---
updatedAt: 2026-09-18T18:57:57.000Z
agentTools:
  projectIndex: https://docs.ascerta.com/llms.txt
---

# Managed Categories and Resources

# Overview

Ascerta manages the <Glossary>Categories</Glossary> and <Glossary>Resource</Glossary>s defined below. The costs, across all [unit types](/docs/custom-categories-and-resources#unit-types), for these resources are automatically kept up to date. Further, Ascerta maintains the history of these prices over time so you can see how price changes affect your business.

If there is a specific <Glossary>Resource</Glossary> or <Glossary>Provider</Glossary> that you'd like to see us support and maintain automatically please contact [support@ascerta.com](mailto:support@ascerta.com.).

If you want to define your own, see [Custom Categories and Resources.](/docs/custom-categories-and-resources)

When using the [Ingest API](/docs/manual-event-submission) with these resources, first use the [Get all Resources for a Category](https://docs.ascerta.com/reference/getresourceslist) API to see the complete list of resources and their available [unit types](/docs/custom-categories-and-resources#unit-types).

<br />

```python
# Using a model name (automatically resolves based on timestamp)
client.ingest.units(
    category="system.openai",
    resource="gpt-4o",  # Will resolve to the appropriate version based on timestamp
    units={"text": {"input": 10, "output": 50}}
)

# Using a specific versioned model
client.ingest.units(
    category="system.openai",
    resource="gpt-4o-2024-08-06",  # Explicitly using this specific version
    units={"text": {"input": 10, "output": 50}}
)
```

## Category: system.openai

Ascerta supports OpenAI models including GPT-4o, GPT-4.1, GPT-4, GPT-3.5 Turbo, and the O-series models, as well as text embeddings and DALL-E image generation. These models offer varying capabilities from basic text completion to multimodal interactions with images and video.

For the most current information on OpenAI models and their capabilities, see [OpenAI's Models documentation](https://platform.openai.com/docs/models).

| Resource Family                | Model Versions                                                                                                                                                         |
| :----------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `gpt-5.6-luna`                 | `gpt-5.6-luna`                                                                                                                                                         |
| `gpt-5.6-terra`                | `gpt-5.6-terra`                                                                                                                                                        |
| `gpt-5.5`                      | `gpt-5.5`, `gpt-5.5-2026-04-23`                                                                                                                                        |
| `gpt-5.5-pro`                  | `gpt-5.5-pro`, `gpt-5.5-pro-2026-04-23`                                                                                                                                |
| `gpt-5.4`                      | `gpt-5.4`, `gpt-5.4-2026-03-05`                                                                                                                                        |
| `gpt-5.4-mini`                 | `gpt-5.4-mini`, `gpt-5.4-mini-2026-03-17`                                                                                                                              |
| `gpt-5.4-nano`                 | `gpt-5.4-nano`, `gpt-5.4-nano-2026-03-17`                                                                                                                              |
| `gpt-5.4-pro`                  | `gpt-5.4-pro`, `gpt-5.4-pro-2026-03-05`                                                                                                                                |
| `gpt-5.3-chat-latest`          | `gpt-5.3-chat-latest`                                                                                                                                                  |
| `gpt-5.3-codex`                | `gpt-5.3-codex`                                                                                                                                                        |
| `gpt-5.2`                      | `gpt-5.2`, `gpt-5.2-2025-12-11`                                                                                                                                        |
| `gpt-5.2-chat-latest`          | `gpt-5.2-chat-latest`                                                                                                                                                  |
| `gpt-5.2-codex`                | `gpt-5.2-codex`                                                                                                                                                        |
| `gpt-5.2-pro`                  | `gpt-5.2-pro`, `gpt-5.2-pro-2025-12-11`                                                                                                                                |
| `gpt-5.1`                      | `gpt-5.1`, `gpt-5.1-2025-11-13`                                                                                                                                        |
| `gpt-5.1-chat-latest`          | `gpt-5.1-chat-latest`                                                                                                                                                  |
| `gpt-5.1-codex`                | `gpt-5.1-codex`                                                                                                                                                        |
| `gpt-5.1-codex-max`            | `gpt-5.1-codex-max`                                                                                                                                                    |
| `gpt-5.1-codex-mini`           | `gpt-5.1-codex-mini`                                                                                                                                                   |
| `gpt-5`                        | `gpt-5`, `gpt-5-2025-08-07`                                                                                                                                            |
| `gpt-5-chat-latest`            | `gpt-5-chat-latest`                                                                                                                                                    |
| `gpt-5-codex`                  | `gpt-5-codex`                                                                                                                                                          |
| `gpt-5-mini`                   | `gpt-5-mini`, `gpt-5-mini-2025-08-07`                                                                                                                                  |
| `gpt-5-nano`                   | `gpt-5-nano`, `gpt-5-nano-2025-08-07`                                                                                                                                  |
| `gpt-5-pro`                    | `gpt-5-pro`, `gpt-5-pro-2025-10-06`                                                                                                                                    |
| `gpt-4.1`                      | `gpt-4.1`, `gpt-4.1-2025-04-14`                                                                                                                                        |
| `gpt-4.1-mini`                 | `gpt-4.1-mini`, `gpt-4.1-mini-2025-04-14`                                                                                                                              |
| `gpt-4.1-nano`                 | `gpt-4.1-nano`, `gpt-4.1-nano-2025-04-14`                                                                                                                              |
| `gpt-4o`                       | `gpt-4o`, `gpt-4o-2024-05-13`, `gpt-4o-2024-08-06`, `gpt-4o-2024-11-20`                                                                                                |
| `gpt-4o-mini`                  | `gpt-4o-mini`, `gpt-4o-mini-2024-07-18`                                                                                                                                |
| `gpt-4o-mini-realtime-preview` | `gpt-4o-mini-realtime-preview`, `gpt-4o-mini-realtime-preview-2024-12-17`                                                                                              |
| `gpt-4o-realtime-preview`      | `gpt-4o-realtime-preview`, `gpt-4o-realtime-preview-2024-10-01`, `gpt-4o-realtime-preview-2024-12-17`                                                                  |
| `chatgpt-4o-latest`            | `chatgpt-4o-latest`                                                                                                                                                    |
| `gpt-4-32k`                    | `gpt-4-32k`, `gpt-4-32k-0314`, `gpt-4-32k-0613`                                                                                                                        |
| `gpt-4`                        | `gpt-4`, `gpt-4-0314`, `gpt-4-0613`                                                                                                                                    |
| `gpt-4-turbo`                  | `gpt-4-turbo`, `gpt-4-turbo-2024-04-09`                                                                                                                                |
| `gpt-4-turbo-preview`          | `gpt-4-0125-preview`, `gpt-4-1106-preview`, `gpt-4-turbo-preview`                                                                                                      |
| `gpt-4-vision-preview`         | `gpt-4-1106-vision-preview`, `gpt-4-vision-preview`                                                                                                                    |
| `gpt-3.5-turbo`                | `gpt-3.5-turbo`, `gpt-3.5-turbo-0125`, `gpt-3.5-turbo-1106`                                                                                                            |
| `gpt-3.5-turbo-16k`            | `gpt-3.5-turbo-0125`, `gpt-3.5-turbo-16k`, `gpt-3.5-turbo-16k-0613`                                                                                                    |
| `codex-mini-latest`            | `codex-mini-latest`                                                                                                                                                    |
| `o1`                           | `o1`, `o1-2024-12-17`                                                                                                                                                  |
| `o1-mini`                      | `o1-mini`, `o1-mini-2024-09-12`                                                                                                                                        |
| `o1-preview`                   | `o1-preview`, `o1-preview-2024-09-12`                                                                                                                                  |
| `o1-pro`                       | `o1-pro`, `o1-pro-2025-03-19`                                                                                                                                          |
| `o3`                           | `o3`, `o3-2025-04-16`                                                                                                                                                  |
| `o3-deep-research`             | `o3-deep-research`, `o3-deep-research-2025-06-26`                                                                                                                      |
| `o3-mini`                      | `o3-mini`, `o3-mini-2025-01-31`                                                                                                                                        |
| `o3-pro`                       | `o3-pro`, `o3-pro-2025-06-10`                                                                                                                                          |
| `o4-mini`                      | `o4-mini`, `o4-mini-2025-04-16`                                                                                                                                        |
| `o4-mini-deep-research`        | `o4-mini-deep-research`, `o4-mini-deep-research-2025-06-26`                                                                                                            |
| `text-embedding`               | `text-embedding-3-large`, `text-embedding-3-small`, `text-embedding-ada-002`                                                                                           |
| `dall-e-3`                     | `dall-e-3-1024x1024-hd`, `dall-e-3-1024x1024-standard`, `dall-e-3-1024x1792-hd`, `dall-e-3-1024x1792-standard`, `dall-e-3-1792x1024-hd`, `dall-e-3-1792x1024-standard` |
| `dall-e-2`                     | `dall-e-2-1024x1024-standard`, `dall-e-2-256x256-standard`, `dall-e-2-512x512-standard`                                                                                |
| `chat-latest`                  | `chat-latest`                                                                                                                                                          |
| `daybreak-blue-latest`         | `daybreak-blue-latest`, `gpt-5.6-sol`                                                                                                                                  |
| `daybreak-red-latest`          | `daybreak-red-latest`, `gpt-5.6-cyber`                                                                                                                                 |

## Category: system.anthropic

Ascerta integrates with Anthropic's Claude family of models, including the latest Claude 3.7 Sonnet, Claude 3.5 (Sonnet and Haiku), and the earlier Claude 3 (Opus, Sonnet, and Haiku) versions. Claude models are known for their high-quality reasoning, instruction following, and content generation capabilities.

For complete details on Anthropic's models and their specifications, see [Anthropic's Claude model documentation](https://docs.anthropic.com/claude/docs/models-overview).

| Resource Family            | Model Versions                                                                         |
| :------------------------- | :------------------------------------------------------------------------------------- |
| `claude-fable-5`           | `claude-fable-5`                                                                       |
| `claude-mythos-5`          | `claude-mythos-5`                                                                      |
| `claude-opus-5`            | `claude-opus-5`                                                                        |
| `claude-opus-4-8`          | `claude-opus-4-8`                                                                      |
| `claude-opus-4-7`          | `claude-opus-4-7`                                                                      |
| `claude-opus-4-6`          | `claude-opus-4-6`                                                                      |
| `claude-opus-4-5`          | `claude-opus-4-5`, `claude-opus-4-5-20251101`                                          |
| `claude-opus-4-1`          | `claude-opus-4-1`, `claude-opus-4-1-20250805`                                          |
| `claude-opus-4-0`          | `claude-opus-4-0`, `claude-opus-4-20250514`                                            |
| `claude-3-opus`            | `claude-3-opus-20240229`                                                               |
| `claude-sonnet-5`          | `claude-sonnet-5`                                                                      |
| `claude-sonnet-4-6`        | `claude-sonnet-4-6`                                                                    |
| `claude-sonnet-4-5`        | `claude-sonnet-4-5`, `claude-sonnet-4-5-20250929`                                      |
| `claude-sonnet-4-0`        | `claude-sonnet-4-0`, `claude-sonnet-4-20250514`                                        |
| `claude-3-7-sonnet-latest` | `claude-3-7-sonnet-20250219`, `claude-3-7-sonnet-latest`                               |
| `claude-3-5-sonnet-latest` | `claude-3-5-sonnet-20240620`, `claude-3-5-sonnet-20241022`, `claude-3-5-sonnet-latest` |
| `claude-3-sonnet`          | `claude-3-sonnet-20240229`                                                             |
| `claude-haiku-4-5`         | `claude-haiku-4-5`, `claude-haiku-4-5-20251001`                                        |
| `claude-3-5-haiku-latest`  | `claude-3-5-haiku-20241022`, `claude-3-5-haiku-latest`                                 |
| `claude-3-haiku`           | `claude-3-haiku-20240307`                                                              |

## Category: system.azure

Ascerta supports Azure AI Foundry versions of both OpenAI and Anthropic models. AI Foundry offers deployment options with different pricing based on deployment configuration.

For the most up-to-date information on Azure OpenAI models and deployment options, see [Azure OpenAI Service models documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models).

### OpenAI

| Model Versions                                                                                                                                                         | Deployment Scopes              |
| :--------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :----------------------------- |
| `gpt-5.6-luna`                                                                                                                                                         | `global`, `datazone`           |
| `gpt-5.6-sol`                                                                                                                                                          | `global`, `datazone`           |
| `gpt-5.6-terra`                                                                                                                                                        | `global`, `datazone`           |
| `gpt-5.5-2026-04-23`                                                                                                                                                   | `global`, `datazone`           |
| `gpt-5.5-pro-2026-04-23`                                                                                                                                               | `global`, `datazone`           |
| `gpt-5.4-2026-03-05`                                                                                                                                                   | `global`, `datazone`           |
| `gpt-5.4-mini-2026-03-17`                                                                                                                                              | `global`, `datazone`           |
| `gpt-5.4-nano-2026-03-17`                                                                                                                                              | `global`, `datazone`           |
| `gpt-5.4-pro-2026-03-05`                                                                                                                                               | `global`, `datazone`           |
| `gpt-5.3-chat-2026-03-03`                                                                                                                                              | `global`, `datazone`           |
| `gpt-5.3-codex`                                                                                                                                                        | `global`, `datazone`           |
| `gpt-5.2-2025-12-11`                                                                                                                                                   | `global`, `datazone`           |
| `gpt-5.2-chat-2025-12-11`                                                                                                                                              | `global`, `datazone`           |
| `gpt-5.2-codex`                                                                                                                                                        | `global`, `datazone`           |
| `gpt-5.2-pro-2025-12-11`                                                                                                                                               | `global`, `datazone`           |
| `gpt-5.1-2025-11-13`                                                                                                                                                   | `global`, `datazone`           |
| `gpt-5.1-chat-2025-11-13`                                                                                                                                              | `global`                       |
| `gpt-5.1-codex`                                                                                                                                                        | `global`                       |
| `gpt-5.1-codex-max`                                                                                                                                                    | `global`, `datazone`           |
| `gpt-5.1-codex-mini`                                                                                                                                                   | `global`                       |
| `gpt-5-2025-08-07`                                                                                                                                                     | `global`, `datazone`           |
| `gpt-5-chat-2025-08-07`, `gpt-5-chat-2025-10-03`                                                                                                                       | `global`                       |
| `gpt-5-codex`                                                                                                                                                          | `global`, `datazone`           |
| `gpt-5-mini-2025-08-07`                                                                                                                                                | `global`, `datazone`           |
| `gpt-5-nano-2025-08-07`                                                                                                                                                | `global`, `datazone`           |
| `gpt-5-pro-2025-08-07`, `gpt-5-pro-2025-10-06`                                                                                                                         | `global`, `datazone`           |
| `gpt-4.1-2025-04-14`                                                                                                                                                   | `global`, `datazone`, `region` |
| `gpt-4.1-mini-2025-04-14`                                                                                                                                              | `global`, `datazone`, `region` |
| `gpt-4.1-nano-2025-04-14`                                                                                                                                              | `global`, `datazone`, `region` |
| `gpt-4o-2024-05-13`, `gpt-4o-2024-08-06`, `gpt-4o-2024-11-20`                                                                                                          | `global`, `datazone`, `region` |
| `gpt-4o-mini`, `gpt-4o-mini-2024-07-18`                                                                                                                                | `global`, `datazone`, `region` |
| `gpt-4-1106-preview`                                                                                                                                                   | N/A                            |
| `gpt-4-0613`                                                                                                                                                           | `global`, `region`             |
| `gpt-4-0125-preview`                                                                                                                                                   | N/A                            |
| `gpt-4-32k-0613`                                                                                                                                                       | N/A                            |
| `gpt-4-turbo-2024-04-09`                                                                                                                                               | N/A                            |
| `gpt-35-turbo-0125`                                                                                                                                                    | N/A                            |
| `gpt-35-turbo-0301`                                                                                                                                                    | N/A                            |
| `gpt-35-turbo-0613`                                                                                                                                                    | N/A                            |
| `gpt-35-turbo-1106`                                                                                                                                                    | N/A                            |
| `gpt-35-turbo-16k-0613`                                                                                                                                                | N/A                            |
| `gpt-oss-120b`                                                                                                                                                         | `global`, `datazone`           |
| `codex-mini-2025-05-16`                                                                                                                                                | `global`, `datazone`, `region` |
| `o1`, `o1-2024-12-17`                                                                                                                                                  | `global`, `datazone`, `region` |
| `o1-mini`, `o1-mini-2024-09-12`                                                                                                                                        | `global`, `datazone`, `region` |
| `o1-preview`, `o1-preview-2024-09-12`                                                                                                                                  | `datazone`                     |
| `o1-pro-2025-03-19`                                                                                                                                                    | `global`, `datazone`, `region` |
| `o3-2025-04-16`                                                                                                                                                        | `global`, `datazone`, `region` |
| `o3-deep-research-2025-06-26`                                                                                                                                          | `global`, `datazone`           |
| `o3-mini`, `o3-mini-2025-01-31`                                                                                                                                        | `global`, `datazone`, `region` |
| `o3-pro-2025-06-10`                                                                                                                                                    | `global`                       |
| `o4-mini-2025-04-16`                                                                                                                                                   | `global`, `datazone`, `region` |
| `cohere.embed-v4.0`                                                                                                                                                    | N/A                            |
| `text-embedding-3-large-1`, `text-embedding-3-small-1`, `text-embedding-ada-002-1`, `text-embedding-ada-002-2`                                                         | N/A                            |
| `dall-e-3-1024x1024-hd`, `dall-e-3-1024x1024-standard`, `dall-e-3-1024x1792-hd`, `dall-e-3-1024x1792-standard`, `dall-e-3-1792x1024-hd`, `dall-e-3-1792x1024-standard` | N/A                            |
| `dall-e-2-1024x1024-standard`, `dall-e-2-256x256-standard`, `dall-e-2-512x512-standard`                                                                                | N/A                            |

<br />

### Anthropic

| Model Versions               | Deployment Scopes |
| :--------------------------- | :---------------- |
| `claude-fable-5`             | `global`          |
| `claude-opus-5`              | `global`          |
| `claude-opus-4-8`            | `global`          |
| `claude-opus-4-7`            | `global`          |
| `claude-opus-4-6`            | `global`          |
| `claude-opus-4-5-20251101`   | `global`          |
| `claude-opus-4-1-20250805`   | `global`          |
| `claude-sonnet-5`            | `global`          |
| `claude-sonnet-4-6`          | `global`          |
| `claude-sonnet-4-5-20250929` | `global`          |
| `claude-haiku-4-5-20251001`  | `global`          |

## Category: system.aws.bedrock

Ascerta integrates with AWS Bedrock's foundation model ecosystem, including Anthropic Claude models, Meta's Llama 3 (versions 1, 2, and 3) family, and Amazon's own Nova models.

For detailed information on AWS Bedrock models and capabilities, see [AWS Bedrock model reference documentation](https://docs.aws.amazon.com/bedrock/latest/userguide/bedrock-marketplace-model-reference.html).

| Resource Family                 | Model Versions                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| :------------------------------ | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| `anthropic.claude-fable-5`      | `anthropic.claude-fable-5`, `au.anthropic.claude-fable-5`, `eu.anthropic.claude-fable-5`, `global.anthropic.claude-fable-5`, `us.anthropic.claude-fable-5`                                                                                                                                                                                                                                                                                                    |
| `anthropic.claude-opus-5`       | `anthropic.claude-opus-5`, `au.anthropic.claude-opus-5`, `eu.anthropic.claude-opus-5`, `global.anthropic.claude-opus-5`, `us.anthropic.claude-opus-5`                                                                                                                                                                                                                                                                                                         |
| `anthropic.claude-opus-4-8`     | `anthropic.claude-opus-4-8`, `au.anthropic.claude-opus-4-8`, `eu.anthropic.claude-opus-4-8`, `global.anthropic.claude-opus-4-8`, `jp.anthropic.claude-opus-4-8`, `us.anthropic.claude-opus-4-8`                                                                                                                                                                                                                                                               |
| `anthropic.claude-opus-4-7`     | `anthropic.claude-opus-4-7`, `eu.anthropic.claude-opus-4-7`, `global.anthropic.claude-opus-4-7`, `jp.anthropic.claude-opus-4-7`, `us.anthropic.claude-opus-4-7`                                                                                                                                                                                                                                                                                               |
| `anthropic.claude-opus-4-6`     | `anthropic.claude-opus-4-6-v1`, `au.anthropic.claude-opus-4-6-v1`, `eu.anthropic.claude-opus-4-6-v1`, `global.anthropic.claude-opus-4-6-v1`, `us.anthropic.claude-opus-4-6-v1`                                                                                                                                                                                                                                                                                |
| `anthropic.claude-opus-4-5`     | `anthropic.claude-opus-4-5-20251101-v1:0`, `eu.anthropic.claude-opus-4-5-20251101-v1:0`, `global.anthropic.claude-opus-4-5-20251101-v1:0`, `us.anthropic.claude-opus-4-5-20251101-v1:0`                                                                                                                                                                                                                                                                       |
| `anthropic.claude-opus-4-1`     | `anthropic.claude-opus-4-1-20250805-v1:0`, `us.anthropic.claude-opus-4-1-20250805-v1:0`                                                                                                                                                                                                                                                                                                                                                                       |
| `anthropic.claude-opus-4`       | `anthropic.claude-opus-4-20250514-v1:0`, `us.anthropic.claude-opus-4-20250514-v1:0`                                                                                                                                                                                                                                                                                                                                                                           |
| `anthropic.claude-sonnet-5`     | `anthropic.claude-sonnet-5`, `global.anthropic.claude-sonnet-5`, `us.anthropic.claude-sonnet-5`                                                                                                                                                                                                                                                                                                                                                               |
| `anthropic.claude-sonnet-4-6`   | `anthropic.claude-sonnet-4-6`, `au.anthropic.claude-sonnet-4-6`, `eu.anthropic.claude-sonnet-4-6`, `global.anthropic.claude-sonnet-4-6`, `jp.anthropic.claude-sonnet-4-6`, `us.anthropic.claude-sonnet-4-6`                                                                                                                                                                                                                                                   |
| `anthropic.claude-sonnet-4-5`   | `anthropic.claude-sonnet-4-5-20250929-v1:0`, `au.anthropic.claude-sonnet-4-5-20250929-v1:0`, `eu.anthropic.claude-sonnet-4-5-20250929-v1:0`, `global.anthropic.claude-sonnet-4-5-20250929-v1:0`, `jp.anthropic.claude-sonnet-4-5-20250929-v1:0`, `us.anthropic.claude-sonnet-4-5-20250929-v1:0`                                                                                                                                                               |
| `anthropic.claude-sonnet-4`     | `anthropic.claude-sonnet-4-20250514-v1:0`, `apac.anthropic.claude-sonnet-4-20250514-v1:0`, `eu.anthropic.claude-sonnet-4-20250514-v1:0`, `global.anthropic.claude-sonnet-4-20250514-v1:0`, `us.anthropic.claude-sonnet-4-20250514-v1:0`                                                                                                                                                                                                                       |
| `anthropic.claude-haiku-4-5`    | `anthropic.claude-haiku-4-5-20251001-v1:0`, `au.anthropic.claude-haiku-4-5-20251001-v1:0`, `eu.anthropic.claude-haiku-4-5-20251001-v1:0`, `global.anthropic.claude-haiku-4-5-20251001-v1:0`, `jp.anthropic.claude-haiku-4-5-20251001-v1:0`, `us.anthropic.claude-haiku-4-5-20251001-v1:0`                                                                                                                                                                     |
| `anthropic.claude-3`            | `anthropic.claude-3-haiku-20240307-v1:0`, `anthropic.claude-3-opus-20240229-v1:0`, `anthropic.claude-3-sonnet-20240229-v1:0`, `apac.anthropic.claude-3-haiku-20240307-v1:0`, `apac.anthropic.claude-3-sonnet-20240229-v1:0`, `eu.anthropic.claude-3-haiku-20240307-v1:0`, `eu.anthropic.claude-3-sonnet-20240229-v1:0`, `us.anthropic.claude-3-haiku-20240307-v1:0`, `us.anthropic.claude-3-opus-20240229-v1:0`, `us.anthropic.claude-3-sonnet-20240229-v1:0` |
| `anthropic.claude-3-5`          | `anthropic.claude-3-5-haiku-20241022-v1:0`, `anthropic.claude-3-5-sonnet-20240620-v1:0`, `anthropic.claude-3-5-sonnet-20241022-v2:0`, `apac.anthropic.claude-3-5-sonnet-20240620-v1:0`, `apac.anthropic.claude-3-5-sonnet-20241022-v2:0`, `eu.anthropic.claude-3-5-sonnet-20240620-v1:0`, `us.anthropic.claude-3-5-haiku-20241022-v1:0`, `us.anthropic.claude-3-5-sonnet-20240620-v1:0`, `us.anthropic.claude-3-5-sonnet-20241022-v2:0`                       |
| `anthropic.claude-3-7`          | `anthropic.claude-3-7-sonnet-20250219-v1:0`, `apac.anthropic.claude-3-7-sonnet-20250219-v1:0`, `eu.anthropic.claude-3-7-sonnet-20250219-v1:0`, `us.anthropic.claude-3-7-sonnet-20250219-v1:0`                                                                                                                                                                                                                                                                 |
| `openai.gpt-oss-120b-1:0`       | `openai.gpt-oss-120b-1:0`                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| `openai.gpt-oss-safeguard-120b` | `openai.gpt-oss-safeguard-120b`                                                                                                                                                                                                                                                                                                                                                                                                                               |
| `openai.gpt-oss-20b-1:0`        | `openai.gpt-oss-20b-1:0`                                                                                                                                                                                                                                                                                                                                                                                                                                      |
| `openai.gpt-oss-safeguard-20b`  | `openai.gpt-oss-safeguard-20b`                                                                                                                                                                                                                                                                                                                                                                                                                                |
| `meta.llama3-3`                 | `meta.llama3-3-70b-instruct-v1:0`, `us.meta.llama3-3-70b-instruct-v1:0`                                                                                                                                                                                                                                                                                                                                                                                       |
| `meta.llama3-2`                 | `meta.llama3-2-11b-instruct-v1:0`, `meta.llama3-2-1b-instruct-v1:0`, `meta.llama3-2-3b-instruct-v1:0`, `meta.llama3-2-90b-instruct-v1:0`, `us.meta.llama3-2-11b-instruct-v1:0`, `us.meta.llama3-2-1b-instruct-v1:0`, `us.meta.llama3-2-3b-instruct-v1:0`, `us.meta.llama3-2-90b-instruct-v1:0`                                                                                                                                                                |
| `meta.llama3-1`                 | `meta.llama3-1-405b-instruct-v1:0`, `meta.llama3-1-70b-instruct-v1:0`, `meta.llama3-1-8b-instruct-v1:0`, `us.meta.llama3-1-405b-instruct-v1:0`, `us.meta.llama3-1-70b-instruct-v1:0`, `us.meta.llama3-1-8b-instruct-v1:0`                                                                                                                                                                                                                                     |
| `meta.llama3`                   | `meta.llama3-70b-instruct-v1:0`, `meta.llama3-8b-instruct-v1:0`                                                                                                                                                                                                                                                                                                                                                                                               |
| `amazon.nova`                   | `amazon.nova-lite-v1:0`, `amazon.nova-micro-v1:0`, `amazon.nova-pro-v1:0`, `apac.amazon.nova-lite-v1:0`, `apac.amazon.nova-micro-v1:0`, `apac.amazon.nova-pro-v1:0`, `ca.amazon.nova-lite-v1:0`, `eu.amazon.nova-lite-v1:0`, `eu.amazon.nova-micro-v1:0`, `eu.amazon.nova-pro-v1:0`, `us.amazon.nova-lite-v1:0`, `us.amazon.nova-micro-v1:0`, `us.amazon.nova-pro-v1:0`                                                                                       |
| `amazon.titan-embed-text-v1`    | `amazon.titan-embed-text-v1`                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| `cohere.embed-english-v3`       | `cohere.embed-english-v3`                                                                                                                                                                                                                                                                                                                                                                                                                                     |

## Category: system.google.vertex

Ascerta supports Google Vertex AI's Gemini models, including Gemini 1.5 (Pro and Flash variants) and the newer Gemini 2.0 models. These models offer multimodal capabilities, handling text, image, audio, and video inputs with strong reasoning and instruction-following abilities.

For complete details on Google Vertex AI's Gemini models and their capabilities, see [Google Cloud Gemini documentation](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/models).

| Model Versions                                                                          |
| :-------------------------------------------------------------------------------------- |
| `google.gemini-3.7-flash`                                                               |
| `google.gemini-3.6-flash`                                                               |
| `google.gemini-3.5-flash`                                                               |
| `google.gemini-3.5-flash-lite`                                                          |
| `google.gemini-3.1-flash-lite`                                                          |
| `google.gemini-3.1-flash-lite-preview`                                                  |
| `google.gemini-3.1-pro-preview`, `google.gemini-3.1-pro-preview-customtools`            |
| `google.gemini-3-flash-preview`                                                         |
| `google.gemini-3-pro-preview`                                                           |
| `google.gemini-2.5-flash`                                                               |
| `google.gemini-2.5-flash-lite`                                                          |
| `google.gemini-2.5-flash-lite-preview-06-17`                                            |
| `google.gemini-2.5-flash-preview-04-17`                                                 |
| `google.gemini-2.5-flash-preview-05-20`                                                 |
| `google.gemini-2.5-pro`                                                                 |
| `google.gemini-2.5-pro-preview-03-25`                                                   |
| `google.gemini-2.5-pro-preview-05-06`                                                   |
| `google.gemini-2.0-flash`, `google.gemini-2.0-flash-001`                                |
| `google.gemini-2.0-flash-lite`, `google.gemini-2.0-flash-lite-001`                      |
| `google.gemini-1.5-flash`, `google.gemini-1.5-flash-001`, `google.gemini-1.5-flash-002` |
| `google.gemini-1.5-pro`, `google.gemini-1.5-pro-001`, `google.gemini-1.5-pro-002`       |
| `google.gemini-omni-flash-preview`                                                      |
| `openai.gpt-oss-120b`                                                                   |
| `openai.gpt-oss-20b`                                                                    |

| Model Versions                                                        | Deployment Scopes    |
| :-------------------------------------------------------------------- | :------------------- |
| `anthropic.claude-fable-5`                                            | `global`, `datazone` |
| `anthropic.claude-opus-5`                                             | `global`, `datazone` |
| `anthropic.claude-opus-4-8`                                           | `global`, `datazone` |
| `anthropic.claude-opus-4-7`                                           | `global`, `datazone` |
| `anthropic.claude-opus-4-6`                                           | `global`, `region`   |
| `anthropic.claude-opus-4-5`, `anthropic.claude-opus-4-5@20251101`     | `global`, `region`   |
| `anthropic.claude-opus-4-1`, `anthropic.claude-opus-4-1@20250805`     | N/A                  |
| `anthropic.claude-opus-4`, `anthropic.claude-opus-4@20250514`         | N/A                  |
| `anthropic.claude-3-opus`, `anthropic.claude-3-opus@20240229`         | N/A                  |
| `anthropic.claude-sonnet-5`                                           | `global`, `datazone` |
| `anthropic.claude-sonnet-4-6`                                         | `global`, `region`   |
| `anthropic.claude-sonnet-4-5`, `anthropic.claude-sonnet-4-5@20250929` | `global`, `region`   |
| `anthropic.claude-sonnet-4`, `anthropic.claude-sonnet-4@20250514`     | N/A                  |
| `anthropic.claude-3-7-sonnet`, `anthropic.claude-3-7-sonnet@20250219` | N/A                  |
| `anthropic.claude-3-5-sonnet`, `anthropic.claude-3-5-sonnet@20240620` | N/A                  |
| `anthropic.claude-3-5-sonnet-v2@20241022`                             | N/A                  |
| `anthropic.claude-haiku-4-5`, `anthropic.claude-haiku-4-5@20251001`   | `global`, `region`   |
| `anthropic.claude-3-5-haiku`, `anthropic.claude-3-5-haiku@20241022`   | N/A                  |
| `anthropic.claude-3-haiku`, `anthropic.claude-3-haiku@20240307`       | N/A                  |

## Category: system.databricks.azure, system.databricks.aws, system.databricks.google

Ascerta supports Databricks hosted foundational models. Prices are in USD, translated from the per DBU prices.

| Model Version                      | Deployment Scopes  |
| :--------------------------------- | :----------------- |
| `databricks-claude-fable-5`        | `global`, `region` |
| `databricks-claude-opus-5`         | `global`, `region` |
| `databricks-claude-opus-4-8`       | `global`, `region` |
| `databricks-claude-opus-4-7`       | `global`, `region` |
| `databricks-claude-opus-4-6`       | `global`, `region` |
| `databricks-claude-opus-4-5`       | `global`, `region` |
| `databricks-claude-opus-4-1`       | `global`, `region` |
| `databricks-claude-sonnet-5`       | `global`, `region` |
| `databricks-claude-sonnet-4-6`     | `global`, `region` |
| `databricks-claude-sonnet-4-5`     | `global`, `region` |
| `databricks-claude-sonnet-4`       | `global`, `region` |
| `databricks-claude-3-7-sonnet`     | `global`, `region` |
| `databricks-claude-haiku-4-5`      | `global`, `region` |
| `databricks-gpt-5-6-luna`          | `global`, `region` |
| `databricks-gpt-5-6-sol`           | `global`, `region` |
| `databricks-gpt-5-6-terra`         | `global`, `region` |
| `databricks-gpt-5-5`               | `global`, `region` |
| `databricks-gpt-5-5-pro`           | `global`, `region` |
| `databricks-gpt-5-4`               | `global`, `region` |
| `databricks-gpt-5-4-mini`          | `global`, `region` |
| `databricks-gpt-5-4-nano`          | `global`, `region` |
| `databricks-gpt-5-4-pro`           | `global`, `region` |
| `databricks-gpt-5-3-codex`         | `global`, `region` |
| `databricks-gpt-5-2`               | `global`, `region` |
| `databricks-gpt-5-2-codex`         | `global`, `region` |
| `databricks-gpt-5-1`               | `global`, `region` |
| `databricks-gpt-5-1-codex-max`     | `global`, `region` |
| `databricks-gpt-5-1-codex-mini`    | `global`, `region` |
| `databricks-gpt-5`                 | `global`, `region` |
| `databricks-gpt-5-mini`            | `global`, `region` |
| `databricks-gpt-5-nano`            | `global`, `region` |
| `databricks-gemini-3-6-flash`      | `global`, `region` |
| `databricks-gemini-3-5-flash`      | `global`, `region` |
| `databricks-gemini-3-5-flash-lite` | `global`, `region` |
| `databricks-gemini-3-1-flash-lite` | `global`, `region` |
| `databricks-gemini-3-1-pro`        | `global`, `region` |
| `databricks-gemini-3-flash`        | `global`, `region` |
| `databricks-gemini-3-pro`          | `global`, `region` |
| `databricks-gemini-2-5-flash`      | `global`, `region` |
| `databricks-gemini-2-5-pro`        | `global`, `region` |