---
title: "Supported Models for Cost Tracking"
description: "Complete list of models supported for automatic cost tracking in Opik"
canonical-url: https://www.comet.com/docs/opik/tracing/advanced/cost_tracking
---

# Supported Models for Cost Tracking

This page lists all models that Opik supports for automatic cost tracking. Cost tracking is automatically enabled when using any of the [supported integrations](/v1/tracing/cost_tracking#supported-models-providers-and-integrations) with these models.

<Note>
  This page is automatically generated from the latest model pricing data and shows which models have cost tracking support.
</Note>

## Overview

Opik supports cost tracking for **359 models** across **7 providers**:

- **[AWS Bedrock](#aws-bedrock)**: 116 models
- **[Anthropic](#anthropic)**: 18 models
- **[Anthropic on Vertex AI](#anthropic-on-vertex-ai)**: 21 models
- **[Google AI](#google-ai)**: 35 models
- **[Google Vertex AI](#google-vertex-ai)**: 39 models
- **[Groq](#groq)**: 27 models
- **[OpenAI](#openai)**: 103 models

<h2 id="aws-bedrock">AWS Bedrock</h2>

Models hosted by AWS Bedrock • [Learn more](https://aws.amazon.com/bedrock)

**116 models supported**

<details>
<summary>View all AWS Bedrock models</summary>

- `ai21.j2-mid-v1`
- `ai21.j2-ultra-v1`
- `ai21.jamba-1-5-large-v1:0`
- `ai21.jamba-1-5-mini-v1:0`
- `ai21.jamba-instruct-v1:0`
- `amazon.nova-lite-v1:0`
- `amazon.nova-micro-v1:0`
- `amazon.nova-pro-v1:0`
- `amazon.titan-embed-image-v1`
- `amazon.titan-embed-text-v1`
- `amazon.titan-embed-text-v2:0`
- `amazon.titan-text-express-v1`
- `amazon.titan-text-lite-v1`
- `amazon.titan-text-premier-v1:0`
- `anthropic.claude-3-5-haiku-20241022-v1:0`
- `anthropic.claude-3-5-sonnet-20240620-v1:0`
- `anthropic.claude-3-5-sonnet-20241022-v2:0`
- `anthropic.claude-3-7-sonnet-20250219-v1:0`
- `anthropic.claude-3-haiku-20240307-v1:0`
- `anthropic.claude-3-opus-20240229-v1:0`
- `anthropic.claude-3-sonnet-20240229-v1:0`
- `anthropic.claude-instant-v1`
- `anthropic.claude-opus-4-1-20250805-v1:0`
- `anthropic.claude-opus-4-20250514-v1:0`
- `anthropic.claude-sonnet-4-20250514-v1:0`
- `anthropic.claude-v1`
- `anthropic.claude-v2:1`
- `apac.amazon.nova-lite-v1:0`
- `apac.amazon.nova-micro-v1:0`
- `apac.amazon.nova-pro-v1:0`
- `apac.anthropic.claude-3-5-sonnet-20240620-v1:0`
- `apac.anthropic.claude-3-5-sonnet-20241022-v2:0`
- `apac.anthropic.claude-3-haiku-20240307-v1:0`
- `apac.anthropic.claude-3-sonnet-20240229-v1:0`
- `apac.anthropic.claude-sonnet-4-20250514-v1:0`
- `cohere.command-light-text-v14`
- `cohere.command-r-plus-v1:0`
- `cohere.command-r-v1:0`
- `cohere.command-text-v14`
- `cohere.embed-english-v3`
- `cohere.embed-multilingual-v3`
- `deepseek.v3-v1:0`
- `eu.amazon.nova-lite-v1:0`
- `eu.amazon.nova-micro-v1:0`
- `eu.amazon.nova-pro-v1:0`
- `eu.anthropic.claude-3-5-haiku-20241022-v1:0`
- `eu.anthropic.claude-3-5-sonnet-20240620-v1:0`
- `eu.anthropic.claude-3-5-sonnet-20241022-v2:0`
- `eu.anthropic.claude-3-7-sonnet-20250219-v1:0`
- `eu.anthropic.claude-3-haiku-20240307-v1:0`
- `eu.anthropic.claude-3-opus-20240229-v1:0`
- `eu.anthropic.claude-3-sonnet-20240229-v1:0`
- `eu.anthropic.claude-opus-4-1-20250805-v1:0`
- `eu.anthropic.claude-opus-4-20250514-v1:0`
- `eu.anthropic.claude-sonnet-4-20250514-v1:0`
- `eu.meta.llama3-2-1b-instruct-v1:0`
- `eu.meta.llama3-2-3b-instruct-v1:0`
- `eu.mistral.pixtral-large-2502-v1:0`
- `eu.twelvelabs.marengo-embed-2-7-v1:0`
- `eu.twelvelabs.pegasus-1-2-v1:0`
- `meta.llama2-13b-chat-v1`
- `meta.llama2-70b-chat-v1`
- `meta.llama3-1-405b-instruct-v1:0`
- `meta.llama3-1-70b-instruct-v1:0`
- `meta.llama3-1-8b-instruct-v1:0`
- `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`
- `meta.llama3-3-70b-instruct-v1:0`
- `meta.llama3-70b-instruct-v1:0`
- `meta.llama3-8b-instruct-v1:0`
- `meta.llama4-maverick-17b-instruct-v1:0`
- `meta.llama4-scout-17b-instruct-v1:0`
- `mistral.mistral-7b-instruct-v0:2`
- `mistral.mistral-large-2402-v1:0`
- `mistral.mistral-large-2407-v1:0`
- `mistral.mistral-small-2402-v1:0`
- `mistral.mixtral-8x7b-instruct-v0:1`
- `openai.gpt-oss-120b-1:0`
- `openai.gpt-oss-20b-1:0`
- `qwen.qwen3-235b-a22b-2507-v1:0`
- `qwen.qwen3-32b-v1:0`
- `qwen.qwen3-coder-30b-a3b-v1:0`
- `qwen.qwen3-coder-480b-a35b-v1:0`
- `twelvelabs.marengo-embed-2-7-v1:0`
- `twelvelabs.pegasus-1-2-v1:0`
- `us.amazon.nova-lite-v1:0`
- `us.amazon.nova-micro-v1:0`
- `us.amazon.nova-premier-v1:0`
- `us.amazon.nova-pro-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`
- `us.anthropic.claude-3-7-sonnet-20250219-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`
- `us.anthropic.claude-opus-4-1-20250805-v1:0`
- `us.anthropic.claude-opus-4-20250514-v1:0`
- `us.anthropic.claude-sonnet-4-20250514-v1:0`
- `us.anthropic.claude-sonnet-4-5-20250929-v1:0`
- `us.deepseek.r1-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`
- `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`
- `us.meta.llama3-3-70b-instruct-v1:0`
- `us.meta.llama4-maverick-17b-instruct-v1:0`
- `us.meta.llama4-scout-17b-instruct-v1:0`
- `us.mistral.pixtral-large-2502-v1:0`
- `us.twelvelabs.marengo-embed-2-7-v1:0`
- `us.twelvelabs.pegasus-1-2-v1:0`

</details>

<h2 id="anthropic">Anthropic</h2>

Anthropic models hosted by Anthropic • [Learn more](https://www.anthropic.com)

**18 models supported**

<details>
<summary>View all Anthropic models</summary>

- `claude-3-5-haiku-20241022`
- `claude-3-5-haiku-latest`
- `claude-3-5-sonnet-20240620`
- `claude-3-5-sonnet-20241022`
- `claude-3-5-sonnet-latest`
- `claude-3-7-sonnet-20250219`
- `claude-3-7-sonnet-latest`
- `claude-3-haiku-20240307`
- `claude-3-opus-20240229`
- `claude-3-opus-latest`
- `claude-4-opus-20250514`
- `claude-4-sonnet-20250514`
- `claude-opus-4-1`
- `claude-opus-4-1-20250805`
- `claude-opus-4-20250514`
- `claude-sonnet-4-20250514`
- `claude-sonnet-4-5`
- `claude-sonnet-4-5-20250929`

</details>

<h2 id="anthropic-on-vertex-ai">Anthropic on Vertex AI</h2>

Anthropic models hosted in Google Vertex AI • [Learn more](https://cloud.google.com/vertex-ai)

**21 models supported**

<details>
<summary>View all Anthropic on Vertex AI models</summary>

- `claude-3-5-haiku`
- `claude-3-5-haiku@20241022`
- `claude-3-5-sonnet`
- `claude-3-5-sonnet-v2`
- `claude-3-5-sonnet-v2@20241022`
- `claude-3-5-sonnet@20240620`
- `claude-3-7-sonnet@20250219`
- `claude-3-haiku`
- `claude-3-haiku@20240307`
- `claude-3-opus`
- `claude-3-opus@20240229`
- `claude-3-sonnet`
- `claude-3-sonnet@20240229`
- `claude-opus-4`
- `claude-opus-4-1`
- `claude-opus-4-1@20250805`
- `claude-opus-4@20250514`
- `claude-sonnet-4`
- `claude-sonnet-4-5`
- `claude-sonnet-4-5@20250929`
- `claude-sonnet-4@20250514`

</details>

<h2 id="google-ai">Google AI</h2>

Gemini models hosted in Google AI Studio • [Learn more](https://ai.google.dev/aistudio)

**35 models supported**

<details>
<summary>View all Google AI models</summary>

- `gemini-1.5-flash`
- `gemini-1.5-flash-001`
- `gemini-1.5-flash-002`
- `gemini-1.5-flash-latest`
- `gemini-1.5-pro`
- `gemini-1.5-pro-001`
- `gemini-1.5-pro-002`
- `gemini-1.5-pro-exp-0801`
- `gemini-1.5-pro-latest`
- `gemini-2.0-flash`
- `gemini-2.0-flash-001`
- `gemini-2.0-flash-lite`
- `gemini-2.0-flash-lite-preview-02-05`
- `gemini-2.0-flash-live-001`
- `gemini-2.0-flash-preview-image-generation`
- `gemini-2.5-flash`
- `gemini-2.5-flash-image-preview`
- `gemini-2.5-flash-lite`
- `gemini-2.5-flash-lite-preview-06-17`
- `gemini-2.5-flash-lite-preview-09-2025`
- `gemini-2.5-flash-preview-04-17`
- `gemini-2.5-flash-preview-05-20`
- `gemini-2.5-flash-preview-09-2025`
- `gemini-2.5-flash-preview-tts`
- `gemini-2.5-pro`
- `gemini-2.5-pro-preview-03-25`
- `gemini-2.5-pro-preview-05-06`
- `gemini-2.5-pro-preview-06-05`
- `gemini-2.5-pro-preview-tts`
- `gemini-flash-latest`
- `gemini-flash-lite-latest`
- `gemini-gemma-2-27b-it`
- `gemini-gemma-2-9b-it`
- `gemini-pro`
- `gemini-pro-vision`

</details>

<h2 id="google-vertex-ai">Google Vertex AI</h2>

Gemini models hosted in Google Vertex AI • [Learn more](https://cloud.google.com/vertex-ai)

**39 models supported**

<details>
<summary>View all Google Vertex AI models</summary>

- `gemini-1.0-pro`
- `gemini-1.0-pro-001`
- `gemini-1.0-pro-002`
- `gemini-1.0-ultra`
- `gemini-1.0-ultra-001`
- `gemini-1.5-flash`
- `gemini-1.5-flash-001`
- `gemini-1.5-flash-002`
- `gemini-1.5-flash-exp-0827`
- `gemini-1.5-flash-preview-0514`
- `gemini-1.5-pro`
- `gemini-1.5-pro-001`
- `gemini-1.5-pro-002`
- `gemini-1.5-pro-preview-0215`
- `gemini-1.5-pro-preview-0409`
- `gemini-1.5-pro-preview-0514`
- `gemini-2.0-flash`
- `gemini-2.0-flash-001`
- `gemini-2.0-flash-exp`
- `gemini-2.0-flash-lite`
- `gemini-2.0-flash-lite-001`
- `gemini-2.0-flash-live-preview-04-09`
- `gemini-2.0-flash-preview-image-generation`
- `gemini-2.0-pro-exp-02-05`
- `gemini-2.5-flash`
- `gemini-2.5-flash-image-preview`
- `gemini-2.5-flash-lite`
- `gemini-2.5-flash-lite-preview-06-17`
- `gemini-2.5-flash-lite-preview-09-2025`
- `gemini-2.5-flash-preview-04-17`
- `gemini-2.5-flash-preview-05-20`
- `gemini-2.5-flash-preview-09-2025`
- `gemini-2.5-pro`
- `gemini-2.5-pro-exp-03-25`
- `gemini-2.5-pro-preview-03-25`
- `gemini-2.5-pro-preview-05-06`
- `gemini-2.5-pro-preview-06-05`
- `gemini-2.5-pro-preview-tts`
- `gemini-pro`

</details>

<h2 id="groq">Groq</h2>

Models hosted by Groq • [Learn more](https://groq.com)

**27 models supported**

<details>
<summary>View all Groq models</summary>

- `deepseek-r1-distill-llama-70b`
- `gemma-7b-it`
- `gemma2-9b-it`
- `llama-3.1-405b-reasoning`
- `llama-3.1-70b-versatile`
- `llama-3.1-8b-instant`
- `llama-3.2-11b-text-preview`
- `llama-3.2-11b-vision-preview`
- `llama-3.2-1b-preview`
- `llama-3.2-3b-preview`
- `llama-3.2-90b-text-preview`
- `llama-3.2-90b-vision-preview`
- `llama-3.3-70b-specdec`
- `llama-3.3-70b-versatile`
- `llama-guard-3-8b`
- `llama2-70b-4096`
- `llama3-groq-70b-8192-tool-use-preview`
- `llama3-groq-8b-8192-tool-use-preview`
- `meta-llama/llama-4-maverick-17b-128e-instruct`
- `meta-llama/llama-4-scout-17b-16e-instruct`
- `mistral-saba-24b`
- `mixtral-8x7b-32768`
- `moonshotai/kimi-k2-instruct`
- `moonshotai/kimi-k2-instruct-0905`
- `openai/gpt-oss-120b`
- `openai/gpt-oss-20b`
- `qwen/qwen3-32b`

</details>

<h2 id="openai">OpenAI</h2>

Models hosted by OpenAI • [Learn more](https://platform.openai.com)

**103 models supported**

<details>
<summary>View all OpenAI models</summary>

- `chatgpt-4o-latest`
- `codex-mini-latest`
- `ft:gpt-3.5-turbo`
- `ft:gpt-3.5-turbo-0125`
- `ft:gpt-3.5-turbo-0613`
- `ft:gpt-3.5-turbo-1106`
- `ft:gpt-4-0613`
- `ft:gpt-4o-2024-08-06`
- `ft:gpt-4o-2024-11-20`
- `ft:gpt-4o-mini-2024-07-18`
- `gpt-3.5-turbo`
- `gpt-3.5-turbo-0125`
- `gpt-3.5-turbo-0301`
- `gpt-3.5-turbo-0613`
- `gpt-3.5-turbo-1106`
- `gpt-3.5-turbo-16k`
- `gpt-3.5-turbo-16k-0613`
- `gpt-4`
- `gpt-4-0125-preview`
- `gpt-4-0314`
- `gpt-4-0613`
- `gpt-4-1106-preview`
- `gpt-4-1106-vision-preview`
- `gpt-4-32k`
- `gpt-4-32k-0314`
- `gpt-4-32k-0613`
- `gpt-4-turbo`
- `gpt-4-turbo-2024-04-09`
- `gpt-4-turbo-preview`
- `gpt-4-vision-preview`
- `gpt-4.1`
- `gpt-4.1-2025-04-14`
- `gpt-4.1-mini`
- `gpt-4.1-mini-2025-04-14`
- `gpt-4.1-nano`
- `gpt-4.1-nano-2025-04-14`
- `gpt-4.5-preview`
- `gpt-4.5-preview-2025-02-27`
- `gpt-4o`
- `gpt-4o-2024-05-13`
- `gpt-4o-2024-08-06`
- `gpt-4o-2024-11-20`
- `gpt-4o-audio-preview`
- `gpt-4o-audio-preview-2024-10-01`
- `gpt-4o-audio-preview-2024-12-17`
- `gpt-4o-audio-preview-2025-06-03`
- `gpt-4o-mini`
- `gpt-4o-mini-2024-07-18`
- `gpt-4o-mini-audio-preview`
- `gpt-4o-mini-audio-preview-2024-12-17`
- `gpt-4o-mini-realtime-preview`
- `gpt-4o-mini-realtime-preview-2024-12-17`
- `gpt-4o-mini-search-preview`
- `gpt-4o-mini-search-preview-2025-03-11`
- `gpt-4o-mini-transcribe`
- `gpt-4o-mini-tts`
- `gpt-4o-realtime-preview`
- `gpt-4o-realtime-preview-2024-10-01`
- `gpt-4o-realtime-preview-2024-12-17`
- `gpt-4o-realtime-preview-2025-06-03`
- `gpt-4o-search-preview`
- `gpt-4o-search-preview-2025-03-11`
- `gpt-4o-transcribe`
- `gpt-5`
- `gpt-5-2025-08-07`
- `gpt-5-chat`
- `gpt-5-chat-latest`
- `gpt-5-codex`
- `gpt-5-mini`
- `gpt-5-mini-2025-08-07`
- `gpt-5-nano`
- `gpt-5-nano-2025-08-07`
- `gpt-5.2`
- `gpt-5.2-2025-12-11`
- `gpt-5.2-chat-latest`
- `gpt-5.2-pro`
- `gpt-5.2-pro-2025-12-11`
- `gpt-realtime`
- `gpt-realtime-2025-08-28`
- `o1`
- `o1-2024-12-17`
- `o1-mini`
- `o1-mini-2024-09-12`
- `o1-preview`
- `o1-preview-2024-09-12`
- `o1-pro`
- `o1-pro-2025-03-19`
- `o3`
- `o3-2025-04-16`
- `o3-deep-research`
- `o3-deep-research-2025-06-26`
- `o3-mini`
- `o3-mini-2025-01-31`
- `o3-pro`
- `o3-pro-2025-06-10`
- `o4-mini`
- `o4-mini-2025-04-16`
- `o4-mini-deep-research`
- `o4-mini-deep-research-2025-06-26`
- `text-embedding-3-large`
- `text-embedding-3-small`
- `text-embedding-ada-002`
- `text-embedding-ada-002-v2`

</details>

---

## How Cost Tracking Works

Opik automatically calculates costs for the models listed above when using [supported integrations](/v1/tracing/cost_tracking#supported-models-providers-and-integrations). The cost calculation is handled by backend services that:

1. **Detect the model** used in your LLM calls
2. **Count tokens** in inputs, outputs, and cache if available
3. **Apply current pricing** from our model database
4. **Store cost information** with your traces and spans

## Pricing Data

- **Pricing Data**: Model prices are sourced from the [model pricing JSON file](https://github.com/comet-ml/opik/blob/main/apps/opik-backend/src/main/resources/model_prices_and_context_window.json)
- **Real-time Updates**: This page is automatically updated when model pricing data changes

## Need Support for Additional Models?

If you need cost tracking support for additional models or providers, please [open a feature request](https://github.com/comet-ml/opik/issues) on our GitHub repository.

<Tip>
  For the most up-to-date list of supported providers and their enum values, check the `opik.LLMProvider` enum in the Python SDK.
</Tip>
