daily grounded prompts at no extra cost:

  • Gemini Flash and Flash-Lite: combined 1,500 grounded prompts per day.
  • Gemini Pro: 10,000 grounded prompts per day.

Grounded prompts exceeding those limits are billed at $25 per 1,000 grounded prompts.

One grounded prompt is a request sent to Gemini that makes at least 1 query to Google Maps.

Please contact your account team if you require more than 1 million grounded prompts per day.

0 count to 1,500 count
$0.00 (Free)
1,500 count and above
$25.00

* Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

* Training tokens are calculated by the total number of tokens in your training dataset, multiplied by your number of epochs.

* PDFs are billed as image input, with one PDF page equivalent to one image.

* Tuned model endpoint has the same prediction price as the base model.

* Gemini 2.0 Flash Live API: 25 tokens per second of audio (input/output), 258 tokens per second of video (input). Grounding with Google Search remains free of charge while Gemini 2.0 Flash Live API is in Preview.

** Grounding with Google Search and Web Grounding for Enterprise is billed only when a prompt successfully returns sources (i.e., results containing at least one support URL from the web). Gemini model usage fees apply separately.

  • LiveAPI Session's Context Window billing explained: You are charged per turn for all tokens present in the Session Context Window. The Session Context Window includes new tokens (current turn) + all accumulated tokens from previous turns. This means tokens from past turns are re-processed and accounted for in each new turn, up to your configured context window size. A "turn" is one user input and the model's response.
  • When audio to text transcription is enabled, all text tokens generated for transcription are charged at the text token output rate.

Other Gemini models

All Gemini models other than Gemini 2.0 or Gemini 2.5 are billed based on modalities such as characters, images, video/audio seconds.

  • Text input is charged by every 1,000 characters of input (prompt) and every 1,000 characters of output (response).
  • Characters are counted by UTF-8 code points and white space is excluded from the count, resulting in approximately 4 characters per token.
  • Prediction requests that lead to filtered responses are charged for the input only.
  • At the end of each billing cycle, fractions of one cent ($0.01) are rounded to one cent. Media input is charged per image or per second (video).
  • If your request fails with a 400 or 500 error, you won't be charged for the tokens used.

Gemini 1.5

Model

Feature

Type

Price ( =< 128K input tokens)

Price ( > 128K input tokens)

Gemini 1.5 Flash

Multimodal

Image Input

$0.00002 / 1 count$0.00004 / 1 count

Video Input

$0.00002 / 1 count$0.00004 / 1 count

Text Input

$0.00001875 / 1,000 count$0.0000375 / 1,000 count

Audio Input

$0.000002 / 1 count$0.000004 / 1 count

Text Output

$0.000075 / 1,000 count$0.00015 / 1,000 count

Tuning*

Training Token

$0.008 / 1,000 count

Gemini 1.5 Pro

Multimodal

Image Input

$0.00032875 / 1 count$0.0006575 / 1 count

Video Input

$0.00032875 / 1 count$0.0006575 / 1 count

Text Input

$0.0003125 / 1,000 count$0.000625 / 1,000 count

Audio Input

$0.00003125 / 1 count$0.0000625 / 1 count

Text Output

$0.00125 / 1,000 count$0.0025 / 1,000 count

Tuning*

Training Token

$0.08 / 1,000 count

Gemini 1.0 Pro

Multimodal

Image Input

$0.0025 / 1 count

Video Input

$0.002 / 1 count

Text Input

$0.000125 / 1,000 count

Text Output

$0.000375 / 1,000 count

* Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

* If a query context is longer than 128K, all tokens are charged at long context rates.

* Gemini models are available in batch mode at 50% discount.

* Gemini 1.0 Pro only support up to 32K context window.

* PDFs are billed as image input, with one PDF page equivalent to one image.

* Tuned model endpoint has the same prediction price as the base model.

** Grounding with Google Search and Web Grounding for Enterprise is billed only when a prompt successfully returns sources (i.e., web results containing at least one support URL from the web). Gemini model usage fees apply separately.

Pricing with Grounding

Feature

Price (USD)

Grounding with Google Search

$35 per 1,000 Grounding Prompts.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to Google web index (each a “Grounding Query”)**. Even if multiple Grounding Queries are sent, there is only one charge for a Grounding Prompt.

Web Grounding for enterprise

$45 per 1,000 Grounding Prompts.

A “Grounding Prompt” is an End User prompt that Customer submits to Gemini for which Gemini makes one or more queries to Google web index (each a “Grounding Query”)**. Even if multiple Grounding Queries are sent, there is only one charge for a Grounding Prompt.

Grounding with your data

$2.5 per 1,000 requests starting June 16, 2025.

** Grounding with Google Search and Web Grounding for Enterprise is billed only when a prompt successfully returns sources (i.e., web results containing at least one support URL from the web). Gemini model usage fees apply separately.

Imagen

With Imagen on Agent Platform, you can generate novel images and edit images based on text prompts you provide, or edit only parts of images using a mask area you define along with a host of other capabilities.

Model

Feature

Description

Input

Output

Price / 1 count (USD)

Imagen 4 Ultra

Image generation

Generate an image

Text prompt

Image

$0.06

Imagen 4

Upscaling

Increase resolution of a generated image to 2K, 3K, and 4K

Image

Image

$0.06

Imagen 4

Image generation

Generate an image

Text prompt

Image

$0.04

Imagen 4 Fast

Image generation

Generate an image

Text prompt

Image

$0.02

Imagen 3

Image generation

Generate an image

Edit an image

Customize an image

Text prompt

Image

$0.04

Imagen 3 Fast

Image generation

Generate an image

Text prompt

Image

$0.02

Imagen 2, Imagen 1

Image generation

Generate an image

Text prompt

Image

$0.02

Imagen 2, Imagen 1

Image editing

Edit an image using mask free or mask approach

Image/Text prompt

Image

$0.02

Imagen 1

Upscaling

Increase resolution of a generated image to 2k and 4k

Image

Image

$0.003

Imagen 1

Fine-tuning

Enable a "subject" provided by the user to used in Imagen prompts (few shot training)

Subject(s) with text identifier and 4-8 images per subject

Fine-tuned model (after training with user provided subjects)

$ per node hour (Agent Platform custom training pricing)

Imagen

Visual Captioning

Generate a short or long text caption for an image

Image

Text caption

$0.0015

Imagen

Visual Q&A

Provide an answer based on a question referencing an image

Image/Text prompt

Text answer

$0.0015

Imagen

Product Recontext

Re-imagine products in a new scene

1-3 Images of the same product and a text prompt describing desired scene

Image

$0.12

Virtual Try-On

Create images of people wearing different clothes

1 image of a person and 1 image of clothing

Image

$0.06

Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

Veo

Model

Feature

Description

Input

Output

Output Resolution

Price (USD)

Veo 3.1

Video + Audio generation

Generate high-quality videos with synchronized speech/sound effects from a text prompt or reference image

Text/Image prompt

Video + Audio

720p, 1080p

$0.40 / 1 count

4k

$0.60 / 1 count

Video generation

Generate high-quality videos from a text prompt or reference image

Text/Image prompt

Video

720p, 1080p

$0.20 / 1 count

4k

$0.40 / 1 count

Veo 3.1 Fast

Video + Audio generation

Generate videos with synchronized speech/sound effects from a text prompt or reference image faster

Text/Image prompt

Video + Audio

720p

$0.10 / 1 count

1080p

$0.12 / 1 count

4k

$0.30 / 1 count

Video generation

Generate videos from a text prompt or reference image faster

Text/Image prompt

Video

720p

$0.08 / 1 count

1080p

$0.10 / 1 count

4k

$0.25 / 1 count

Veo 3.1 Lite

Video + Audio generation

Generate videos with synchronized speech/sound effects from a text prompt or reference image the fastest

Text/Image prompt

Video + Audio

720p

$0.05 / 1 count

1080p

$0.08 / 1 count

Video generation

Generate videos from a text prompt or reference image the fastest

Text/Image prompt

Video

720p

$0.03 / 1 count

1080p

$0.05 / 1 count

Veo 3

Video + Audio generation

Generate high-quality videos with synchronized speech/sound effects from a text prompt or reference image

Text/Image prompt

Video + Audio

720p, 1080p

$0.40 / 1 count

Video generation

Generate high-quality videos from a text prompt or reference image

Text/Image prompt

Video

720p, 1080p

$0.20 / 1 count

Veo 3 Fast

Video + Audio generation

Generate videos with synchronized speech/sound effects from a text prompt or reference image faster

Text/Image prompt

Video + Audio

720p

$0.10 / 1 count

1080p

$0.12 / 1 count

Video generation

Generate videos from a text prompt or reference image faster

Text/Image prompt

Video

720p

$0.08 / 1 count

1080p

$0.10 / 1 count

Veo 2

Video generation

Generate videos from a text prompt or reference image

Text/Image prompt

Video

720p

$0.50 / 1 count

Advanced Controls

Generate videos through start and end frame interpolation, extend generated videos, and apply camera controls

Text/Image/Video prompt

Video

720p

$0.50 / 1 count

Lyria

Lyria model family offers high-quality music generation that is ideal for sophisticated composition and detailed creative exploration where nuanced output is key.

Model

Feature

Description

Input

Output

Price (USD)

Lyria 3 Pro

Full song music generation

Lyria 3 Pro creates full-length musical compositions from multimodal inputs such as text or images

Text, Image

Full song

$0.08 / 1 count

Lyria 3

30 second music clip generation

Lyria 3 generates high-fidelity, 30-second audio clips from text or image prompts

Text, Image

30 second music clip

$0.04 / 1 count

Lyria 2

Music generation

Generate music from a text prompt

Text prompt

Music

$0.06 / 1 count

Embedding costs

The Gemini API offers embedding models to generate embeddings for text, images, video, and other content.

Model

Type

Region

Request Type

Price / 1,000 count (USD)

Gemini Embedding

Input

Global

Online requests

$0.00015

Batch requests

$0.00012

Output

Global

Online requests

No charge

Batch requests

No charge

Embeddings for Text (Excluding Gemini Embedding)

Input

Global

Online requests

$0.000025

Batch requests

$0.00002

Output

Global

Online requests

No charge

Batch requests

No charge

Gemini Omni

Model

Type

Token Price /1M (USD)

Gemini Omni Flash

Input (text, image, video, audio)

$1.50

Text output (response and reasoning)

$9.00

Video Output*

$17.50

* Gemini Omni Flash charges 2,040 tokens per image, 32 tokens per audio second, and 5792 tokens per video second for input. For video output, Gemini Omni Flash charges 5792 per second of 720p video output (with audio).

Agents

Model

Type

Price (/1M tokens)

Price (/M cached input tokens)

Gemini Deep Research Agent

Input (text)

$2

$0.2

Text output (response and reasoning)

$12

N/A

Pricing with grounding

Feature

Usage

Price (USD)

Grounding with Google Web Search and Image Search, & Web Grounding for Enterprise*

Includes 5,000 search queries per month at no charge, aggregated across all Gemini 3 models.

Search queries exceeding those limits are billed at $14 per 1,000 search queries. A customer-submitted request to Gemini may result in one or more queries to Google Search (or Web Grounding for Enterprise). You will be charged for each individual search query performed. Billing will start January 5, 2026.

Input tokens provided by Grounding with Google Search or Web Grounding for Enterprise are not charged.

Please contact your account team if you require more than 1 million grounded prompts per day.

Customers may decide not to display Search Suggestions with Grounded Results in their Customer Application interface at standard pricing.


0 count to 5,000 count
$0.00 (Free)
5,000 count and above
$14.00

Grounding with your data

$2.50

CodeMender

The pricing for CodeMender is based on tokens and is determined by the model used

Model

Type

Model Price /1M tokens (USD)

CodeMender Price /1M tokens (USD)

Gemini 3.5 Flash

Input tokens

$1.50$1.50

Cached tokens

$0.15$0.15

Output tokens

$9.00$9.00

Gemini 3.1 Pro

Input tokens

$2.00$2.00

Cached tokens

$0.20$0.20

Output tokens

$12.00$12.00

Gemini 3 Flash

Input tokens

$0.50$0.50

Cached tokens

$0.05$0.05

Output tokens

$3.00$3.00

Gemma

Model

Type

Price (/1M tokens (USD)

Gemma 4 26B

Input

$0.15

Output

$0.60

Cache Hit

$0.015

Agent Platform Model Optimizer Pricing (Experimental)*

Agent Platform Model Optimizer simplifies use of Gemini for enterprise customers by providing a single meta-endpoint for Gemini model requests--customers using this service do not have to specify whether to use Flash, Pro, or a specific version. Instead they simply provide a configurable setting (cost, quality, or balance) to indicate their preferences, and Model Optimizer applies the right level of intelligence appropriate for the task by sending each query to the best fit model.

Agent Platform Model Optimizer applies dynamic pricing. This means that the average price per token is dependent on the model intelligence level applied to complete the task. For this reason, pricing examples are provided below to illustrate likely scenarios based on your configuration setting (see tables below). Model Optimizer SKUs are $1 skus that function as a purchasing unit to apply for your billing, you are still billed on a consumption basis after you have used the models.

Example 1 chat bot: 5:1 I/O ratio

NOTE: these ranges are not guarantees, individual customer results may vary

Customer Preference

Customer Input Tokens Sent to MO

Customer Output Tokens Sent to MO

Average Input Price per Million Tokens (High Range)

Average Output Price per Million Tokens (High Range)

Average Input Price per Million Tokens (Low Range)

Average Output Price per Million Tokens (Low Range)

Cost

10,000,000

2,000,000

$0.63

$2.50

$0.16

$0.63

Balanced

10,000,000

2,000,000

$1.26

$5.00

$0.63

$2.50

Quality

10,000,000

2,000,000

$1.89

$7.50

$1.26

$5.00

Example 2 Content generation: 1:20 I/O ratio

Customer Preference

Customer Input Tokens Sent to MO

Customer Output Tokens Sent to MO

Average Input Price per Million Tokens (High Range)

Average Output Price per Million Tokens (High Range)

Average Input Price per Million Tokens (Low Range)

Average Output Price per Million Tokens (Low Range)

Cost

1,000,000

20,000,000

$0.63

$2.50

$0.16

$0.63

Balanced

1,000,000

20,000,000

$1.26

$5.00

$0.63

$2.50

Quality

1,000,000

20,000,000

$1.89

$7.50

$1.26

$5.00

* Model Optimizer is a paid experimental offering, and may route requests to experimental versions of Gemini on Agent Platform.

MultiModal Embeddings

Model

Type

Description

Request Type

Price /1M tokens (USD)

Gemini Embedding 2 (Unified Multimodal, Preview)

Input text

Generate embeddings using text as input

Online requests

$0.20

Batch requests

$0.10

Input image

Generate embeddings using image as input

Online requests

$0.45

Batch requests

$0.225

Input video

Generate embeddings using video as input

Online requests

$12.00

Batch requests

$6.00

Input audio

Generate embeddings using audio as input

Online requests

$6.50

Batch requests

$3.25

*No charges for output tokens.

Model

Feature

Description

Input

Output

Price (USD)

multimodalembedding

Embeddings for Multimodal: Text

Generate embeddings using text as an input

Text

Embeddings

$0.0002 / 1,000 count

Embeddings for Multimodal: Image

Generate embeddings using image as an input

Image

Embeddings

$0.0001 / 1 count

Embeddings for Multimodal: Video Plus

Video Plus

Video

Embeddings (up to 15 embeddings per min of video)

$0.002 / 1 count

Embeddings for Multimodal: Video Standard

Video Standard

Video

Embeddings (up to 8 embeddings per min of video)

$0.001 / 1 count

Embeddings for Multimodal: Video Essential

Video Essential

Video

Embeddings (up to 4 embeddings per min of video)

$0.0005 / 1 count

Open Source Model

Type

Request Type

Price /1M tokens (USD)

multilingual-e5-small

Input

Online requests

$0.015

Output

Online requests

No charge

Batch Input

Batch requests

$0.0075

Batch Output

Batch requests

No charge

multilingual-e5-large

Input

Online requests

$0.025

Output

Online requests

No charge

Batch Input

Batch requests

$0.0125

Batch Output

Batch requests

No charge

Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

Pricing for Agent Platform's code completion

Generative AI on Agent Platform charges by every 1,000 characters of input (prompt) and every 1,000 characters of output (response). Characters are counted by UTF-8 code points and white space is excluded from the count. During the Preview stage, charges are 100% discounted. Prediction requests that lead to filtered responses are charged for the input only. At the end of each billing cycle, fractions of one cent ($0.01) are rounded to one cent.

Note: Prediction pricing for tuned model endpoints are the same as for the base foundation model.

Model

Type

Region

Request Type

Price /1k tokens (USD)

Codey for Code Completion

Input

Global

Online requests

$0.00025

Output

Global

Online requests

$0.0005

Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

Translation (Text)

Use the Agent Platform API and Translation LLM to translate text. LLM translations tend to be more fluent and human sounding than classic translation models, but have more limited language support (Learn More).

Model

Method

Usage

Price Price /1M token (USD)

LLM

Text translation*

The number of input characters per month

$10.00

The number of output characters per month

$10.00

Translation LLM 002

Text translation*

The number of input characters per month

$20.00

The number of output characters per month

$20.00

Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

*Price is per character processed by the model. For details about counted characters, see Charged characters

Context Cache Storage price for Explicit Caching

This table contains the pricing for Context Cache Storage based on Input (text, image, video, audio)

Model

Price Tok/hr<= 200K input tokens

Price Tok/hr > 200K input tokens

Gemini 3.1 Pro

$0.0000045$0.0000045

Gemini 3.6 Flash, Gemini 3.5 Flash, Gemini 3 Flash

$0.000001$0.000001

Gemini 3.5 Flash Lite, Gemini 3.1 Flash Lite

$0.000001$0.000001

Gemini 3 Pro

$0.0000045$0.0000045

Gemini 2.5 Pro

$0.0000045$0.0000045

Gemini 2.5 Flash

$0.000001$0.000001

Gemini 2.5 Flash Lite

$0.000001 / 1 hour

$0.000001

Gemini 2.0 Models

Model

Type

Storage (M tok-hour)

Price /1 (USD)

Gemini 2.0 Flash

Input tokens

$0.000001$0.0375

Input audio tokens

$0.000001$0.25

Output text tokens

NA

NA

Gemini 2.0 Flash Lite

Input tokens

$0.000001$0.01875

Input audio tokens

$0.000001$0.01875

Output text tokens

NA

NA

* Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

* PDFs are billed as image input, with one PDF page equivalent to one image.

* Tuned model endpoint has the same prediction price as the base model.

The below modality pricing is based on average use cases for reference only. Actual billing will only be based on tokens:

  • 4 characters result in approximately 1 text token including white space.
  • For an 1024x1024 image, it consumes 1290 tokens. Per image token count varies by image resolution. For more information on how to calculate tokens, you can refer to our documentation.
  • Video input consumes 258 tokens per second at the sample rate of one frame per second. Video with audio bills for both video tokens and audio tokens.
  • Audio input consumes 25 tokens per second without timestamp.

Model

Type

Storage (Modality-hour)

Price (USD)

Gemini 2.0 Flash

Input text ($/M char)

$0.25

$0.009375

Input image ($/image)

$0.00129

$0.000048375

Input video ($/sec)

$0.000258

$0.000009675

Input audio ($/sec)

$0.000025

$0.00000625

Output text ($/M char)

NA

NA

Gemini 2.0 Flash Lite

Input text ($/M char)

$0.25

$0.0046875

Input image ($/image)

$0.00129

Input video ($/sec)

$0.000258

$0.000009675

Input audio ($/sec)

$0.000258

$0.0000048375

Output text ($/M char)

NA

NA

* Prices are listed in US Dollars (USD). If you pay in a currency other than USD, the prices listed in your currency on Cloud Platform SKUs apply.

* PDFs are billed as image input, with one PDF page equivalent to one image.

* Tuned model endpoint has the same prediction price as the base model.

Pricing with grounding

Feature

Price (USD)

Grounding with Google Search*

Gemini 2.0 Flash includes up to 1,500 grounded requests per day at no additional charge. Grounded requests exceeding 1,500 per day are billed at $35 per 1,000 requests (up to 1 million requests per day).

Please contact your account team if you require more than 1 million requests per day.

Customers may decide not to display Search Suggestions with Grounded Results in their Customer Application interface; however, this is subject to alternate pricing. Please contact your Google Cloud Account team to request this waiver.

Web Grounding for enterprise*

$45 per 1,000 request (up to 1 million requests per day) starting May 5, 2025.

Please contact your account team if you require more than 1 million requests per day.

Customers may decide not to display Search Suggestions with Grounded Results in their Customer Application interface; however, this is subject to alternate pricing. Please contact your Google Cloud Account team to request this waiver.

* This apply to modality-based pricing.

Note: Grounding with Google Search is billed only for requests that return results containing at least one grounding support URL from the web. Standard Gemini model usage fees also apply.

Provisioned Throughput

Provisioned throughput assures throughput for your generative AI needs and is transacted via generative AI scale units, or GSUs. Learn more about how much throughput each GSU provides here and use our online estimator here.

Duration

Global price per GSU hour (USD)

Non-Global*price per GSU hour (USD)

1 week commit

$7.14$7.854

1 month commit

$3.698630137$4.068493151

3 month commit

$3.287671233$3.616438356

1 year commit

$2.739726027$3.01369863

* For non-global endpoints, pricing will go into effect for the Generally available Gemini 3 and later families of models on July 1, 2026. Before July 1, 2026, Global endpoint pricing applies to Non-global endpoints.

Example cost calculation

A user needs to ensure they can support 10 queries per second (QPS) of a query with input of 1,000 text tokens and 500 audio tokens and receive an output of 300 text tokens using gemini-2.0-flash.

Using the throughput and burndown rate table, for gemini-2.0-flash we know an input text token's burndown rate is 1 token, an input audio token's burndown rate is 7 tokens, and an output text token's burndown rate is 4 tokens.

The user's total input tokens is 1,000* (1 token per input text token) + 500* (7 tokens per input audio token) = 4,500 burndown adjusted input tokens. The user's total output tokens is 300* (4 tokens per output text token) = 1,200 burndown adjusted output tokens. Adding them together gives us 4,500 burndown adjusted input tokens + 1,200 burndown adjusted output tokens = 5,700 total tokens per query.

Multiplying the total tokens per query by QPS gives us 5,700 total tokens per query * 10 QPS = 57,000 total tokens per second.

Dividing this by the total throughput per second per GSU gives us 57,000 total tokens per second ÷ 3,360 per-second throughput per GSU = 16.96 GSUs. The minimum GSU purchase increment for this model is 1, so the user would need 17 GSUs.

If the user wanted to sustain this throughput for 1 week, it would cost $1,200 * 17 GSUs = $20,400 per week. If they wanted to sustain this throughput for 1 month, it would cost $2,700 * 17 GSUs = $45,900 per month. If they wanted to sustain this throughput for 3 months, it would cost $2,400 * 17 GSUs = $40,800 per month. And finally, if they wanted to sustain this throughput for 1 year, it would cost $2,000 * 17 GSUs = $34,000 per month.

Model Tuning

Model tuning is an effective way to customize large models to your tasks. It's a key step to improve the model's quality and efficiency. Model tuning provides the following benefits:

  • Higher quality for your specific tasks
  • Increased model robustness
  • Lower inference latency and cost due to shorter prompts

Tuning is charged per million training tokens. Training tokens are calculated by the total number of tokens in your training dataset, multiplied by your number of epochs. Starting from Gemini 3, tuned model endpoint prediction price will be 1.5 times of the base model. Old gemini models (Gemini 2.5 and before) prediction price stays same as the base model.

Model

Type

Price (USD)

Gemini 3.5 Flash

Supervised fine-tuning

Reinforcement Learning fine-tuning

$0.01

Gemini 3.1 Flash Lite

Supervised fine-tuning

$0.003

Gemini 2.5 Pro

Supervised fine-tuning

$0.025

Gemini 2.5 Flash

Supervised fine-tuning

Preference tuning

$0.005

Gemini 2.5 Flash Lite

Supervised fine-tuning

Preference tuning

$0.0015

Gemma 3 1B IT

Supervised fine-tuning

$0.47

Gemma 3 4B IT

Supervised fine-tuning

$1.14

Gemma 3 12B IT

Supervised fine-tuning

$1.82

Gemma 3 27B IT

Supervised fine-tuning

$6.83

Medgemma 1.5 4B IT

Supervised fine-tuning

$1.14

Llama 3.1 8B

Supervised fine-tuning

$0.67

Llama 3.2 1B

Supervised fine-tuning

$0.28

Llama 3.2 3B

Supervised fine-tuning

$0.61

Llama 3.3 70B

Supervised fine-tuning

$6.72

Llama 4 Scout 17B 16E

Supervised fine-tuning

$5.77

Qwen 3 4B

Supervised fine-tuning

$1.35

Qwen 3 8B

Supervised fine-tuning

$4.18

Qwen 3 14B

Supervised fine-tuning

$8.46

Qwen 3 32B

Supervised fine-tuning

$6.57

* Training tokens are calculated by the total number of tokens in your training dataset, multiplied by your number of epochs.

* For model inference starting from Gemini 3, tuned model endpoint prediction price will be 1.5 times of the base model. Old Gemini models prediction price stays the same as the base model.

Special Case of Charging by Characters

Model

Type

Price /1M (USD)

Translation LLM 002

Supervised fine-tuning

$6.25

AlphaEvolve

The cost of AlphaEvolve is determined by the cost of the Gemini model used plus the cost of the AlphaEvolve agent.

Gemini model

Type

Gemini model price /1M (USD)

AlphaEvolve agent price /1M (USD)

Total price /1M (USD)

Gemini 3.1 Pro Preview

Price per 1M input tokens

$2.00$4.00

$6.00

Price per 1M output and thinking tokens

$12.00$24.00

$36.00

Gemini 3.5 Flash

Price per 1M input tokens

$1.50$3.00

$4.50

Price per 1M output and thinking tokens

$9.00$18.00

$27.00

Partner models on Agent Platform

Partner models are a curated list of generative AI models developed by Google partners. Partner models are offered as managed APIs. For more information, see Overview of partner models. The following sections list pricing details for Google partner models.

Anthropic’s Claude models

Models with regional pricing

Model

Type

ModelPrice (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Opus 5

Input

$5.00

$5.00

Output

$25.00

$25.00

Batch Input

$2.50

Batch Output

$12.50

5m Cache Write

$6.25

$6.25

1h Cache Write

$10.00

$10.00

Cache Hit

$0.50

$0.50

5m Batch Cache Write

$3.125

1h Batch Cache Write

$5.00

Batch Cache Hit

$0.25

Claude Sonnet 5 (Promotional Price through August 31, 2026)

Input

$2.00

$2.00

Output

$10.00

$10.00

Batch Input

$1.00

$1.00

Batch Output

$5.00

$5.00

5m Cache Write

$2.50

$2.50

1h Cache Write

$4.00

$4.00

Cache Hit

$0.20

$0.20

Claude Sonnet 5 (Standard Price beginning September 1st, 2026)

Input

$3.00

$3.00

Output

$15.00

$15.00

Batch Input

$1.50

$1.50

Batch Output

$7.50

$7.50

5m Cache Write

$3.75

$3.75

1h Cache Write

$6.00

$6.00

Cache Hit

$0.30

$0.30

Claude Fable 5

Input

$10.00

$10.00

Output

$50.00

$50.00

Batch Input

$5.00

Batch Output

$25.00

5m Cache Write

$12.50

$12.50

1h Cache Write

$20.00

$20.00

Cache Hit

$1.00

$1.00

5m Batch Cache Write

$6.25

1h Batch Cache Write

$10.00

Batch Cache Hit

$0.50

Claude Opus 4.8

Input

$5.00

$5.00

Output

$25.00

$25.00

Batch Input

$2.50

Batch Output

$12.50

5m Cache Write

$6.25

$6.25

1h Cache Write

$10.00

$10.00

Cache Hit

$0.50

$0.50

5m Batch Cache Write

$3.125

1h Batch Cache Write

$5.00

Batch Cache Hit

$0.25

Claude Opus 4.7

Input

$5.00

$5.00

Output

$25.00

$25.00

Batch Input

$2.50

Batch Output

$12.50

5m Cache Write

$6.25

$6.25

1h Cache Write

$10.00

$10.00

Cache Hit

$0.50

$0.50

5m Batch Cache Write

$3.125

1h Batch Cache Write

$5.00

$5.00

Batch Cache Hit

$0.25

Claude Opus 4.6

Input

$5.00

$5.00

Output

$25.00

$25.00

Batch Input

$2.50

Batch Output

$12.50

5m Cache Write

$6.25

$6.25

1h Cache Write

$10.00

$10.00

Cache Hit

$0.50

$0.50

5m Batch Cache Write

$3.125

1h Batch Cache Write

$5.00

Batch Cache Hit

$0.25

Claude Opus 4.5

Input

$5.00

Output

$25.00

Batch Input

$2.50

Batch Output

$12.50

5m Cache Write

$6.25

1h Cache Write

$10.00

Cache Hit

$0.50

5m Batch Cache Write

$3.125

1h Batch Cache Write

$5.00

Batch Cache Hit

$0.25

Claude Sonnet 4.6

Input

$3.00

$3.00

Output

$15.00

$15.00

Batch Input

$1.50

Batch Output

$7.50

5m Cache Write

$3.75

$3.75

1h Cache Write

$6.00

$6.00

Cache Hit

$0.30

$0.30

5m Batch Cache Write

$1.88

1h Batch Cache Write

$3.00

Batch Cache Hit

$0.15

Claude Sonnet 4.5

Input

$3.00

$6.00

Output

$15.00

$22.50

Batch Input

$1.50

Batch Output

$7.50

5m Cache Write

$3.75

$7.50

1h Cache Write

$6.00

$12.00

Cache Hit

$0.30

$0.60

5m Batch Cache Write

$1.88

1h Batch Cache Write

$3.00

Batch Cache Hit

$0.15

5m Batch Cache Write

$1.00

Claude Haiku 4.5

Input

$1.00

Output

$5.00

Batch Input

$0.50

Batch Output

$2.50

5m Cache Write

$1.25

Batch Cache Hit

$0.05

1h Cache Write

$2.00

Cache Hit

$0.10

5m Batch Cache Write

$0.625

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Opus 5

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Sonnet 5 (Promotional Price through August 31, 2026)

Input

$2.20

$2.20

Output

$11.00

$11.00

Batch Input

$1.10

$1.10

Batch Output

$5.50

$5.50

5m Cache Write

$2.75

$2.75

1h Cache Write

$4.40

$4.40

Cache Hit

$0.22

$0.22

Claude Sonnet 5 (Standard Price beginning September 1st, 2026)

Input

$3.30

$3.30

Output

$16.50

$16.50

Batch Input

$1.65

$1.65

Batch Output

$8.25

$8.25

5m Cache Write

$4.125

$4.125

1h Cache Write

$6.60

$6.60

Cache Hit

$0.33

$0.33

Claude Fable 5

Input

 $11.00

 $11.00

Output

$55.00

$55.00

Batch Input

$5.50

Batch Output

$27.50

5m Cache Write

$13.75

$13.75

1h Cache Write

$22.00

$22.00

Cache Hit

$1.10

$1.10

5m Batch Cache Write

$6.875

1h Batch Cache Write

$11.00

Batch Cache Hit

$0.55

Claude Opus 4.8

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Opus 4.7

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Opus 5

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Sonnet 5 (Promotional Price through August 31, 2026)

Input

$2.20

$2.20

Output

$11.00

$11.00

Batch Input

$1.10

$1.10

Batch Output

$5.50

$5.50

5m Cache Write

$2.75

$2.75

1h Cache Write

$4.40

$4.40

Cache Hit

$0.22

$0.22

Claude Sonnet 5 (Standard Price beginning September 1st, 2026)

Input

$3.30

$3.30

Output

$16.50

$16.50

Batch Input

$1.65

$1.65

Batch Output

$8.25

$8.25

5m Cache Write

$4.125

$4.125

1h Cache Write

$6.60

$6.60

Cache Hit

$0.33

$0.33

Claude Fable 5

Input

$11.00

$11.00

Output

$55.00

$55.00

Batch Input

$5.50

Batch Output

$27.50

5m Cache Write

$13.75

$13.75

1h Cache Write

$22.00

$22.00

Cache Hit

$1.10

$1.10

5m Batch Cache Write

$6.875

1h Batch Cache Write

$11.00

Batch Cache Hit

$0.55

Claude Opus 4.8

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Opus 4.7

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Claude Opus 4.6

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Opus 4.5

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Sonnet 4.6

Input

$3.30

$3.30

Output

$16.50

$16.50

Batch Input

$1.65

Batch Output

$8.25

5m Cache Write

$4.13

$4.13

1h Cache Write

$6.60

$6.60

Cache Hit

$0.33

$0.33

5m Batch Cache Write

$2.06

1h Batch Cache Write

$3.30

Batch Cache Hit

$0.17

Input

$6.60

Output

$24.75

Claude Sonnet 4.5

Input

$3.30

$6.60

Output

$16.50

$24.75

Batch Input

$1.65

Batch Output

$8.25

5m Cache Write

$4.13

$8.25

1h Cache Write

$6.60

$13.20

Cache Hit

$0.33

$0.66

5m Batch Cache Write

$2.06

1h Batch Cache Hit

$3.30

Batch Cache Hit

$0.17

Claude Haiku 4.5

Input

$1.10

Output

$5.50

Batch Input

$0.55

Batch Output

$2.75

5m Cache Write

$1.375

1h Cache Write

$2.20

Cache Write

$1.375

Cache Hit

$0.11

5m Batch Cache Write

$0.688

1h Batch Cache Write

$1.10

Batch Cache Hit

$0.055

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Claude Opus 4.6

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Opus 4.5

Input

$5.50

Output

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

1h Cache Write

$11.00

Cache Hit

$0.55

5m Batch Cache Write

$3.438

1h Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Sonnet 4.6

Input

$3.30

$3.30

Output

$16.50

$16.50

Batch Input

$1.65

Batch Output

$8.25

5m Batch Write

$4.13

$4.13

1h Cache Write

$6.60

$6.60

Cache Hit

$0.33

$0.33

5m Batch Cache Hit

$2.06

1h Batch Cache Write

$3.30

Batch Cache Hit

$0.17

Claude Sonnet 4.5

Input

$3.30

$6.60

Output

$16.50

$24.75

Batch Input

$1.65

Batch Output

$8.25

5m Cache Write

$4.13

$8.25

1h Cache Write

$6.60

$13.20

Cache Hit

$0.33

$0.66

5m Batch Cache Write

$2.06

1h Batch Cache Write

$3.30

Batch Cache Hit

$0.17

Claude Haiku 4.5

Input

$1.10

Output

$5.50

Batch Input

$0.55

Batch Output

$2.75

5m Cache Write

$1.375

1h Cache Write

$2.20

Cache Hit

$0.11

5m Batch Cache Write

$0.688

1h Batch Cache Write

$1.10

Batch Cache Hit

$0.055

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Claude Opus 4.6

Input

$5.50

$5.50

Output

$27.50

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

$6.875

1h Cache Write

$11.00

$11.00

Cache Hit

$0.55

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Opus 4.5

Input

$5.50

Output

$27.50

Batch Input

$2.75

Batch Output

$13.75

5m Cache Write

$6.875

1h Cache Write

$11.00

Cache Hit

$0.55

5m Batch Cache Write

$3.438

1h Batch Cache Write

$5.50

Batch Cache Hit

$0.275

Claude Sonnet 4.6

Input

$3.30

$3.30

Output

$16.50

$16.50

Batch Input

$1.65

Batch Output

$8.25

5m Cache Write

$4.13

$4.13

1h Cache Write

$6.60

$6.60

Cache Hit

$0.33

5m Batch Cache Write

$2.06

1h Batch Cache Write

$3.30

Batch Cache Hit

$0.17

Claude Sonnet 4.5

Input

$3.30

$6.60

Output

$16.50

$24.75

Batch Input

$1.65

Batch Output

$8.25

5m Cache Write

$4.13

$8.25

1h Cache Write

$6.60

$13.20

Cache Hit

$0.33

$0.66

5m Batch Cache Write

$2.06

1h Batch Cache Write

$3.30

Batch Cache Hit

$0.17

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Claude Haiku 4.5

Input

$1.10

Output

$5.50

Batch Input

$0.55

Batch Output

$2.75

5m Cache Write

$1.375

1h Cache Write

$2.20

Cache Hit

$0.11

5m Batch Cache Write

$0.688

1h Batch Cache Write

$1.10

Batch Cache Hit

$0.055

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Models with uniform pricing across all regions

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Claude Opus 4.1

Input

$15

N/A

Output

$75

N/A

Batch Input

$7.50

N/A

Batch Output

$37.50

N/A

5m Cache Write

$18.75

N/A

1h Cache Write

$30

N/A

Cache Hit

$1.50

N/A

5m Batch Cache Write

$9.375

N/A

1h Batch Cache Write

$15.00

N/A

Batch Cache Hit

$0.75

N/A

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

Pricing for tools

Tool

Price (USD)

Web Search Request

$10 per 1000 searches

Models Supported: Claude Haiku 4.5, Claude Sonnet 4.5, Claude Sonnet 4.6, Claude Sonnet 4, Claude Opus 4.1, Claude Opus 4, Claude Opus 4.5 and Claude Opus 4.6.

* If a query input context is longer than or equal to 200K tokens, all tokens (input and output) are charged at long context rates.

xAI's Grok models

Model

Type

Price (/1M tokens) =< 200K input tokens

Price (/1M tokens) > 200K input tokens

Grok 4.20 Reasoning

Input

$1.25

$2.50

Output

$2.50

$5.00

Cache Hit

$0.20

$0.40

Grok 4.20 Non-Reasoning

Input

$1.25

$2.50

Output

$2.50

$5.00

Cache Hit

$0.20

$0.40

Grok 4.3

Input

$1.25

$2.50

Output

$2.50

$5.00

Cache Hit

$0.20

$0.40

* If a query input context is longer than 200K tokens, all tokens are charged at long context rates.

Model

Type

Price / 1M tokens (USD)

Grok 4.1 Fast Reasoning

Input

$0.20

Output

$0.50

Cache Hit

$0.05

Grok 4.1 Fast Non-Reasoning

Input

$0.20

Output

$0.50

Cache Hit

$0.05

Deepseek's models

Model

Type

Price /1M (USD)

DeepSeek-V3.1

Input

$0.60

Output

$1.70

Cache Hit

$0.06

Batch Input

$0.30

Batch Output

$0.85

DeepSeek-V3.2

Input

$0.56

Output

$1.68

Cache Hit

$0.056

Batch Input

$0.28

Batch Output

$0.84

DeepSeek-R1 (0528)

Input

$1.35

Output

$5.40

Batch Input

$0.675

Batch Output

$2.70

DeepSeek-OCR

Input

$0.30

Output

$1.20

MiniMax's models

Model

Type

Price /1M (USD)

MiniMax-M2

Input

$0.30

Output

$1.20

Cache Hit

$0.03

Moonshot's models

Model

Type

Price /1M (USD)

Kimi-K2-Thinking

Input

$0.60

Output

$2.50

Cache Hit

$0.06

Qwen's models

Model

Type

Price /1M (USD)

Qwen3-Next-80B-Thinking

Input

$0.15

Output

$1.20

Qwen3-Next-80B-Instruct

Input

$0.15

Output

$1.20

Qwen3-Coder-480B-A35B-Instruct

Input

$0.22

Output

$1.80

Cache Hit

$0.022

Batch Input

$0.11

Batch Output

$0.90

Qwen3-235B-A22B-Instruct-2507

Input

$0.22

Output

$0.88

Batch Input

$0.11

Batch Output

$0.44

GLM's models

Model

Type

Price /1M (USD)

GLM-4.7

Input

$0.60

Output

$2.20

Cache Hit

$0.06

GLM-5 *

Input

$1.00

Output

$3.20

Cache Hit

$0.10

OpenAI's models

Model

Type

Price /1M (USD)

gpt-oss-120b

Input

$0.09

Output

$0.36

Batch Input

$0.045

Batch Output

$0.18

gpt-oss-20b

Input

$0.07

Output

$0.25

Cache Hit

$0.007

Batch Input

$0.035

Batch Output

$0.125

Meta's Llama models

Model

Type

Price /1M (USD)

Llama 3.3 70B

Input

$0.72

Output

$0.72

Batch Input

$0.36

Batch Output

$0.36

Llama 4 Scout

Input

$0.25

Output

$0.70

Batch Input

$0.125

Batch Output

$0.35

Llama 4 Maverick

Input

$0.35

Output

$1.15

Batch Input

$0.175

Batch Output

$0.575

Mistral AI’s models

Model

Type

Price /1M (USD)

Mistral OCR (25.05)

Input

$0.0005 (or $0.0005/page)

Output

$0.0005 (or $0.0005/page)

Mistral Medium 3

Input

$0.40

Output

$2.00

Mistral Small 3.1 (25.03)

Input

$0.10

Output

$0.30

Codestral 2

Input

$0.30

Output

$0.90

Request a custom quote

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