Yandex AI Studio pricing policy

To estimate your service costs, see the pricing in this section.

The prices for service products are also available in the price list.

All prices below do not include VAT.

What goes into the cost of using Yandex AI StudioWhat goes into the cost of using Yandex AI Studio

In Yandex Cloud Billing, AI Studio usage is detailed in billing units. The billing unit value is different for text generation and vectorization.

Text generationText generation

Text generation cost is based on the total number of prompt and response tokens and depends on the parameters of your request to the generative model. Namely, the cost depends on the following:

• Model that gets the request.
• The model's operating mode.

The number of prompt and response tokens for the same text may vary depending on the model.

With models in batch mode, the minimum cost per run is 200,000 tokens.

The total number of billing units is based on the overall number of prompt and response tokens and is rounded up to an integer.

TokenizationTokenization

The use of tokenizer (TokenizerService calls and Tokenizer methods) is free of charge.

Fine-tuned modelsFine-tuned models

At the Preview stage, you can fine-tune models free of charge. The use of fine-tuned models is charged according to the base model's pricing policy:

• The use of a fine-tuned YandexGPT Lite model is charged according to the YandexGPT Lite policy.
• The use of a fine-tuned Llama 8B model is charged according to the Llama 8B policy¹.

¹ Llama was created by Meta. Meta is designated as an extremist organization and its activities are prohibited in Russia.

Dedicated inctsncesDedicated inctsnces

The cost of running a dedicated instance depends on the model and the chosen configuration. The work of a dedicated instance is charged per second, rounded up to the billing unit. At the same time, the time of hardware maintenance and model deployment is not charged.

Prices are shown for 1 hour of use. Billing occurs per second.

Text classificationText classification

The cost of text classification depends on the classification model you use and the number of tokens you provide.

• When classifying with YandexGPT Lite, a billing unit is a request of up to 1,000 tokens.
• When classifying with YandexGPT Pro and fine-tuned classifiers, a billing unit is a request of up to 250 tokens.

Requests with less than one billing unit are rounded up to the next integer. Large texts are billed as multiple requests with rounding up.

For example, classifying a text of 770 tokens with YandexGPT Lite will be billed as a single request, i.e., as one billing unit.
The same 770-token text classified with YandexGPT Pro or a fine-tuned classifier will be billed as four requests.

Text vectorizationText vectorization

The cost of text vectorization (getting text embeddings) depends on the size of the text submitted for vectorization.

AssistantsAssistants

At the Preview stage, you can use AI Assistant API and store files free of charge; however, you will be charged for models according to the text generation rules.

Using Voice AgentsUsing Voice Agents

The cost of using voice agents consists of the cost of speech recognition (incoming audio), the cost of speech synthesis (outgoing audio), and the cost of text generation using the speech-realtime-250923 model.

Image generationImage generation

You are charged for each generation request in YandexART. Requests are not idempotent; therefore, two requests with the same settings and generation prompt are two separate requests.

Internal server errorsInternal server errors

You are not charged for a request that fails due to an internal server error.

Prices for the Russia regionPrices for the Russia region

Text generationText generation

Number	Price, without VAT
1,000 units	$0.001667

Cost of using models in synchronous and asynchronous modeCost of using models in synchronous and asynchronous mode

Model	Price per 1,000 tokens, synchronous mode, without VAT	Price per 1,000 tokens, asynchronous mode, without VAT
YandexGPT Lite	$0.001667	$0.000834
YandexGPT Pro	$0.010002	$0.010000
YandexGPT Pro 5.1	$0.003334 1	$0.001667 1
Llama 8B	$0.001667	$0.000834
Llama 70B	$0.010002	$0.005001
Qwen3 235B	$0.004168 1	—
gpt-oss-120b	$0.002501	—
gpt-oss-20b	$0.000834	—
Gemma3 27B	$0.003334 1	—

¹ The price is based on the current 50% discount.

Cost of using models in batch modeCost of using models in batch mode

With models in batch mode, the minimum cost per run is 200,000 tokens.

Model	Price per 1,000 tokens, batch processing mode, without VAT
Qwen2.5 7B Instruct	$0.000834
Qwen2.5 72B Instruct	$0.005001
QwQ 32B Instruct	$0.003334
Llama-3.3-70B-Instruct	$0.005001
Llama-3.1-70B-Instruct	$0.005001
DeepSeek-R1-Distill-Llama-70B	$0.005001
Qwen2.5 32B Instruct	$0.003334
DeepSeek-R1-Distill-Qwen-32B	$0.003334
phi-4	$0.001667
Qwen2 VL 7B	$0.000834
Qwen2.5 VL 7B	$0.000834
DeepSeek 2 VL	$0.003334
DeepSeek 2 VL Tiny	$0.000834
Gemma3 1B it	$0.000834
Gemma3 4B it	$0.000834
Gemma3 12B it	$0.001667
Gemma3 27B it	$0.003334
Qwen 2.5 VL 32B Instruct	$0.003334
Qwen3-0.6B	$0.000834
Qwen3-1.7B	$0.000834
Qwen3-4B	$0.000834
Qwen3-8B	$0.000834
Qwen3-14B	$0.001667
Qwen3-32B	$0.003334
Qwen3-30B-A3B	$0.003334
Qwen3-235B-A22B	$0.050010

Dedicated instancesDedicated instances

Prices are shown for 1 hour of use. Billing occurs per second.

The price per 1 unit for a dedicated instance is $0.0083333 without VAT.

Model	Price per 1 hour, S configuration, without VAT	Price per 1 hour, M configuration, without VAT	Price per 1 hour L configuration, without VAT
Qwen 2.5 VL 32B Instruct	$6.70	$13.40	$20.10
Qwen 2.5 72B Instruct	$6.70	$13.40	$20.10
Gemma 3 4B it	$3.35	$6.70	$10.05
Gemma 3 12B it	$3.35	$6.70	$10.05
gpt-oss-20b	$3.35	$6.70	$10.05
gpt-oss-120b	$6.70	$13.40	$20.10
T-pro-it-2.0-FP8	$6.20	$12.40	$18.60

Text classificationText classification

Service	Price, without VAT
1 request (1,000 tokens) to classifier based on YandexGPT Lite	$0.001250
1 request (250 tokens) to classifier based on YandexGPT Pro	$0.001250
1 request (250 tokens) to tuned classifier	$0.001250

Text vectorizationText vectorization

Number	Price, without VAT
1,000 units	$0.000083

Model parameters	Number of units per token	Price per 1,000 tokens, without VAT
Embeddings	1	$0.000083

Using Voice AgentsUsing Voice Agents

Prices are shown for 1 minute of use. Billing occurs per second.

Service	Price per unit of tariffing, without VAT
Speech recognition, per 1 minute	$0.0065
Speech synthesis, per 1 minute	$0.005
Text generation, per 1000 tokens	$0.003334

Image generationImage generation

Service	Price, without VAT
1 request for YandexART image generation	$0.018333

Examples of the YandexGPT Lite and YandexGPT Pro usage cost calculationExamples of the YandexGPT Lite and YandexGPT Pro usage cost calculation

Calculating the text generation costCalculating the text generation cost

Example 1Example 1

Cost of using YandexGPT Lite for text generation with the following parameters:

• Number of prompt tokens: 225
• Number of response tokens: 525
• Model: YandexGPT Lite
• Model working mode: Synchronous

Total: ($0.001667 / 1,000 units) × 750 units = $0.001250

Example 2Example 2

Cost of using YandexGPT Pro for text generation with the following parameters:

• Number of prompt tokens: 115
• Number of response tokens: 1,500
• Model: YandexGPT Pro
• Model working mode: Asynchronous

The cost is calculated as follows:

• Number of prompt and response tokens: 115 + 1,500 = 1,615.
• Price per 1,000 tokens for the YandexGPT Pro model, asynchronous mode: $0.005001.
• Number of units per token for the YandexGPT Pro model, asynchronous mode: 3.
• Total number of units in usage details: 1,615 × 3 = 4,845.

Total: ($0.005001 / 1,000 tokens) × 1,615 tokens = $0.008077.

Example 3Example 3

Cost of using YandexGPT Pro and DataSphere for text generation with the following parameters:

• Number of prompt tokens: 1,020
• Number of response tokens: 30
• Model: YandexGPT Pro fine-tuned in DataSphere
• Model working mode: Synchronous

The cost is calculated as follows:

• Number of prompt and response tokens: 1,020 + 30 = 1,050.
• Price per 1,000 tokens for model fine-tuned in DataSphere, asynchronous mode: $0.010002.
• Number of units per token for model fine-tuned in DataSphere, synchronous mode: 6.
• Total number of units in usage details: 1,050 × 6 = 6,300.

Total: ($0.001667 / 1,000 units) × 6,300 units = $0.010502 or ($0.010002 / 1000 tokens) × 1,050 tokens = $0.010502.

Calculating the text vectorization costCalculating the text vectorization cost

Cost of using Yandex AI Studio for text vectorization with the following parameter:

• Number of tokens in the request: 2,000

• $0.000083: Cost of processing per 1,000 tokens.
• $0.000083 / 1,000: Cost of processing per one token.

2,000 × ($0.000083 / 1,000) = $0.000166

Total: $0.000166.

Example of the Voice Agents usage cost calculationExample of the Voice Agents usage cost calculation

Cost of using voice agent the speech-realtime-250923 model with the following parameters:

• Incoming audio: 30 seconds.
• Outgoing audio: 1 minute.
• Number of tokens in the request: 2000.

$0.00334 × 2 + $0.0065 / 2 + $0.005 × 1 = $0.00668 + $0.0325 + $0.005

Total: $0.04418.

Where:

• $0.0033: Cost of processing per 1000 tokens.
• $0.0033 × 2: Cost of processing per 2000 tokens.
• $0.0065: Cost of processing per 1 minute of the incoming audio.
• $0.0065 / 2: Cost of processing per 30 srconds of the incoming audio.
• $0.005 × 1: Cost of processing per 1 minute of the outgoing audio.