---
title: "o3:batch - Model Details & Comparison"
description: "o3: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/o3-batch"
markdown: "https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/o3-batch.md"
---

# o3:batch - Model Details & Comparison

> o3: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 o3:batch

o3:batch is a chat model from OpenRouter, one of 439 chat models they offer. It is priced at $1.00 per 1M input tokens and $4.00 per 1M output tokens, ranking 1955 out of 2969 chat models by cost and cheaper than 34% of models in this category. o3:batch supports vision, function calling, reasoning, prompt caching, structured output. 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.**
- **$1.00 / 1M tokens Input Price.**
- **$4.00 / 1M tokens Output Price.**

## Capabilities

o3:batch supports: Function Calling, Vision, Reasoning, Prompt Caching, Response Schema, Tool Choice, PDF Input.

## o3:batch Pricing Overview

At $1.00 per 1M input tokens and $4.00 per 1M output tokens, o3:batch ranks 1955 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 34% of models in this category.

o3:batch is one of 439 OpenRouter chat models, with support for vision, function calling, reasoning, prompt caching, structured output. its 200K-token context window places it in the top 45% of chat models.

## Models to Compare

Alternatives to o3:batch with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| anthropic.claude-haiku-4-5-20251001-v1:0 | AWS Bedrock | $1.00 | $5.00 |
| anthropic.claude-haiku-4-5@20251001 | AWS Bedrock | $1.00 | $5.00 |
| apac.anthropic.claude-haiku-4-5-20251001-v1:0 | AWS Bedrock | $1.10 | $5.50 |
| claude-haiku-4-5 | Azure | $1.00 | $5.00 |
| o4-mini | Azure | $1.10 | $4.40 |

- [Compare anthropic.claude-haiku-4-5-20251001-v1:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/anthropic.claude-haiku-4-5-20251001-v1-0.md)
- [Compare anthropic.claude-haiku-4-5@20251001](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/anthropic.claude-haiku-4-5-20251001.md)
- [Compare apac.anthropic.claude-haiku-4-5-20251001-v1:0](https://www.getmaxim.ai/bifrost/model-library/compare/bedrock/apac.anthropic.claude-haiku-4-5-20251001-v1-0.md)
- [Compare claude-haiku-4-5](https://www.getmaxim.ai/bifrost/model-library/compare/azure/claude-haiku-4-5.md)
- [Compare o4-mini](https://www.getmaxim.ai/bifrost/model-library/compare/azure/o4-mini.md)

## Related Resources

- [Calculate o3:batch costs](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/openrouter/model/o3-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 o3:batch cheaper than anthropic.claude-haiku-4-5-20251001-v1:0?

No. o3:batch costs $1.00 per 1M input tokens while anthropic.claude-haiku-4-5-20251001-v1:0 costs $1.00 per 1M input tokens, making anthropic.claude-haiku-4-5-20251001-v1:0 0% more affordable for input. However, o3:batch may offer different capabilities or performance characteristics that justify the price difference.

### How does o3:batch pricing compare to the average chat model?

o3:batch input pricing is $1.00 per 1M tokens, which is 82% above the median of $0.55 for chat models. It ranks 1955 out of 2969 chat models by input cost, making it cheaper than 34% of models in this category. For output, it costs $4.00 per 1M tokens compared to the median of $1.50.

### What makes o3:batch different from other OpenRouter models?

Among OpenRouter's 439 chat models, o3:batch ranks 279 by input cost.

### What are the best alternatives to o3:batch?

The most comparable chat models to o3:batch are: anthropic.claude-haiku-4-5-20251001-v1:0 from AWS Bedrock ($1.00/1M input tokens); anthropic.claude-haiku-4-5@20251001 from AWS Bedrock ($1.00/1M input tokens); apac.anthropic.claude-haiku-4-5-20251001-v1:0 from AWS Bedrock ($1.10/1M input tokens); claude-haiku-4-5 from Azure ($1.00/1M 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 o3:batch costs?

o3: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 $1.00 and generating 1M output tokens costs $4.00.

## 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/o3-batch](https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/o3-batch) for AI/LLM consumption.*