---
title: "agnes-2.5-pro - Model Details & Comparison"
description: "agnes-2.5-pro from Aihubmix: capabilities, context limits, pricing, and side-by-side comparisons with alternative models."
url: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/aihubmix/agnes-2.5-pro"
markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/aihubmix/agnes-2.5-pro.md"
---

# agnes-2.5-pro - Model Details & Comparison

> agnes-2.5-pro from Aihubmix: capabilities, context limits, pricing, and side-by-side comparisons with alternative models.

## Important Links

- [View MCP Gateway](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources/mcp-gateway.md)
- [Features](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/#features)
- [Enterprise](https://www.getmaxim.ai/enterprise)
- [Pricing](https://www.getmaxim.ai/pricing)
- [Docs](https://docs.getbifrost.ai)
- [GitHub](https://github.com/maximhq/bifrost)
- [Book a Demo](https://www.getmaxim.ai/book-a-demo)

## About agnes-2.5-pro

agnes-2.5-pro is a chat model from Aihubmix, one of 72 chat models they offer. It is priced at $0.45 per 1M input tokens and $0.90 per 1M output tokens, ranking 1675 out of 3648 chat models by cost and cheaper than 54% of models in this category. agnes-2.5-pro supports vision, reasoning, prompt caching. Its 1,000K-token context window is in the top 22% among chat models.

## Specifications

- **Aihubmix Provider.**
- **Chat Mode.**
- **1,000,000 Max Input Tokens.**
- **65,536 Max Output Tokens.**
- **65,536 Max Tokens.**
- **$0.45 / 1M tokens Input Price.**
- **$0.90 / 1M tokens Output Price.**

## Capabilities

agnes-2.5-pro supports: Vision, Reasoning, Prompt Caching.

## agnes-2.5-pro Pricing Overview

At $0.45 per 1M input tokens and $0.90 per 1M output tokens, agnes-2.5-pro ranks 1675 out of 3648 chat models by input cost. It is more affordable compared to the median of $0.57 for chat models, and is cheaper than 54% of models in this category.

agnes-2.5-pro is one of 72 Aihubmix chat models, with support for vision, reasoning, prompt caching. its 1,000K-token context window places it in the top 22% of chat models.

## Models to Compare

Alternatives to agnes-2.5-pro with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| databricks-gemini-2-5-flash | Databricks | $0.37 | $3.13 |
| databricks-gemini-3-5-flash-lite | Databricks | $0.37 | $3.13 |
| gemini-3-flash-preview | Vertex AI | $0.50 | $3.00 |
| gemini-3-flash-preview | Google Gemini | $0.50 | $3.00 |
| gemini-3-flash-preview | OpenRouter | $0.50 | $3.00 |

- [Compare databricks-gemini-2-5-flash](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/databricks/databricks-gemini-2-5-flash.md)
- [Compare databricks-gemini-3-5-flash-lite](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/databricks/databricks-gemini-3-5-flash-lite.md)
- [Compare gemini-3-flash-preview](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/vertex_ai/gemini-3-flash-preview.md)
- [Compare gemini-3-flash-preview](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/gemini/gemini-3-flash-preview.md)
- [Compare gemini-3-flash-preview](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/openrouter/gemini-3-flash-preview.md)

## Related Resources

- [Calculate agnes-2.5-pro costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/aihubmix/model/agnes-2.5-pro.md)
- [All Aihubmix pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/aihubmix.md)

## FAQ

### Is agnes-2.5-pro cheaper than databricks-gemini-2-5-flash?

No. agnes-2.5-pro costs $0.45 per 1M input tokens while databricks-gemini-2-5-flash costs $0.37 per 1M input tokens, making databricks-gemini-2-5-flash 17% more affordable for input. However, agnes-2.5-pro may offer different capabilities or performance characteristics that justify the price difference.

### How does agnes-2.5-pro pricing compare to the average chat model?

agnes-2.5-pro input pricing is $0.45 per 1M tokens, which is 21% below the median of $0.57 for chat models. It ranks 1675 out of 3648 chat models by input cost, making it cheaper than 54% of models in this category. For output, it costs $0.90 per 1M tokens compared to the median of $1.65.

### What makes agnes-2.5-pro different from other Aihubmix models?

Among Aihubmix's 72 chat models, agnes-2.5-pro ranks 28 by input cost.

### What are the best alternatives to agnes-2.5-pro?

The most comparable chat models to agnes-2.5-pro are: databricks-gemini-2-5-flash from Databricks ($0.37/1M input tokens); databricks-gemini-3-5-flash-lite from Databricks ($0.37/1M input tokens); gemini-3-flash-preview from Vertex AI ($0.50/1M input tokens); gemini-3-flash-preview from Google Gemini ($0.50/1M input tokens). These alternatives were selected based on similar capabilities, pricing, and provider diversity. You can compare any of these models in detail using the Bifrost Model Library.

### How large is agnes-2.5-pro's context window?

agnes-2.5-pro supports up to 1,000,000 input tokens, placing it in the top 22% of chat models by context window size (rank 703 of 3577). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories.

### How do I calculate agnes-2.5-pro costs?

agnes-2.5-pro is priced based on input and output tokens. Use the interactive calculator at the top of this page to estimate costs for your specific workload. Enter your expected input and output tokens volume and the calculator will show the total cost breakdown. For reference, processing 1M input tokens costs $0.45 and generating 1M output tokens costs $0.90.

## Related Resources

- [Aihubmix models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/aihubmix.md)
- [Model library](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library.md)
- [LLM cost calculator](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator.md)
- [Docs: Bifrost docs](https://docs.getbifrost.ai)
- [GitHub: maximhq/bifrost](https://github.com/maximhq/bifrost)
- [Pricing: Bifrost pricing](https://www.getmaxim.ai/pricing)
- [Enterprise: Bifrost enterprise](https://www.getmaxim.ai/enterprise)
- [Book a Demo: Bifrost demo](https://www.getmaxim.ai/book-a-demo)
- [Resources: Bifrost resources](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources.md)

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*This is a markdown version of [https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/aihubmix/agnes-2.5-pro](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/aihubmix/agnes-2.5-pro) for AI/LLM consumption.*