---
title: "r1v4-lite - Model Details & Comparison"
description: "r1v4-lite from Novita: 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/novita/r1v4-lite"
markdown: "https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/r1v4-lite.md"
---

# r1v4-lite - Model Details & Comparison

> r1v4-lite from Novita: 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://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise)
- [Pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md)
- [Docs](https://docs.getbifrost.ai)
- [GitHub](https://github.com/maximhq/bifrost)
- [Book a Demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo)

## About r1v4-lite

r1v4-lite is a chat model from Novita, one of 80 chat models they offer. It is priced at $0.20 per 1M input tokens and $0.60 per 1M output tokens, ranking 790 out of 2669 chat models by cost and cheaper than 70% of models in this category. r1v4-lite supports vision, structured output. Its 262K-token context window is in the top 28% among chat models.

## Specifications

- **Novita Provider.**
- **Chat Mode.**
- **262,144 Max Input Tokens.**
- **65,536 Max Output Tokens.**
- **65,536 Max Tokens.**
- **$0.20 / 1M tokens Input Price.**
- **$0.60 / 1M tokens Output Price.**

## Capabilities

r1v4-lite supports: Vision, System Messages, Response Schema, Tool Choice.

## r1v4-lite Pricing Overview

At $0.20 per 1M input tokens and $0.60 per 1M output tokens, r1v4-lite ranks 790 out of 2669 chat models by input cost. It is more affordable compared to the median of $0.50 for chat models, and is cheaper than 70% of models in this category.

r1v4-lite is one of 80 Novita chat models, with support for vision, structured output. its 262K-token context window places it in the top 28% of chat models.

## Models to Compare

Alternatives to r1v4-lite with comparable capabilities.

| Model | Provider | Input $/1M | Output $/1M |
| --- | --- | --- | --- |
| anthropic.claude-3-haiku-20240307-v1:0 | AWS Bedrock | $0.25 | $1.25 |
| apac.anthropic.claude-3-haiku-20240307-v1:0 | AWS Bedrock | $0.25 | $1.25 |
| gpt-5.4-nano | Azure | $0.20 | $1.25 |
| gpt-5.4-nano-2026-03-17 | Azure | $0.20 | $1.25 |
| gpt-4o-mini-2024-07-18 | Azure | $0.17 | $0.66 |

- [Compare anthropic.claude-3-haiku-20240307-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/anthropic.claude-3-haiku-20240307-v1-0.md)
- [Compare apac.anthropic.claude-3-haiku-20240307-v1:0](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/bedrock/apac.anthropic.claude-3-haiku-20240307-v1-0.md)
- [Compare gpt-5.4-nano](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-5.4-nano.md)
- [Compare gpt-5.4-nano-2026-03-17](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-5.4-nano-2026-03-17.md)
- [Compare gpt-4o-mini-2024-07-18](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/azure/gpt-4o-mini-2024-07-18.md)

## Related Resources

- [Calculate r1v4-lite costs](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/novita/model/r1v4-lite.md)
- [All Novita pricing](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/llm-cost-calculator/provider/novita.md)

## FAQ

### Is r1v4-lite cheaper than anthropic.claude-3-haiku-20240307-v1:0?

Yes. r1v4-lite costs $0.20 per 1M input tokens compared to anthropic.claude-3-haiku-20240307-v1:0's $0.25 per 1M input tokens, making it 25% more affordable. Both are chat models and share support for vision, function calling, structured output.

### How does r1v4-lite pricing compare to the average chat model?

r1v4-lite input pricing is $0.20 per 1M tokens, which is 60% below the median of $0.50 for chat models. It ranks 790 out of 2669 chat models by input cost, making it cheaper than 70% of models in this category. For output, it costs $0.60 per 1M tokens compared to the median of $1.44.

### What makes r1v4-lite different from other Novita models?

Among Novita's 80 chat models, r1v4-lite ranks 36 by input cost.

### What are the best alternatives to r1v4-lite?

The most comparable chat models to r1v4-lite are: anthropic.claude-3-haiku-20240307-v1:0 from AWS Bedrock ($0.25/1M input tokens); apac.anthropic.claude-3-haiku-20240307-v1:0 from AWS Bedrock ($0.25/1M input tokens); gpt-5.4-nano from Azure ($0.20/1M input tokens); gpt-5.4-nano-2026-03-17 from Azure ($0.20/1M 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 r1v4-lite's context window?

r1v4-lite supports up to 262,144 input tokens, placing it in the top 28% of chat models by context window size (rank 639 of 2653). This makes it suitable for processing long documents, extensive code repositories, or maintaining detailed conversation histories.

### How do I calculate r1v4-lite costs?

r1v4-lite 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 $0.20 and generating 1M output tokens costs $0.60.

## Related Resources

- [Novita models](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/provider/novita.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://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/pricing.md)
- [Enterprise: Bifrost enterprise](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/enterprise)
- [Book a Demo: Bifrost demo](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/book-a-demo)
- [Resources: Bifrost resources](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/resources.md)

---

*This is a markdown version of [https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/r1v4-lite](https://maxim-root-proxy-preview.getmaxim.workers.dev/bifrost/model-library/compare/novita/r1v4-lite) for AI/LLM consumption.*