Agnes 2.5 Pro API Pricing

Agnes 2.5 Pro pricing by provider

1 listing across 1 provider. Token prices are in US dollars per 1M tokens. The highlighted row is the price quoted above.

What Agnes 2.5 Pro costs in practice

1,000 requests with 2,000 input and 500 output tokens each

100 long-document requests with 100,000 input and 2,000 output tokens each

Agnes 2.5 Pro features

• Image input
• Reasoning
• Prompt caching

Use Agnes 2.5 Pro with LiteLLM

Call Agnes 2.5 Pro through the LiteLLM Python SDK, or put it behind the LiteLLM proxy and send OpenAI-format requests to /v1/chat/completions. LiteLLM tracks the cost of every request at these prices.

from litellm import completion

response = completion(
    model="aihubmix/agnes-2.5-pro",
    messages=[{"role": "user", "content": "Hello!"}],
)

model_list:
  - model_name: agnes-2.5-pro
    litellm_params:
      model: aihubmix/agnes-2.5-pro
      # credentials: see the provider's LiteLLM docs page

curl http://0.0.0.0:4000/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer sk-1234" \
  -d '{
    "model": "agnes-2.5-pro",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Agnes 2.5 Pro FAQ

Related models

• Agnes 2.5 Flash$0.03 / $0.15 per 1M tokens