---
title: "classify-1 - Model Details & Comparison"
description: "classify-1 from OpenRouter: capabilities, context limits, pricing, and side-by-side comparisons with alternative models."
url: "https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/classify-1"
markdown: "https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/classify-1.md"
---

# classify-1 - Model Details & Comparison

> classify-1 from OpenRouter: capabilities, context limits, pricing, and side-by-side comparisons with alternative models.

## Important Links

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

## About classify-1

classify-1 is a decisions model from OpenRouter, one of 31 decisions models they offer. It is priced at $0.04 per 1M input tokens and $0.0000 per 1M output tokens, ranking 18 out of 53 decisions models by cost and cheaper than 64% of models in this category. classify-1 supports vision. Its 1,000K-token context window is in the top 5% among decisions models.

## Specifications

- **OpenRouter Provider.**
- **Decisions Mode.**
- **1,000,000 Max Input Tokens.**
- **900,000 Max Output Tokens.**
- **900,000 Max Tokens.**
- **$0.04 / 1M tokens Input Price.**
- **$0.0000 / 1M tokens Output Price.**

## Capabilities

classify-1 supports: Vision, PDF Input.

## classify-1 Pricing Overview

At $0.04 per 1M input tokens and $0.0000 per 1M output tokens, classify-1 ranks 18 out of 53 decisions models by input cost. It is competitively priced compared to the median of $0.04 for decisions models, and is cheaper than 64% of models in this category.

classify-1 is one of 31 OpenRouter decisions models, with support for vision. its 1,000K-token context window places it in the top 5% of decisions models.

## Models to Compare

Alternatives to classify-1 with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| baseten-elephant-9b-latest | Baseten | $0.04 | $0.0000 |
| databricks-openjev-qwen35-4b | Databricks | $0.04 | $0.0000 |
| jev-1.13.0 | Typesafe | $0.04 | $0.0000 |
| jev-1.14.0 | Typesafe | $0.04 | $0.0000 |
| jev-latest | Typesafe | $0.04 | $0.0000 |

## Related Resources

- [Calculate classify-1 costs](https://www.getmaxim.ai/bifrost/llm-cost-calculator/provider/openrouter/model/classify-1.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 classify-1 cheaper than baseten-elephant-9b-latest?

No. classify-1 costs $0.04 per 1M input tokens while baseten-elephant-9b-latest costs $0.04 per 1M input tokens, making baseten-elephant-9b-latest 12% more affordable for input. However, classify-1 may offer different capabilities or performance characteristics that justify the price difference.

### How does classify-1 pricing compare to the average decisions model?

classify-1 input pricing is $0.04 per 1M tokens, which is 5% below the median of $0.04 for decisions models. It ranks 18 out of 53 decisions models by input cost, making it cheaper than 64% of models in this category.

### What makes classify-1 different from other OpenRouter models?

Among OpenRouter's 31 decisions models, classify-1 ranks 14 by input cost.

### What are the best alternatives to classify-1?

The most comparable decisions models to classify-1 are: baseten-elephant-9b-latest from Baseten ($0.04/1M input tokens); databricks-openjev-qwen35-4b from Databricks ($0.04/1M input tokens); jev-1.13.0 from Typesafe ($0.04/1M input tokens); jev-1.14.0 from Typesafe ($0.04/1M 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 classify-1's context window?

classify-1 supports up to 1,000,000 input tokens, placing it in the top 5% of decisions models by context window size (rank 3 of 63). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories.

### 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 classify-1 costs?

classify-1 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 $0.04 and generating 1M output tokens costs $0.0000.

## Related Resources

- [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.md)
- [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/resources.md)

---

*This is a markdown version of [https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/classify-1](https://www.getmaxim.ai/bifrost/model-library/compare/openrouter/classify-1) for AI/LLM consumption.*