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 with these models.

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

Overview

Opik supports cost tracking for 329 models across 7 providers:

AWS Bedrock: 105 models
Anthropic: 16 models
Anthropic on Vertex AI: 19 models
Google AI: 30 models
Google Vertex AI: 36 models
Groq: 28 models
OpenAI: 95 models

AWS Bedrock

Models hosted by AWS Bedrock • Learn more

105 models supported

View all AWS Bedrock models

amazon.nova-lite-v1:0
amazon.nova-lite-v1:0
amazon.nova-lite-v1:0
amazon.nova-micro-v1:0
amazon.nova-micro-v1:0
amazon.nova-micro-v1:0
amazon.nova-premier-v1:0
amazon.nova-pro-v1:0
amazon.nova-pro-v1:0
amazon.nova-pro-v1:0
anthropic.claude-3-5-haiku-20241022-v1:0
anthropic.claude-3-5-haiku-20241022-v1:0
anthropic.claude-3-5-sonnet-20240620-v1:0
anthropic.claude-3-5-sonnet-20240620-v1:0
anthropic.claude-3-5-sonnet-20240620-v1:0
anthropic.claude-3-5-sonnet-20241022-v2:0
anthropic.claude-3-5-sonnet-20241022-v2:0
anthropic.claude-3-5-sonnet-20241022-v2:0
anthropic.claude-3-7-sonnet-20250219-v1:0
anthropic.claude-3-7-sonnet-20250219-v1:0
anthropic.claude-3-haiku-20240307-v1:0
anthropic.claude-3-haiku-20240307-v1:0
anthropic.claude-3-haiku-20240307-v1:0
anthropic.claude-3-opus-20240229-v1:0
anthropic.claude-3-opus-20240229-v1:0
anthropic.claude-3-sonnet-20240229-v1:0
anthropic.claude-3-sonnet-20240229-v1:0
anthropic.claude-3-sonnet-20240229-v1:0
anthropic.claude-opus-4-1-20250805-v1:0
anthropic.claude-opus-4-1-20250805-v1:0
anthropic.claude-opus-4-20250514-v1:0
anthropic.claude-opus-4-20250514-v1:0
anthropic.claude-sonnet-4-20250514-v1:0
anthropic.claude-sonnet-4-20250514-v1:0
anthropic.claude-sonnet-4-20250514-v1:0
claude-3-5-haiku-20241022-v1:0
claude-3-5-sonnet-20240620-v1:0
claude-3-5-sonnet-20241022-v2:0
claude-3-7-sonnet-20250219-v1:0
claude-3-haiku-20240307-v1:0
claude-3-opus-20240229-v1:0
claude-3-sonnet-20240229-v1:0
claude-instant-v1
claude-opus-4-1-20250805-v1:0
claude-opus-4-20250514-v1:0
claude-sonnet-4-20250514-v1:0
claude-v1
claude-v2
claude-v2:1
command-light-text-v14
command-r-plus-v1:0
command-r-v1:0
command-text-v14
deepseek.r1-v1:0
embed-english-v3
embed-multilingual-v3
j2-mid-v1
j2-ultra-v1
jamba-1-5-large-v1:0
jamba-1-5-mini-v1:0
jamba-instruct-v1:0
llama2-13b-chat-v1
llama2-70b-chat-v1
llama3-1-405b-instruct-v1:0
llama3-1-70b-instruct-v1:0
llama3-1-8b-instruct-v1:0
llama3-2-11b-instruct-v1:0
llama3-2-1b-instruct-v1:0
llama3-2-3b-instruct-v1:0
llama3-2-90b-instruct-v1:0
llama3-3-70b-instruct-v1:0
llama3-70b-instruct-v1:0
llama3-8b-instruct-v1:0
llama4-maverick-17b-instruct-v1:0
llama4-scout-17b-instruct-v1:0
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.llama3-2-1b-instruct-v1:0
meta.llama3-2-3b-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.llama4-maverick-17b-instruct-v1:0
meta.llama4-scout-17b-instruct-v1:0
mistral-7b-instruct-v0:2
mistral-large-2402-v1:0
mistral-large-2407-v1:0
mistral-small-2402-v1:0
mistral.pixtral-large-2502-v1:0
mistral.pixtral-large-2502-v1:0
mixtral-8x7b-instruct-v0:1
nova-lite-v1:0
nova-micro-v1:0
nova-pro-v1:0
openai.gpt-oss-120b-1:0
openai.gpt-oss-20b-1:0
titan-embed-image-v1
titan-embed-text-v1
titan-embed-text-v2:0
titan-text-express-v1
titan-text-lite-v1
titan-text-premier-v1:0

Anthropic

Anthropic models hosted by Anthropic • Learn more

16 models supported

View all Anthropic models

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

Anthropic on Vertex AI

Anthropic models hosted in Google Vertex AI • Learn more

19 models supported

View all Anthropic on Vertex AI models

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@20250514

Google AI

Gemini models hosted in Google AI Studio • Learn more

30 models supported

View all Google AI models

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-lite
gemini-2.5-flash-lite-preview-06-17
gemini-2.5-flash-preview-04-17
gemini-2.5-flash-preview-05-20
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-gemma-2-27b-it
gemini-gemma-2-9b-it
gemini-pro
gemini-pro-vision

Google Vertex AI

Gemini models hosted in Google Vertex AI • Learn more

36 models supported

View all Google Vertex AI models

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-lite
gemini-2.5-flash-lite-preview-06-17
gemini-2.5-flash-preview-04-17
gemini-2.5-flash-preview-05-20
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

Groq

Models hosted by Groq • Learn more

28 models supported

View all Groq models

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
llama3-70b-8192
llama3-8b-8192
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
openai/gpt-oss-120b
openai/gpt-oss-20b
qwen/qwen3-32b

OpenAI

Models hosted by OpenAI • Learn more

95 models supported

View all OpenAI models

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-mini
gpt-5-mini-2025-08-07
gpt-5-nano
gpt-5-nano-2025-08-07
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

How Cost Tracking Works

Opik automatically calculates costs for the models listed above when using supported integrations. The cost calculation is handled by backend services that:

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

Pricing Data

Pricing Data: Model prices are sourced from the model pricing JSON file
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 on our GitHub repository.

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