---
title: "o1-pro:batch - Model Details & Comparison"
description: "o1-pro:batch from OpenRouter: capabilities, context limits, pricing, and side-by-side comparisons with alternative models."
url: "https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/o1-pro-batch"
markdown: "https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/o1-pro-batch.md"
---

# o1-pro:batch - Model Details & Comparison

> o1-pro:batch from OpenRouter: capabilities, context limits, pricing, and side-by-side comparisons with alternative models.

## Important Links

- [View MCP Gateway](https://www.getmaxim.ai/bifrost/resources/mcp-gateway.md)
- [Features](https://www.getmaxim.ai/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 o1-pro:batch

o1-pro:batch is a chat model from OpenRouter, one of 439 chat models they offer. It is priced at $75.00 per 1M input tokens and $300.00 per 1M output tokens, ranking 2964 out of 2969 chat models by cost and cheaper than 0% of models in this category. o1-pro:batch supports vision, reasoning, structured output — one of only 9 chat models with this combination. Its 200K-token context window is in the top 45% among chat models.

## Specifications

- **OpenRouter Provider.**
- **Chat Mode.**
- **200,000 Max Input Tokens.**
- **100,000 Max Output Tokens.**
- **100,000 Max Tokens.**
- **$75.00 / 1M tokens Input Price.**
- **$300.00 / 1M tokens Output Price.**

## Capabilities

o1-pro:batch supports: Vision, Reasoning, Response Schema, PDF Input.

## o1-pro:batch Pricing Overview

At $75.00 per 1M input tokens and $300.00 per 1M output tokens, o1-pro:batch ranks 2964 out of 2969 chat models by input cost. It is more expensive compared to the median of $0.55 for chat models, and is cheaper than 0% of models in this category.

o1-pro:batch is one of 439 OpenRouter chat models, one of only 9 chat models combining reasoning, structured output, vision. its 200K-token context window places it in the top 45% of chat models.

## Models to Compare

Alternatives to o1-pro:batch with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| gpt-4.5-preview | Azure | $75.00 | $150.00 |
| gpt-4-32k | Azure | $60.00 | $120.00 |
| gpt-4-32k-0613 | Azure | $60.00 | $120.00 |
| amazon.nova-2-lite-v1:0 | AWS Bedrock | $0.30 | $2.50 |
| amazon.nova-2-pro-preview-20251202-v1:0 | AWS Bedrock | $2.19 | $17.50 |

- [Compare gpt-4.5-preview](https://www.getmaxim.ai/bifrost/model-library/compare/azure/gpt-4.5-preview.md)
- [Compare gpt-4-32k](https://www.getmaxim.ai/bifrost/model-library/compare/azure/gpt-4-32k.md)
- [Compare gpt-4-32k-0613](https://www.getmaxim.ai/bifrost/model-library/compare/azure/gpt-4-32k-0613.md)
- [Compare amazon.nova-2-lite-v1:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/amazon.nova-2-lite-v1-0.md)
- [Compare amazon.nova-2-pro-preview-20251202-v1:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/amazon.nova-2-pro-preview-20251202-v1-0.md)

## Related Resources

- [Calculate o1-pro:batch costs](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/openrouter/model/o1-pro-batch.md)
- [Check OpenRouter status](https://www.getmaxim.ai/bifrost/provider-status/openrouter.md)
- [All OpenRouter pricing](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/openrouter.md)

## FAQ

### Is o1-pro:batch cheaper than gpt-4.5-preview?

No. o1-pro:batch costs $75.00 per 1M input tokens while gpt-4.5-preview costs $75.00 per 1M input tokens, making gpt-4.5-preview 0% more affordable for input. However, o1-pro:batch may offer different capabilities or performance characteristics that justify the price difference.

### How does o1-pro:batch pricing compare to the average chat model?

o1-pro:batch input pricing is $75.00 per 1M tokens, which is 13536% above the median of $0.55 for chat models. It ranks 2964 out of 2969 chat models by input cost, making it cheaper than 0% of models in this category. For output, it costs $300.00 per 1M tokens compared to the median of $1.50.

### What makes o1-pro:batch different from other OpenRouter models?

Among OpenRouter's 439 chat models, o1-pro:batch ranks 436 by input cost. Its combination of reasoning, structured output, vision is shared by only 8 other chat models.

### What are the best alternatives to o1-pro:batch?

The most comparable chat models to o1-pro:batch are: gpt-4.5-preview from Azure ($75.00/1M input tokens); gpt-4-32k from Azure ($60.00/1M input tokens); gpt-4-32k-0613 from Azure ($60.00/1M input tokens); amazon.nova-2-lite-v1:0 from AWS Bedrock ($0.30/1M 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 do I check if OpenRouter is down?

You can monitor OpenRouter service health in real time on the Bifrost OpenRouter Status page. It tracks current component status, active incidents, and historical reliability data pulled from the official status page every 60 seconds.

### How do I calculate o1-pro:batch costs?

o1-pro:batch 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 $75.00 and generating 1M output tokens costs $300.00.

## Related Resources

- [OpenRouter models](https://www.getmaxim.ai/bifrost/model-library/provider/openrouter.md)
- [Model library](https://www.getmaxim.ai/bifrost/model-library.md)
- [LLM cost calculator](https://www.getmaxim.ai/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://www.getmaxim.ai/bifrost/resources.md)

---

*This is a markdown version of [https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/o1-pro-batch](https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/o1-pro-batch) for AI/LLM consumption.*