# Models
URL: https://docs.munito.ai/models

Munito AI serves these open models through one API, on the global host and in the EU and the US.

- Put the ID of a model in the `model` field of a request.
- Open a model for its APIs, its prices and a code example.
- See [Pricing](https://docs.munito.ai/pricing) and [Document AI pricing](https://docs.munito.ai/document-ai/pricing) for how Munito AI bills requests.

Prices apply from 2026-11-04 23:00:00 UTC.

<ModelPrices>

## Chat models [#chat-models]

Chat models answer through the OpenAI Chat Completions and Responses APIs, and the Anthropic Messages API.

Prices in USD for each million tokens.

<ModelCard model="deepseek-ai/deepseek-v4-flash" id="deepseek-ai-deepseek-v4-flash">

**[DeepSeek-V4-Flash](https://docs.munito.ai/models/deepseek-ai-deepseek-v4-flash)** `deepseek-ai/deepseek-v4-flash`

Text input. Tool calls, reasoning and structured output. Context: 1M tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.099 | $0.019 | $0.25 |
| Global | `priority` | $0.17 | $0.033 | $0.44 |
| Global | `flex` | $0.05 | $0.0095 | $0.13 |
| EU | `standard` | $0.11 | $0.022 | $0.28 |
| EU | `priority` | $0.19 | $0.039 | $0.49 |
| EU | `flex` | $0.055 | $0.011 | $0.14 |

</ModelCard>

<ModelCard model="deepseek-ai/deepseek-v4.1-flash-1017" id="deepseek-ai-deepseek-v4-1-flash-1017">

**[DeepSeek-V4.1-Flash-1017 (preview)](https://docs.munito.ai/models/deepseek-ai-deepseek-v4-1-flash-1017)** `deepseek-ai/deepseek-v4.1-flash-1017`

Text and image input. Tool calls, reasoning and structured output. Context: 1M tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.27 | $0.0054 | $1.00 |
| Global | `priority` | $0.47 | $0.0095 | $1.80 |
| Global | `flex` | $0.14 | $0.0027 | $0.50 |
| EU | `standard` | $0.30 | $0.006 | $1.20 |
| EU | `priority` | $0.53 | $0.011 | $2.10 |
| EU | `flex` | $0.15 | $0.003 | $0.60 |

</ModelCard>

<ModelCard model="google/gemma-4-12b" id="google-gemma-4-12b">

**[Gemma 4 12B](https://docs.munito.ai/models/google-gemma-4-12b)** `google/gemma-4-12b`

Text and audio input. Tool calls and structured output. Context: 32K tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.10 | $0.10 | $0.30 |
| Global | `priority` | $0.18 | $0.18 | $0.53 |
| Global | `flex` | $0.05 | $0.05 | $0.15 |
| EU | `standard` | $0.11 | $0.11 | $0.33 |
| EU | `priority` | $0.19 | $0.19 | $0.58 |
| EU | `flex` | $0.055 | $0.055 | $0.17 |

</ModelCard>

<ModelCard model="zai-org/glm-5.3-flash" id="zai-org-glm-5-3-flash">

**[GLM-5.3-Flash](https://docs.munito.ai/models/zai-org-glm-5-3-flash)** `zai-org/glm-5.3-flash`

Text, image and video input. Tool calls, reasoning and structured output. Context: 1M tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.13 | $0.027 | $0.45 |
| Global | `priority` | $0.23 | $0.047 | $0.79 |
| Global | `flex` | $0.065 | $0.014 | $0.23 |
| EU | `standard` | $0.15 | $0.03 | $0.50 |
| EU | `priority` | $0.26 | $0.053 | $0.88 |
| EU | `flex` | $0.075 | $0.015 | $0.25 |

</ModelCard>

<ModelCard model="aleph-alpha/kolibri-1" id="aleph-alpha-kolibri-1">

**[Kolibri 1](https://docs.munito.ai/models/aleph-alpha-kolibri-1)** `aleph-alpha/kolibri-1`

Text input. Tool calls, reasoning and structured output. Context: 1M tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.13 | $0.078 | $0.51 |
| Global | `priority` | $0.23 | $0.14 | $0.89 |
| Global | `flex` | $0.065 | $0.039 | $0.26 |
| EU | `standard` | $0.16 | $0.094 | $0.56 |
| EU | `priority` | $0.28 | $0.16 | $0.98 |
| EU | `flex` | $0.08 | $0.047 | $0.28 |

</ModelCard>

<ModelCard model="qwen/qwen3.8-27b" id="qwen-qwen3-8-27b">

**[Qwen3.8-27B](https://docs.munito.ai/models/qwen-qwen3-8-27b)** `qwen/qwen3.8-27b`

Text, image and video input. Tool calls, reasoning and structured output. Context: 256K tokens. Served in the EU and US.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.18 | $0.05 | $2.40 |
| Global | `priority` | $0.32 | $0.088 | $4.20 |
| Global | `flex` | $0.09 | $0.025 | $1.20 |
| EU | `standard` | $0.20 | $0.11 | $2.70 |
| EU | `priority` | $0.35 | $0.19 | $4.70 |
| EU | `flex` | $0.10 | $0.055 | $1.40 |
| US | `standard` | $0.20 | $0.055 | $2.70 |
| US | `priority` | $0.35 | $0.096 | $4.70 |
| US | `flex` | $0.10 | $0.028 | $1.40 |

</ModelCard>

## Decision models [#decision-models]

Decision models answer yes or no, choice and score questions with probabilities.

Prices in USD for each million tokens.

<ModelCard model="blockbrain/cygnet" id="blockbrain-cygnet">

**[Cygnet](https://docs.munito.ai/models/blockbrain-cygnet)** `blockbrain/cygnet`

Text input. Structured output. Context: 16K tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.05 | $0.05 | $0.15 |
| Global | `priority` | $0.088 | $0.088 | $0.26 |
| Global | `flex` | $0.025 | $0.025 | $0.075 |
| EU | `standard` | $0.15 | $0.15 | $0.17 |
| EU | `priority` | $0.26 | $0.26 | $0.30 |
| EU | `flex` | $0.075 | $0.075 | $0.085 |

</ModelCard>

<ModelCard model="perplexity-ai/pplx-decider-v1.2" id="perplexity-ai-pplx-decider-v1-2">

**[pplx-decider-v1.2](https://docs.munito.ai/models/perplexity-ai-pplx-decider-v1-2)** `perplexity-ai/pplx-decider-v1.2`

Text and image input. Structured output. Context: 256K tokens. Served in the EU.

| Region | Tier | Input | Cached input | Output |
| --- | --- | --- | --- | --- |
| Global | `standard` | $0.018 | $0.018 | $0 |
| Global | `priority` | $0.0315 | $0.0315 | $0 |
| Global | `flex` | $0.009 | $0.009 | $0 |
| EU | `standard` | $0.02 | $0.02 | $0 |
| EU | `priority` | $0.035 | $0.035 | $0 |
| EU | `flex` | $0.01 | $0.01 | $0 |

</ModelCard>

## OCR models [#ocr-models]

OCR models read PDFs and images into Markdown.

Prices in USD for each 1,000 pages.

<ModelCard model="lightonai/lightonocr-3-4b" id="lightonai-lightonocr-3-4b">

**[LightOnOCR-3-4B](https://docs.munito.ai/models/lightonai-lightonocr-3-4b)** `lightonai/lightonocr-3-4b`

Reads PDF and image documents into Markdown. Served in the EU and US.

| Region | Tier | Per 1,000 pages |
| --- | --- | --- |
| Global | `standard` | $4.00 |
| Global | `priority` | $7.00 |
| Global | `flex` | $2.00 |
| EU | `standard` | $4.40 |
| EU | `priority` | $7.70 |
| EU | `flex` | $2.20 |
| US | `standard` | $4.40 |
| US | `priority` | $7.70 |
| US | `flex` | $2.20 |

</ModelCard>

<ModelCard model="munito/ocr-auto" id="munito-ocr-auto">

**Auto** `munito/ocr-auto`

Munito AI picks the OCR model for each page. Served in the EU and US.

| Region | Tier | Per 1,000 pages |
| --- | --- | --- |
| Global | `standard` | $4.00 |
| Global | `priority` | $7.00 |
| Global | `flex` | $2.00 |
| EU | `standard` | $4.40 |
| EU | `priority` | $7.70 |
| EU | `flex` | $2.20 |
| US | `standard` | $4.40 |
| US | `priority` | $7.70 |
| US | `flex` | $2.20 |

</ModelCard>

<ModelCard model="munito/ocr-fast" id="munito-ocr-fast">

**Fast** `munito/ocr-fast`

Reads the text layer of each PDF page, with no model. A page without a text layer returns no text. Served in the EU and US.

| Region | Tier | Per 1,000 pages |
| --- | --- | --- |
| Global | `standard` | $2.00 |
| Global | `priority` | $3.50 |
| Global | `flex` | $1.00 |
| EU | `standard` | $2.20 |
| EU | `priority` | $3.85 |
| EU | `flex` | $1.10 |
| US | `standard` | $2.20 |
| US | `priority` | $3.85 |
| US | `flex` | $1.10 |

</ModelCard>

</ModelPrices>

## List the models from the API [#list-the-models-from-the-api]

- [`GET /models`](https://docs.munito.ai/api/listModels) lists the models that your key can use, in the OpenAI format.
- Each regional host lists the models of its region. See [Regions](https://docs.munito.ai/regions).