watsonx.ai pricing

A one-stop, integrated AI development studio for end-to-end AI application development

watsonx.ai dashboard UI with listed sandbox projects and deployment options

watsonx.ai pricing

Explore the pricing tiers for our trial, essentials and standard plans on IBM® watsonx.ai®. For model pricing, explore IBM's foundation and embedding model section, as well as third-party foundation and embedding models pricing.

Foundation models from IBM

Includes pay-as-you-go pricing per million tokens and hourly rates for on-demand model hosting and deployment.

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Embedding models

Includes IBM and third-party models available for USD 0.10 per million tokens.

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Third-party foundation models

Includes third-party models from Meta, Google, DeepSeek, Mistral, and more, with pay-as-you-go pricing per million tokens and hourly options for on-demand hosting and deployment.

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Use case specific pricing

Includes use case-based pricing for machine learning, text extraction, and model customization, with Essential and Standard package options.

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Pricing plans — multiple payment options available
 

Free Toolbox playground

Foundation Models: Up to 300,000 tokens per month

Machine Learning Tools: Up to 20 Compute Usage Hours (CUH) per month

Text Extraction: Up to 100 documents per month

Start your free trial
Essentials (Pay-as-you-go) Production deployments Standard (Pay-as-you-go) Enterprise production

Starting at USD 1110/month*

Model price breakdown***

Feature-specific price breakdown**

Playground UI

Inferencing

Open source models

IBM watsonx® models

Work with foundational models (PromptLab)

Supports retrieval augmented generation (RAG)

Work with agents (AgentLab)

Synthetic data generator

ML functionality**

Text extraction**

LoRA/QLoRA Fine-tuning*

Custom foundation models***

Model hosting***

Deploy on-demand models***

Support

watsonx community and online chatbot

Basic support included: 24x7 access to tech support through cases

Basic support included: 24x7 access to tech support through cases

Options available 

Advanced support with SLAs available starting at USD 200 per month

Advanced support with SLAs available starting at USD 200 per month

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Contact us

IBM Foundation Models 

Model Name Model Provider Per million tokens Pay as you go Per hour Prices based on GPU config Model hosting/Deploy on demand

granite-speech-4-1-2b

New

IBM

Not available

granite-4-1-3b

New

IBM

Not available

granite-4-1-8b

New

IBM

Not available

granite-4-1-30b

New

IBM

Not available

granite-vision-4-1-4b

New

IBM

Not available

granite-4h-micro

IBM

Not available

granite-4h-tiny

IBM

Not available

granite-4h-small

IBM

USD 0.0636 per 1M tokens input

USD 0.265 per 1M tokens output

granite-vision-3-3-2b

IBM

Not available

granite-3-3-2b-instruct

IBM

Not available

granite-3-3-8b-instruct

IBM

Not available

granite-3-2-8b-instruct

IBM

Not available

granite-3-1-8b-base

IBM

Not available

granite-3-1-8b-instruct

IBM

Not available

granite-3-8b-base

IBM

Not available

granite-13b-chat-v2

IBM

Not available

granite-3b-code-instruct

IBM

Not available

granite-8b-code-instruct

IBM

USD 0.636

granite-20b-code-base-sql-gen

IBM

Not available

granite-20b-code-instruct

IBM

Not available

granite-20b-multilingual

IBM

Not available

granite-20b-code-base-schema-linking

IBM

Not available

granite-34b-code-instruct

IBM

Not available

granite-7b-lab

IBM

Not available

granite-8b-japanese

IBM

Not available

granite-guardian-3-8b

IBM

USD 0.212

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Meta models

Model Name Model Provider Pay as you go Per million tokens Model hosting/Deploy on demand Per hour Prices based on GPU config

llama-4-maverick-17b-128e-instruct-int4

Meta

Not available

llama-4-maverick-17b-128e-instruct-fp8

Meta

USD 0.371 per 1M tokens input

USD 1.484 per 1M tokens output

lama-4-scout-17b-16e-instruct-fp8-dynamic

Meta

Not available

llama-3-3-70b-instruct

Meta

USD 0.7526

llama-3-3-70b-instruct-hf

Meta

Not available

llama-3-2-11b-vision-instruct

Meta

USD 0.371

llama-3-2-90b-vision-instruct

Meta

Not available

llama-3-1-405b-instruct-fp8

Meta

Not available

llama-3-1-8b

Meta

Not available

llama-3-1-8b-instruct

Meta

Not available

llama-3-1-70b

Meta

Not available

llama-3-1-70b-gptq

Meta

Not available

llama-3-1-70b-instruct

Meta

Not available

llama-3-1-405b-instruct-fp8

Meta

Not available

llama-3-8b-instruct

Meta

Not available

llama-3-70b-instruct

Meta

Not available

llama-2-70b-chat

Meta

Not available

codellama-34b-instruct-hf

Code Llama

Not available

llama-guard-3-11b-vision

Meta

USD 0.371

Not available

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Mistral models

Model Name Model Provider Pay as you go Per million tokens Context length Per hour Prices based on GPU config

mistral-medium-3-5-0

New

Mistral AI

Not available

devstral-small-2512

Mistral AI

Not available

mistral-large-2512

Mistral AI

USD 0.636 per 1M tokens input

USD 1.908 per 1M tokens output

ministral-14b-instruct-2512

Mistral AI

Not available

ministral-8b-instruct-2512

Mistral AI

Not available

ministral-3b-instruct-2512

Mistral AI

Not available

mistral-medium-2508

Mistral AI

Not available

devstral-medium-2507

Mistral AI

Not available

devstral-small-2507

Mistral AI

Not available

mistral-small-3-2-24b-instruct-2506

Mistral AI

Not available

mistral-medium-2505

Mistral AI

USD 3.18 per 1M tokens input

USD 9.5per 1M tokens output

mistral-small-3-1-24b-instruct-2503

Mistral AI

USD 0.106 per 1M tokens input

USD 0.318 per 1M tokens output

codestral-2501

Mistral AI

Not available

mistral-large-instruct-2411

Mistral AI

Not available

ministral-8b-instruct-2410

Mistral AI

Not available

mistral-large-instruct-2407

Mistral AI

Not available

mistral-nemo-instruct-2407

Mistral AI

Not available

mixtral-8x7b-base

Mistral AI

Not available

mixtral-8x7b-instruct-v01

Mistral AI

Not available

pixtral-12b

Mistral AI

Not available

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Third-party Models

Model Name Model Provider Pay as you go Per million tokens Model hosting/Deploy on demand Per hour Prices based on GPU config

nvidia-nemotron-3-ultra-550b-a55b-quantized

New

Red Hat

Not available

gpt-oss-120b

Open AI

USD 0.159 per 1M tokens input

USD 0.636 per 1M tokens output

gpt-oss-20b

Open AI

Not available

deepseek-r1-distill-llama-8b

DeepSeek

Not available

deepseek-r1-distill-llama-70b

DeepSeek

Not available

allam-1-13b-instruct

SDAIA

Not available

llama-3-1-nemotron-ultra-253b-v1-fp8

NVIDIA

Not available

nvidia-nemotron-3-super-120b-a12b-fp8

NVIDIA

Not available

nvidia-nemotron-nano-12b-v2-vl-fp8

NVIDIA

Not available

eurollm-1-7b-instruct

Utter Project

Not available

eurollm-9b-instruct

Utter Project

Not available

mt0-xxl-13b

BigScience

Not available

poro-34b-chat

LumiOpen

Not available

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Embedding model library

Model Name Pay as you go Per million tokens Model hosting/Deploy on demand Per hour Prices based on GPU config

granite-embedding-278m-multilingual

USD 0.106 per million tokens

Not available

slate-125m-english-rtrvr-v2

USD 0.106 per million tokens

Not available

slate-30m-english-rtrvr-v2

USD 0.106 per million tokens

Not available

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Third-party embedding models

Model Name Pay as you go Per million tokens Model hosting/Deploy on demand Per hour Prices based on GPU config

all-mini-l6-v2

USD 0.106 per million tokens

Not available

multilingual-e5-large

USD 0.106 per million tokens

Not available

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Features specific pricing

Use case Essentials plan Standard plan

Machine learning models

0.55 USD / Capacity Unit-Hour

0.45 USD / Capacity Unit-Hour

Text extraction3

0.0403 USD / Page

0.0318 USD / Page

LoRA fine-tuning

Not available

NVIDIA 1 x A100 GPU: 6.3 USD / Hour

NVIDIA 1 x H100 GPU: 14.85 USD / Hour

Model hosting/Deploy on demand

Not available

NVIDIA 1 x L40S GPU: 4.43 USD / Hour

NVIDIA 2 x L40S GPU: 8.86 USD / Hour

NVIDIA 1 x A100 GPU: 5.8 USD / Hour

NVIDIA 2 x A100 GPU: 11.6 USD / Hour

NVIDIA 4 x A100 GPU: 23.2 USD / Hour

NVIDIA 8 x A100 GPU: 46.4 USD / Hour

NVIDIA 1 x H100 GPU: 14.5 USD / Hour

NVIDIA 2 x H100 GPU: 29 USD / Hour

NVIDIA 4 x H100 GPU: 58 USD / Hour

NVIDIA 8 x H100 GPU: 116 USD / Hour

NVIDIA 1 x H200 GPU: 16 USD / Hour

NVIDIA 2 x H200 GPU: 32 USD / Hour

NVIDIA 4 x H200 GPU: 64 USD / Hour

NVIDIA 8 x H200 GPU: 128 USD / Hour

*Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

Take the next step

Try watsonx.ai at no cost or continue your journey of discovery.

  1. Start your free trial
  2. Book a live demo
Footnotes

1  For foundation model inference, charges are based on a Resource Unit (RU) metric equivalent to 1000 tokens (including both input and output tokens). 

 Mistral commercial models have a GPU hosting fee and a model access fee. For more information, view the documentation.

* Prices shown are indicative, may vary by country, exclude any applicable taxes and duties, and are subject to product offering availability in a locale.

^ Capacity Unit Hour pricing depends on the environment and tools utilized within a billing month.

3 Unless otherwise specified under Software pricing, all features, capabilities, and potential updates refer exclusively to SaaS. IBM makes no representation that SaaS and software features and capabilities will be the same.